tag:blogger.com,1999:blog-38470122024-03-05T01:56:12.116-05:00Rkayn KnowledgeMisc. bloggingUnknownnoreply@blogger.comBlogger153125tag:blogger.com,1999:blog-3847012.post-84564553499248978172012-10-21T15:33:00.000-04:002012-10-21T15:33:12.849-04:00Another poll with 2008 voting breakdownsRCP has included another national poll that asks their sample who they voted for in 2008, from the <a href="http://www.realclearpolitics.com/docs/2012/Courant_UConn_1019.pdf">Hartford Currant/University of Connecticut</a>. They give Obama a 3 point edge, 48-45.<br />
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I've maintained that the Republicans and Romney are in a much improved position over 2008. This poll actually gives support to this contention, showing that McCain voters are going for Romney 95-5 compared to 2008 Obama voters, who are only going to Obama by 86-10 margin.<br />
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In fact, if you compared these percentages to the actual 2008 votes, you would get:<br />
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Romney 10% of 69,496,897 plus 95% of 59,934,814 equals 63,887,763 voters.(.1*69496897+.95*59934814=63,887,763)<br />
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Obama 86% of 69,496,897 plus 5% of 59,934,814 equals 62,764,072 voters.<br />
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So if this poll is correct, and the 2012 election consisted only of 2008 voters, Romney would win by over a million votes!<br />
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So how can this poll say that Obama is leading by 3 points? By oversampling Obama voters in comparison to McCain voters. Their sample includes 856 people who say they voted in 2008. Of those, 469 voted for Obama vs 370 for McCain. This indicates an 11.6 Obama margin ((469-370)/856). Obama, of course, only won by 7.2%.<br />
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Given that it is instead highly probable that a smaller percentage of Obama voters will vote this year, if this poll had a realistic sample it would show Romney in the lead, probably by a 2-4 point margin.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-30207234400088539522012-10-16T13:54:00.000-04:002012-10-16T13:54:17.564-04:00Favorable/Unfavorable ratingsI've seen a couple of people notice that the RCP average of favorability ratings now <a href="http://www.realclearpolitics.com/epolls/2012/president/obama_romney_favorable_unfavorable.html">favor Romney</a> +.4 (Romney +5.4 compared to Obama's +5.0). That's even more remarkable considering it includes a huge outlier from ABC/WaPo. This poll gives Obama a 15 point edge (+11 vs -5) in favorability. Almost every other poll has Romney with the edge to a greater or lesser extent:<br />
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Pew: Romney net +3 (+4 vs +1)<br />
Fox: Romney net +4 (+10 vs +6)<br />
Monmouth: Romney net +6 (+7 vs +1)<br />
Politico: Romney net -1 (+7 vs +8)<br />
Gallup: Romney net +5 (+8 vs +3)<br />
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Throw out the outliar (heh), and Romney would actually lead this measure by 3.4 points.<br />
<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-15287628327024168042012-10-16T03:29:00.000-04:002012-10-16T03:38:41.450-04:00PPP, Rasmussen, and Todd AkinAfter Todd Akin's moronic comments on rape and pregnancy were first published, both PPP and Rasmussen released polls. They were ... at odds with each other, shall we say. Republicans <a href="http://www.politico.com/blogs/charlie-mahtesian/2012/08/ppp-we-didnt-game-the-akin-poll-132795.html">accused PPP</a> of fudging their (Akin +1) results and Democrats <a href="http://www.huffingtonpost.com/2012/08/23/akin-mccaskill-missouri-poll_n_1824907.html">accused Rasmussen</a> of fudging his (McCaskill +10).<br />
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Well, that was August. The most recent polling of the race, coincidentally, was also by PPP and Rasmussen, and the dates are almost identical. Interestingly, they each now agree! Pretty clearly, one or the other WAS fudging their data. What makes more sense, that a month and a half after making extremely damaging comments, that a candidate would see a smallish 4 point recovery? Or would they 'recover' by losing another 7 points?<br />
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In any event, with the <a href="http://www.huffingtonpost.com/2012/10/09/claire-mccaskill-husband_n_1951984.html">McCaskill corruption scandal</a> that has emerged after both of those polls were released, the race should be getting pretty close.<br />
<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-9642143727940340782012-10-16T02:15:00.002-04:002012-10-16T03:08:26.776-04:00Predictions1. In spite of all the pollster protests that their samples "just come out that way" with D+9 and D+11 samples - miraculously, none of their final national polls will have samples with a bigger slant than D+4.<br />
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2. None of the final polls from the 'true' swing states (i.e. Ohio, Florida, Colorado, Iowa, Virginia) will have samples larger than D+4 either. There won't be any that bear any resemblance to the <a href="http://msnbcmedia.msn.com/i/MSNBC/Sections/news/Marist%20OH%2010-12.pdf">D+11 fantasy Ohio poll</a> that NBC/Marist recently put out. Wisconsin, Pennsylvania, and Michigan poll samples will all be D+single digits.<br />
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3. Due to the remarkable decrease in the "Garbage In" factor, Nate Silver's final model will show Romney's chances of winning being greater than 50%, but it will still overstate Obama's position.<br />
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4. Any national poll that DOES have a D+4 or D+3 sample will understate Romney's winning margin by at least 2 points (<a href="http://rkayn.blogspot.com/2012/10/even-rasmussen-is-skewed-toward.html">including Rasmussen</a>, if he is still insisting on using that weighting system at that time).<br />
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5. Republicans will have 50 or more Senate seats, and there will be very little change in the House.<br />
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<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-28696291335366171482012-10-14T23:06:00.003-04:002012-10-14T23:09:09.654-04:00Ohio Secretary of State Jon HustedI loathe politicians, Republican or Democrat, who use their elected positions to <a href="http://www.sos.state.oh.us/">gratuitously enhance their name recognition.</a>Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-76241061452071296142012-10-13T15:32:00.000-04:002012-10-13T15:42:58.355-04:00The Best Measure of Sample BiasThere are two competing interpretations of all of the polling from the last couple of months with samples containing many more Democrats than Republicans. The Republicans (including me) contend that these samples are not representative of the actual population of American voters, and so are not showing results that will agree with the election. The pollsters (and Democrats) maintain that they don't weight their samples this way on purpose, they weight according to the Census reports by categories of age, sex, race, and assorted other criteria, and the results are the results.<br />
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Other than looking at the evidence outside of polling (as I've done) like voter registration, historic patterns, etc. - none of which indicate a big Democratic advantage this year - it didn't seem like there was any way to test which of these two interpretations was correct within the actual polling results. However, there IS a poll question that I believe can definitively establish whether the polls are biased toward Obama and the Democrats or not. The only problem is that so few pollsters ask the question and/or report the results. In any event, I have found one national pollster that asks the question (<a href="http://www.people-press.org/">Pew</a>), and one state level pollster who asks the question (WMUR/UNH <a href="http://www.unh.edu/survey-center/news/granite-state-poll.html">Granite State Poll</a>).</div>
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What's the question? It is, "Who did you vote for in the previous presidential election?"</div>
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It is a fact that Obama won nationally by <a href="http://www.uselectionatlas.org/RESULTS/national.php">7.3 points</a>, 52.9 to 45.6. It is also a fact that Obama won in New Hampshire by <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&fips=33&year=2008">9.6 points</a>, 54.1 to 44.5. ANY FAIR SAMPLE should have respondents who match these numbers, within a couple of points. In fact, I'd argue that a correct sample should have a somewhat smaller margin of Obama voters given the depressed Democratic registrations and Republican enthusiasm advantage across the country.</div>
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So, have the samples been biased?</div>
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<b><i><u>THE PEW POLL</u></i></b></div>
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Pew is in fact a terrific example. In September they released a poll showing <a href="http://www.people-press.org/files/legacy-pdf/09-19-12%20Political%20release.pdf">Obama up by 8 points</a> (the "Who did you vote for in 2008?" question is on the top of page 81), and then this week released a poll which caused much wailing and consternation among the Democrats showing <a href="http://www.people-press.org/files/legacy-pdf/10-8-12%20Political%20Release.pdf">Romney up by 4</a> (This is on page 37). Was this mostly due to Romney's sterling debate performance, or was it mostly due to a shift in the sample?</div>
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The September sample included 86% of respondents who stated that they had voted in '08. Of this number, 54.7% (47/86) voted for Obama. <b>Only 37.2% (32/86) of their sample of 2008 voters had voted for McCain!</b> This is a +17.5 Obama sample, from an election that produced a 7.3 point Obama win. In other words (in those who had previously voted), <b style="font-style: italic;">this sample was biased towards Obama by a more than 10 points! </b>There is no spinning this as 'this is just what the numbers are', this is proof positive that this poll strongly over-sampled Obama voters.</div>
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In October, the sample included a nearly identical percentage of 2008 voters, 85%. This time, however, only 49.4% (42/85) of these reported voting for Obama vs 43.5% (37/85) McCain voters. This is a much more representative sample, with a 5.9 point Obama advantage vs the 7.3 points he won by, a difference of only 1.4 points.</div>
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As I said earlier, I believe that given falling Democratic registrations across the country - a symptom of lower Democratic enthusiasm - that a small change away from Obama voters makes perfect sense. So this Pew poll's sample looks to accurately reflect the race as it currently sits, while the September poll's sample did not. <i><b>Pretty much the entire 12 point shift from Obama to Romney was a function of fixing the sample.</b></i></div>
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<i><b><u>THE GRANITE STATE POLL</u></b></i></div>
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The University of New Hampshire released a poll on October 1st showing Obama leading Romney by <a href="http://www.unh.edu/survey-center/news/pdf/gsp2012_fall_presapp100112.pdf">15 points</a>, 52-37. They don't label their pages, but about three quarters down they show their 'likely voter' statistics, including the number of respondents for each category. If you just looked at their Democratic vs Republican numbers, it actually looks reasonable - 166 Democrats vs 161 Republicans. However, when you look at the breakdown of Obama/McCain voters, the Obama bias pops out. Of the 543 'likely voters' (215+314+14) who voted in 2008, 57.8% of them (314/543) voted for Obama vs 39.6% (215/543) McCain voters. This is a 18.2 point edge in 2008 Obama voters, even though his edge was only 9.6 points - an 8.6 point skew towards Obama.</div>
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On Oct 9th, after the debate, they released another poll showing a big shift toward Romney, with Obama leading 50-44 among 'likely voters, with leaners' (again, about 3/4 down). Was this also a result of a shift in sample? Actually, no. The swing appears to be entirely a function of changed minds, because the sample remains just as skewed toward Obama as the previous one. There were 484 reported 2008 voters (289+195), and 59.7% (289/484) were Obama voters while only 40.3% (195/484) were McCain voters. Again, Obama only won by 9.6 points, so this sample is also skewed towards Obama by almost 10 points.</div>
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Keep in mind that New Hampshire Republicans have gone from a tiny deficit in registration in 2008 to a comparatively large advantage in the <a href="http://rkayn.blogspot.com/2012/10/new-hampshire-2012-election-analysis.html">most recent data for 2012</a>, 32.8% of registered voters vs 28.3% for the Democrats.</div>
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The Granite State Poll sample simply does not reflect reality. If it was weighted to reflect the actual number of 2008 voters, Romney would be leading. If it was further weighted to reflect the strong trend in registration toward the Republicans, Romney would be leading comfortably.</div>
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<i><b><u>SUMMARY</u></b></i></div>
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The evidence from the handful of polls I have found that include the question, "Who did you vote for in 2008?" indicates that those which show Obama doing well have samples that are strongly biased toward 2008 Obama voters. The single poll that did not have this issue showed Romney leading by 4 nationally.</div>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-49210549876927830902012-10-13T12:37:00.002-04:002012-10-13T12:37:57.458-04:00Biden - The Modified Clinton Defense.In the VP debate, Biden infamously stated, “We weren’t told they wanted more security [in Benghazi] ". When questioned on this bald faced lie, the Obama team's post debate defense has consisted of essentially saying, "That depends on what the meaning of the word 'we' is".<br />
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<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-44840960551112603302012-10-08T06:13:00.000-04:002012-10-08T09:13:26.320-04:00Gallup's Sample Part 1 - Education DemographicsThere have been numerous complaints over the samples used by polling organisations this year. They have been reporting an unlikely (to be generous) number of Democrats in their samples. The response has been more or less uniform, <a href="http://www.hughhewitt.com/transcripts.aspx?id=1c1a7295-7ce1-47e7-8074-4ce24952aceb">something on the order of</a>, "We don't weight our samples to political orientation, because those have a history of change, we only weight by other characteristics like sex, race, age that aren't subject to change to the same degree.<br />
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So far, I haven't seen anyone look into how reasonable the breakdown for <i>those</i> things is. This is my first post doing so. I chose Gallup, because they have been quite reputable for a long time. As it turns out, their samples also show major problems in other demographics.<br />
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The first issue I will go over is in the area of education, because not only did the numbers look obviously wrong, they may be the easiest to demonstrate. <a href="http://www.gallup.com/poll/154559/US-Presidential-Election-Center.aspx">Gallup's sample</a> over the dates September 10th-September 30th includes 22% (2162 of 9842) people with a 'Post-Graduate' education level. Nearly a quarter of registered voters hold advanced degrees?! Impossible. According to <a href="http://www.census.gov/hhes/socdemo/education/data/cps/2011/tables.html">2011 Census tables</a> (the top file), the percentage of the adult population with better than a bachelor degrees is less than 10% (22 million out of 231 million). While I'm sure that those with advanced degrees are more likely to be registered than the average American, we had approximately <a href="http://elections.gmu.edu/Registration_2008G.html">187 million registered voters</a> in 2008. Even if every single one of those 22 million people with post-graduate degrees were registered, if the number of registered voters is similar this year, they would account for less than 12% of registered voters (22/187).<br />
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This hugely over-sampled group goes to Obama by almost 3:2 - 57% prefer Obama to 39% for Romney.<br />
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Another major issue with the educational demo is that the 'College Graduate' demographic is <i>under-sampled. </i>There are over 62 million Americans with Bachelor and/or Associate degrees, according to that same <a href="http://www.census.gov/hhes/socdemo/education/data/cps/2011/tables.html">Census table</a> - nearly 3 times as many as hold advanced degrees. Yet they only make up about 24% of the sample. According to statistics posted by George Mason University, <a href="http://elections.gmu.edu/Registration_2008G.html">87.9% of eligible Americans registered to vote in 2008</a>. If anything, college graduates should be more likely to register than the average American. However, using that percentage would give us about 55 million registered college graduates (.879 times 62.5 million). That would, in turn, indicate that a representative polling sample should include at least 29% college graduates (55/187).<br />
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This under-sampled demographic leans toward Romney, 50-44.<br />
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Adjust for both of these discrepancies, and Obama's lead goes poof. When you consider that this is a registered voter poll, and actual voters almost always turn out to <a href="http://www.huffingtonpost.com/2012/10/07/chuck-todd-republican-voters_n_1946586.html">favor Republicans</a> by several points when compared to registered voter polls (<a href="http://www.huffingtonpost.com/2012/10/07/chuck-todd-republican-voters_n_1946586.html">especially this year</a>), and Romney is actually leading.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-30323061268457627282012-10-06T04:31:00.002-04:002012-10-07T08:00:42.636-04:00Even Rasmussen is skewed toward the DemocratsHow can Rasmussen, long considered (at least by Democrats) to be biased toward the Republicans instead be biased toward the Democrats? Because even though he has been polling extensively on the question of party ID, he is not using that data, he is instead weighing his results to exit polls - which have a long and uniform history of being significantly biased toward the Democrats as I've previously <a href="http://rkayn.blogspot.com/2012/10/exit-polls-have-long-standing.html">written about</a>.<br />
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How do we know this? Byron York <a href="http://washingtonexaminer.com/rasmussen-yes-dems-likely-have-2-4-point-advantage-in-november/article/2509409">reported</a> that he stated:<br />
<blockquote class="tr_bq">
<span style="background-color: white; font-family: 'Helvetica Neue', helvetica, arial, sans-serif; font-size: 15px; line-height: 22px;"> “For the last 20 years, between 37 and 39 percent of voters on Election Day have been Democrats ... Republicans have ranged from 32 to 37 percent."</span></blockquote>
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Where did these figures come from? Not from his own polling, but from exit polling data. <a href="http://www.weeklystandard.com/blogs/morning-jay-are-polls-skewed-toward-obama_648770.html">Jay Cost</a> listed the exit polling data from 1972:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiOpL_AleJnT5vw4tHMYDvtUw2_JLVtxd7OlC_jLH_N1yKRylQGkm5Rof2h9dRCyOqwH5DteJjzfXktgKFq1vBNarqDJNz-oWyd3kMHUBMhls2p_qAx2-xX4UJBkdzBeVz1P0RV/s1600/Party+ID+Exit+Polls.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiOpL_AleJnT5vw4tHMYDvtUw2_JLVtxd7OlC_jLH_N1yKRylQGkm5Rof2h9dRCyOqwH5DteJjzfXktgKFq1vBNarqDJNz-oWyd3kMHUBMhls2p_qAx2-xX4UJBkdzBeVz1P0RV/s1600/Party+ID+Exit+Polls.gif" /></a></div>
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Notice how the last 20 years (1993-2012) of exit poll data matches exactly Rasmussen's statement. Republican ID ranges from 32-37%, while Democrats range from 37-39%.<br />
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Rasmussen went on in the same interview <a href="http://washingtonexaminer.com/rasmussen-yes-dems-likely-have-2-4-point-advantage-in-november/article/2509409">to state</a>:<br />
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<span style="background-color: white; font-family: 'Helvetica Neue', helvetica, arial, sans-serif; font-size: 15px; line-height: 22px;">"Right now, our sample looks like 36 percent Republican versus 39 percent Democrat.”</span></blockquote>
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Given the long term Democratic bias in the exit polls, these splits are almost certainly wrong. The bias towards the Democrats seems to generally be somewhere between 2 and 4 points ... in other words, the entire advantage that Rasmussen is giving them right now.<br />
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In fact, Rasmussen's <a href="http://www.rasmussenreports.com/public_content/archive/mood_of_america_archive/partisan_trends/summary_of_party_affiliation">own polling</a> shows a much more volatile range over the last 9 years. Republicans have moved between 30.8 and 37.6% while the Democrats have been between 32.4 and 41.7%. His most recent polling on the question, in September 2012, shows a <b><i><u>2.6 point advantage for the Republicans</u></i></b>, 36.8 to 34.2.<br />
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So, rather than using the results of his own up-to-date polling, showing a small voter ID edge for the Republicans, he is instead weighting his results to a small Democratic edge on the basis of flawed historical exit polls. If this was, ahem, <a href="http://www.unskewedpolls.com/">unskewed</a> ... Rasmussen's current rolling average showing a 2 point edge for Obama would instead show a 2-3 point lead for Romney.<br />
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I am not sure how any of this might effect his state level polls. If he weights according to the state level exit polling of previous election years, that would make most of his state polls lean even further toward the Democrats. He may, however, treat the state polls differently.<br />
<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-41034209450308237502012-10-05T15:05:00.002-04:002012-10-05T15:05:49.835-04:00Why Biased Exit Polls in the Past Lead to Biased Polls Now As discussed in my <a href="http://rkayn.blogspot.com/2012/10/exit-polls-have-long-standing.html">previous post</a>, exit polls consistently skew towards the Democrats, election after election after election. Why should that matter now? Because the polls now use these biased exit polls to weight their results.<br />
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I earlier linked to a Washington Post piece on the poor showing of the exit polls in the Wisconsin recall election. There was a section of the article that explains the <a href="http://www.washingtonpost.com/blogs/the-fix/post/what-happened-with-the-wisconsin-exit-poll/2012/06/06/gJQA3GYfIV_blog.html">conventional thinking</a> perfectly:<br />
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"<span style="background-color: white; font-family: arial; font-size: 13px; line-height: 17px;">One way to avoid Election Day confusion is to focus on what exit polls are good for — the tally of how different groups voted in an election, and their relative size in the overall electorate — not what they’re not: predicting results.</span>"</blockquote>
See? Exit polls are allegedly "good" for showing the turnout percentages of various different groups - <i>but these percentages are based upon a Democratic leaning sample! </i>When you weigh a poll today so that it reflects a sample <i>which has been proven to be skewed Democratic</i>, you are necessarily <i><b>skewing your current poll towards the Democrats</b></i>.<br />
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This skewing is in addition to the problem of weighing current polls to reflect exit polls taken from a Democratic wave election.<br />
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<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-75359009998827794482012-10-05T13:03:00.000-04:002012-10-05T13:03:04.981-04:00Exit Polls Have a Long Standing Democratic BiasExit polling has a long history of Democratic bias. Nate Silver, the NYT's poll guru, had a very good post up on the <a href="http://www.fivethirtyeight.com/2008/11/ten-reasons-why-you-should-ignore-exit.html">subject in 2008</a>. He brought up some doozies:<br />
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1. Exit polling showed Bill Clinton winning Indiana and Texas(!?!).</div>
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2. Exit polling showed Gore winning Alabama and Georgia(!?!)<br />
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Succinctly stated:<br />
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<span style="font-family: Arial, sans-serif; font-size: 12px; font-weight: bold; line-height: 19.316667556762695px;">"Exit polls have consistently overstated the Democratic share of the vote</span><span style="font-family: Arial, sans-serif; font-size: 12px; line-height: 19.316667556762695px;">." </span></blockquote>
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Mark Blumenthal used to post at "MysteryPollster.com", and now is in charge of HuffPost's "Pollster.com". He characterized a <a href="http://www.mysterypollster.com/main/2004/12/have_the_exit_p.html">study on exit polling</a> this way:<br />
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"<strong style="background-color: white; color: #333333; font-family: Georgia, Times, serif; font-size: small; line-height: 16px;">In short, Mitofsky and Lenski have reported Democratic overstatements to some degree in every election since 1990.</strong><span style="background-color: white; color: #333333; font-family: Georgia, Times, serif; font-size: x-small; line-height: 16px;"> "</span></blockquote>
<span style="background-color: white; color: #333333; font-family: Georgia, Times, serif; font-size: x-small; line-height: 16px;"><br /></span>
The most recent example of this exit poll bias was in the Wisconsin recall election, where exit polls indicated a <a href="http://www.washingtonpost.com/blogs/the-fix/post/what-happened-with-the-wisconsin-exit-poll/2012/06/06/gJQA3GYfIV_blog.html">tight race</a>:<br />
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"The numbers seemed to pop off the screen — 50 percent apiece for Barrett and Republican Gov. Scott Walker, the subject of the recall effort. Walker had a clear lead in independent pre-election polls, so the tie score sent analysts scrambling and buoyed Democratic hopes when the numbers were widely reported elsewhere minutes later at the official poll close time. </blockquote>
<blockquote class="tr_bq">
Just a half hour later, the exit poll shifted to 52 to 48 percent, tilting in Walker’s favor."</blockquote>
<a href="" name="excerpt" style="background-color: white; font-family: arial; font-size: 10px; font-weight: bold; line-height: 10px;"></a><span style="background-color: white; font-family: arial; font-size: 10px; line-height: 10px;"></span><br />
<br />
but the actual result was a solid <a href="http://www.jsonline.com/news/statepolitics/june-5-recall-election-results-155977565.html">7 point win by Walker</a>, the Republican governor.</div>
Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-21604534926580708532012-10-04T04:01:00.000-04:002012-10-04T04:01:04.335-04:00Oil Company Deductions vs 'Investments' in Solyndra & CoDuring the shellacking Romney gave Obama last night, there was an exchange about tax deductions for oil companies and money for 'Alternative Energy'. I have a quibble about the comparison. Actually, more than a quibble: The two are completely different things, even besides the incredible amount of money wasted on these Obama crony's boondoggles.<div>
<br /></div>
<div>
A tax deduction given to oil companies means that they might get to keep more of their own money than they otherwise would have been able to do. <i>A tax deduction is only valuable to a company that is making a profit.</i> If they aren't profitable, they don't owe any taxes, and a tax deduction is completely meaningless. In any event, we are talking about money earned by the actions of this company and its employees.</div>
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<br /></div>
<div>
In contrast, Obama showered his cronies with money <i>earned by other people</i>. Solyndra never made a dime, but Obama gave its owners (who were, let's remember, big donors to his election funds) a gift paid for by the rest of us.</div>
<div>
<br /></div>
<div>
These "Investments", as Obama loves to call them, are by their very nature a drain on our economy - they take money from profitable enterprises and people earning a living (i.e. taxpayers), and give it to objects of Obama's benevolence ... who just happen to be well-connected and wealthy Democratic donors. If these "investments" were really investments in the true meaning of the word, then their owners - especially given their wealth and connections - would have no problems attracting financing just like the rest of us! </div>
<div>
<br /></div>
<div>
However, they are and were boondoggles that only someone inept, clueless, and/or corrupt would ever consider putting money into.</div>
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<br /></div>
<div>
I think Obama hit the trifecta.</div>
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Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-61558434141995115602012-10-01T21:11:00.000-04:002012-10-13T15:01:56.505-04:00New Hampshire 2012 election analysisNew Hampshire has an interesting way of reporting voter registration, apparently because they allow same day registration and voting - they only report after primaries and general elections. This means that the only registration available to compare to previous years is <a href="http://sos.nh.gov/ElectResults.aspx">as of the January primary</a>. A lot can happen between January and now (or November), but let's see what trends there were anyway.<br />
<br />
In 2004, Republicans had a sizable registration advantage during the primaries of 246,529 to 199,386 for the Democrats. By the time of the general election, they still had a very sizable advantage: 267,141 to 228,395. Independents were the largest group, totaling 360,325, and they seem to have swung appreciably toward the Democrats, as <a href="http://www.uselectionatlas.org/RESULTS/state.php?f=0&fips=33&year=2004">Kerry won by 9,000</a> in spite of the 39,000 Republican registration edge.<br />
<br />
In 2008, Democrats cut the Republican edge in registration considerably during the primaries, down to about 12,500. By the general election the Democrats had taken a narrow lead of almost 2,000 in registered voters, and in the actual election, <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&fips=33&year=2008">Obama won by 68,000</a>.<br />
<br />
In 2010, Republicans had gained a tiny lead in registration during the primaries, and pushed it up to about 8,000 for the general election. In spite of this small advantage, Republican Kelly Ayote blew out the Democratic nominee by <a href="http://en.wikipedia.org/wiki/United_States_Senate_election_in_New_Hampshire,_2010">over 100,000 votes</a>, 23 points.<br />
<br />
This year, Republicans re-established their dominance in registration in the primaries, pushing it back up over 43,000. Clearly, this year's election looks to more closely resemble 2004 than 2008. The question is whether the undeclared will continue with their recent lean toward the Democrats during the presidential elections, or whether they will maintain their strong 2010 swing toward Republicans. Given the registration advantage, this seems to be a toss-up at worst for the Republicans.<br />
<br />
<i style="font-weight: bold;">UPDATE: </i>Realclearpolitics.com today <a href="http://www.realclearpolitics.com/epolls/2012/president/nh/new_hampshire_romney_vs_obama-2030.html">moved New Hampshire</a> from their 'Toss up' category to 'Leans Democrat' on the basis of a new poll showing Obama up by <a href="http://www.unh.edu/survey-center/news/pdf/gsp2012_fall_presapp100112.pdf">15 points</a>(!). This is a perfect example of ridiculous polling. As shown above, since 2008 New Hampshire has trended strongly towards the Republicans, yet this poll purports to show that Obama is going to beat Romney by 5 points more than he beat McCain. Looking at the internals, their sample consists of 323 Obama voters compared to 216 McCain voters - almost exactly 3:2. In the real world, Obama beat McCain 54:45.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-61989528302776731822012-09-30T19:23:00.000-04:002012-09-30T19:23:10.117-04:00Iowa 2012 election analysisIn 2004, Republicans had just over a <a href="http://sos.iowa.gov/elections/pdf/VRStatsArchive/2004/Conov04.pdf">4,000 edge</a> in 'active' registered voters, and won by a similar margin of <a href="http://www.uselectionatlas.org/RESULTS/state.php?f=0&year=2004&fips=19">10,000 votes</a>. In 2008, much like Nevada, Democrats surged to a huge <a href="http://sos.iowa.gov/elections/pdf/VRStatsArchive/2008/Conov08.pdf">edge of 106,000</a> 'active' registered voters. This lead to a <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&fips=19&year=2008">146,000 blow-out win</a> for Obama in 2008.<br />
<br />
So how is 2012 shaping up? <i>Republicans</i> currently have a <a href="http://sos.iowa.gov/elections/pdf/VRStatsArchive/2012/CoSept12.pdf">12,000 edge</a> in active registered voters, bigger than they did when Bush won in 2004.<br />
<br />
In spite of the <a href="http://www.realclearpolitics.com/epolls/2012/president/ia/iowa_romney_vs_obama-1922.html">Iowa poll averages</a>, Romney looks to have the advantage this year.<br />
<br />
I notice that Rasmussen's most <a href="http://www.rasmussenreports.com/public_content/politics/elections/election_2012/election_2012_presidential_election/iowa/election_2012_iowa_president">recent poll</a> shows a Romney edge of 3 points. This looks about right. Not from confirmation bias (looking for a poll that agrees with my opinion), but because that result agrees with the objective evidence from non-polling sources.<br />
<br />
<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-15292085937522141352012-09-30T18:15:00.001-04:002012-09-30T18:15:38.471-04:00Nevada 2012 election analysisIn <a href="http://www.nvsos.gov/SOSElectionPages/voter-reg/2004/1004main.aspx">2004</a>, Nevada Republicans had a small registration advantage: 434,239 to 429,808. By <a href="http://www.nvsos.gov/SOSElectionPages/voter-reg/2008/CLOSEmaint.aspx">2008</a>, the Democrats had built a huge registration advantage: 625,134 to 513,629. These changes were reflected in the presidential voting, turning a small Republican edge of <a href="http://www.uselectionatlas.org/RESULTS/state.php?f=0&fips=32&year=2004">21,000 votes in '04</a> to a blowout Democratic win of <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&fips=32&year=2008">over 120,000 in '08</a>.<br />
<br />
Nevada has an interesting system of differentiating between 'active' registered voters and 'inactive' registered voters. Essentially, 'inactive' registered voters are those in which records indicate that they may have moved. They can still vote if they can show that they are legally able to do so, but I would think that such voters would be significantly less likely (though to what extent I don't know) to actually vote. I believe that, like increasing (or decreasing) voter registration, it is a proxy for enthusiasm.<br />
<br />
In 2008 almost all of the Democrats' advantage was in 'active' voters, with about <a href="http://www.nvsos.gov/SOSElectionPages/voter-reg/2008/CLOSEmaina.aspx">101,000</a> of their advantage coming from them and only about a <a href="http://www.nvsos.gov/SOSElectionPages/voter-reg/2008/CLOSEmaini.aspx">10,000 edge</a> in 'inactive' voters. This year, however, while the total Democratic advantage is only slightly smaller, their advantage in 'active' registered voters has been almost halved to 55,700. About half of it is now in 'inactive' voters. There are 127,000 'inactive' Democratic registered voters compared to only 76,000 'inactive' Republican voters.<br />
<br />
One final issue is the growth of the <a href="http://www.iapn.org/">Independent American Party</a>. When you look at their site, it is clear that they are essentially Tea Partiers. If you look at only the active registered voters as of August 2012, Republicans, when combined with the IAP, are essentially tied with the Democrats.<br />
<br />
Nevada looks to me to be in play as of the August data. Obama was clearly in much worse shape than he was in 2008 (though of course he can afford to lose quite a bit, considering the blow-out double digit win).Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-77355806826824786532012-09-29T14:57:00.000-04:002012-10-01T19:15:00.593-04:00Ohio 2012 election analysisAs I stated in my earlier post on <a href="http://rkayn.blogspot.com/2012/09/florida-2012-election-analysis.html">Florida</a>, I am attempting to do a 'sanity check' on the state level polls coming out recently. A surprisingly large number of them seem to have results outside the realm of probability, so I decided to see if I could find predictive data outside of polling to see what it might tell us.<br />
<br />
What I have stumbled upon is a comparison of historic voting patterns among various large segments of registered voters, with current voter registration. With Florida, I compared historic voting patterns of registered Democrats with that of registered Republicans and using those to forecast a vote using current registration levels.<br />
<br />
Unfortunately, Ohio does not post these types of data, so I have to use a slightly different method - comparing the voting history of various counties with the current number of registered voters in those counties. Certain counties have historically been much more Democratic oriented and others have been more dominated by Republican voters. To the extent that this pattern holds, you can estimate which party is better situated this year than in previous elections. This is somewhat more labor intensive than was the case with Florida, but I think that it is similarly helpful.<br />
<br />
There are 88 counties, so I will be focusing on some of the largest counties to see if we can see evidence for which way this election will be going compared to 2008.<br />
<br />
Obama won Ohio by <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&fips=39&year=2008">262,000</a>. Cuyahoga county by itself provided Obama with <a href="http://uselectionatlas.org/RESULTS/datagraph.php?year=2008&fips=39&f=0&off=0&elect=0">more than 258,000</a> of that advantage. So what is going on there this year? This is the total <a href="http://boe.cuyahogacounty.us/pdf_boe/en-US/2012/september_072012votercontrolreport.pdf">registered voters as of 9/7/12</a>:<br />
<br />
Democrats - 346,642 38%<br />
Republicans - 126,280 14%<br />
Other - <u>431,372</u> 48%<br />
Total 904,294<br />
<br />
Looks pretty dreadful for Republicans, right? Well ... in comparison to 2008, its actually a huge improvement. Voter registration figures for <a href="http://boe.cuyahogacounty.us/pdf_boe/en-US/votercontrol/2008/11-12-2008.pdf">November 2008</a> show:<br />
<br />
Democrats - 395,514 36%<br />
Republicans - 91,416 8%<br />
Other - <u>625,527</u> 56%<br />
Total - 1,112,507<br />
<br />
In their most important county, Democrats have suffered a net loss of over 83,000 from their advantage in registered voters, from an advantage of 304 thousand in 2008 to an advantage of 220 thousand earlier this month.<br />
<br />
Does this indicate a state that is going to be MORE favorable to Obama this year vs 2008 as many polls are showing, or one that is going to be considerably LESS favorable?<br />
<br />
I had planned to do the same comparison for other counties (Franklin and Lucas counties in particular), but I can't find similar data on their websites. However, there is a recent <a href="http://www.foxnews.com/politics/2012/09/27/drop-in-ohio-voter-registration-especially-in-dem-strongholds-mirrors/">Fox News </a>story which details the declining registration in Democratic strongholds in Ohio including not just Cuyahoga but Franklin and Hamilton. Interestingly, they mention that this decline in Democrat standing is holding over at least 8 'key' swing states including Iowa, Florida, and New Hampshire.<br />
<br />
This simply makes sense - Obama has been a disaster, and 2008 was a Democratic wave. How on Earth could he improve substantially in swing states as many polls are stating? In the real world, Republicans are increasing their number of registered voters in these swing states, while registered Democrats are <i>declining.</i><br />
<br />
Who are you going to believe, common sense plus data on literally millions of American voters actual actions, or are you going to believe divergent polls based on merely thousands of respondents (with highly debatable samples)?<br />
<br />
<i style="font-weight: bold;">UPDATE</i>: As I said, I wasn't able to get the same information from other counties, but I was able to download a CSV file from <a href="http://boe.hamilton-co.org/data/voter-lists.aspx">Hamilton County</a> with the current registration figures. In 2008, <a href="http://uselectionatlas.org/RESULTS/datagraph.php?year=2008&fips=39&f=0&off=0&elect=0">Obama won Hamilton County by 7 %</a>, nearly 30,000 votes - 225,213 to 195,530. Hamilton County currently shows a total of just of 554,000 registered voters. What is really interesting is that right now, by sorting the 'party code' column, I see that registered Republicans outnumber registered Democrats by more than 2 to 1 (though they are both swamped by officially unaffiliated voters). There appear to be a total of just 43,932 registered Democrats in the county vs 97,419 registered Republicans.<br />
<br />
<i style="font-weight: bold;">UPDATE 2:</i> I have now downloaded a voter registration file from <a href="http://vote.franklincountyohio.gov/voter/voterdata.cfm">Franklin County</a>, and it's more of the same. Keep in mind that it is of limited utility since I can't compare it to registration data as of 2008, and the unaffiliated voters make up the biggest percentage by far. With those caveats in mind, there are over 791,000 registered voters in Franklin County. Of those, 102,605 are registered as Republicans, while there are only 67,915 registered Democrats (leaving over 620,000 to the smaller parties and 'non affiliated'). This is in a county that <a href="http://uselectionatlas.org/RESULTS/datagraph.php?year=2008&fips=39&f=0&off=0&elect=0">Barack Obama won</a> by 116,000 votes (over 20 percentage points 59.6 to McCain's 38.9).<br />
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<br />Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-57603549699249311422012-09-29T05:47:00.000-04:002012-09-29T15:31:07.184-04:00Florida 2012 election analysisThe polls are all over the place this year, and something like half simply make no sense whatsoever. Obama is now a known factor, and has been a disaster. Romney, whatever his faults, is an improvement over McCain. Yet Obama is supposed to be doing twice as well vs Romney as he did vs McCain? I'm sorry, but that is inconceivable, and I DO know what that word means. How can this be checked without reference to polls? Using one poll (say Rasmussen) to 'prove' that another poll (say, Fox or MSNBC) is wrong doesn't make any sense. All you are doing is showing a textbook case of confirmation bias. The only way to judge is if you are somehow able to look at the issue by looking at data that is not artificially weighted, adjusted, etc.
<br />
<br />
Where can you get such information, you ask? It depends on the state, but there is a surprisingly large amount of raw data available that I believe can be used as a sanity check. By this I am referring to votes in actual elections (rather than estimated "likely" voters), and I am referring to party preference actually reported to the state in voter registration forms. I am also referring to the TOTAL registered voter population, not a small sample taken from it, which may or, (much more likely) may NOT be representative.<br />
<br />
I've chosen to look at Florida first, because it is not only an extremely important state in terms of electoral votes, but because it furnishes a long record of voter registration figures, including partisan breakdowns.
One of the arguments that Republicans have been making about the polls is that they seem to be ignoring the evidence from the 2010 elections. The pollsters, by and large, respond that presidential years are very different. I think that each side overstates their case a bit, but to be as fair as possible to the polls, I will only consider presidential years in this post.<br />
<br />
In <a href="http://election.dos.state.fl.us/voter-registration/statistics/pdf/2004/2004genParty.pdf">2004</a>, Florida had 10,301,290 registered voters:<br />
<br />
Democrats - 4,261,249 41.4%<br />
Republicans - 3,892,492 37.8%<br />
Other - 2,147,549 20.8%<br />
<br />
So, notice, Democrats had over a 3 1/2 point advantage in registration, nearly 370 thousand registered voters.<br />
<br />
In the <a href="http://www.uselectionatlas.org/RESULTS/state.php?f=0&year=2004&fips=12">2004 election</a>, Bush won by over 380 thousand votes. The actual vote totals were:<br />
<br />
Bush - 3,964,522<br />
Kerry - 3,583,544<br />
<br />
Notice that, in comparison with registered voters, Bush's vote totals were slightly <i>greater</i> than the number of registered Republicans (102%), while Kerry's were significantly lower (84%) than the number of registered Democrats. In 2004, either Republicans were much more motivated to vote, or they were winning a huge percentage of 'Other' affiliations, or some combination of both.
<br />
<br />
This all changed for <a href="http://election.dos.state.fl.us/voter-registration/statistics/pdf/2008/2008genParty.pdf">2008</a>, right? Well ... to some extent, but not nearly as much as I would have thought. First, and most obvious change was in the huge surge in Democratic voter registration, and the big advantage they derived from it:<br />
<br />
Democrats - 4,722,076 42.0%<br />
Republicans - 4,064,301 36.1%<br />
Other - 2,461,257 21.9%<br />
<br />
So in 2008, Democrats now have more than a 650 thousand registration advantage, nearly 6 points. How much do they win by? <a href="http://uselectionatlas.org/RESULTS/state.php?f=0&year=2008&fips=12">Considerably less</a>:<br />
<br />
Obama - <span style="background-color: white;"> <span style="font-family: times, 'times new roman', verdana, arial, helvetica, sans-serif; font-size: 16px; text-align: right;">4,282,367</span></span><br />
<span style="background-color: white; font-family: times, 'times new roman', verdana, arial, helvetica, sans-serif; font-size: 16px; text-align: right;">McCain - 4,046,219</span><br />
<br />
What jumps out at me is that McCain, like Bush in 2004, pulled in essentially the same number of voters as registered Republicans (99.8%), while Obama, like Kerry, pulled in a significantly lower percentage of voters/registered Democrats. He did improve over Kerry's figure (91% vs 84%), but this was a 'wave' election! In spite of that, McCain managed to cut over 400,000 off of his registered voter disadvantage!<br />
<br />
So where does this leave us for the upcoming election? In terms of registered voters, much <a href="http://election.dos.state.fl.us/voter-registration/statistics/pdf/2012/PRI2012_CountyParty.pdf">better shape than 2008</a>*:<br />
<br />
Democrats - 4,581,056 40.0%<br />
Republicans - 4,137,890 36.1%<br />
Other - 2,727,594 23.8%<br />
<br />
Republicans have maintained their 2008 percentage, while Democrats have dropped 2 full percentage points. If Romney does as well as McCain did in garnering as many votes as registered Republicans, <u style="font-style: italic;">Obama has to do as well as he did in 2008 to get it even.</u> If Obama does even slightly worse, say, 89% of registered Democrats, Romney wins. If Obama some how, some way manages to maintain his 91% from 2008 and Romney makes even a slight improvement on McCain (i.e. does as well as Bush did in 2004), Romney wins.<br />
<br />
As the country stands, I simply can't imagine Obama doing BETTER than he did in terms of Democratic turnout in 2008. I also don't see how Republicans don't turn out better for Romney than they did for McCain. Especially in Florida. The polls showing Obama out to big leads there aren't worth the pixels they are printed on. Best case scenario for him is a close nail biter. It's more likely that Romney wins it going away - he's going to have 10 or 20 times the resources McCain did.<br />
<br />
Look at every other election metric besides: Republican governor. Republicans control the State Senate better than 2-1. They control the State House better than 2-1. The US House delegation is Republican at better than 3-1. The US Senate is the only place the parties are even, and that seat is in jeopardy.<br />
<br />
Hopefully tomorrow I'll be able to look at Ohio. It is much harder than Florida because they don't have nearly the same availability of records online, and they don't have partisan breakdown. However, I think I can do something similar with county registration and voting records.<br />
<br />
<br />
*The figures from the Florida Division of elections that I downloaded were dated July 16th of this year.<br />
<br />
<i style="font-weight: bold;">UPDATE:</i> One more point. 2008 is far and wide referred to as a Democratic 'wave' election. This is reflected in Florida by not only a huge surge in registrations, but by a large increase in Democratic participation. It makes sense that these two are linked - when an unusual number of Democrats are motivated to go out and register for a particular party, shouldn't they also be more motivated to actually go out and vote? Sure. However, this year the Democrats are faced with the opposite problem. As they are LESS motivated to register this year, doesn't it now follow that this lack of motivation also applies to registered Democrats? As their registration advantage falls back to the historical norm, should not their turnout likewise fall back to normal?Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-91323546260571880492012-01-05T16:19:00.000-05:002012-01-05T16:19:58.403-05:00ABC posted a <a href="http://abcnews.go.com/blogs/politics/2012/01/sign-of-the-times-a-photo-shows-romney-backing-vietnam-draft/">hit piece</a> on Romney yesterday. They purport to be showing photos of him from 1966 engaging in a counter-protest "in support of the draft". This is truly amazing, considering the Vietnam draft didn't begin until December 1969.<br />
<br />
It's also amazing that none of these so-called (by ABC) "pro-draft" counter-protesters' signs said anything about the draft ... or even the Vietnam War! Instead they mentioned the true point of their demonstration - the fact that the people staging a "sit-in" were disrupting the school, causing anarchy, and interfering with students ability to get the education that they and their parents were paying for.<br />
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<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-eGXnUSxSojNkMyCYNw_16PkuRbnXSwVXn_kfSfKNrbIrNjcxeh1jIsal7-2js8fEciaTs-EoOQi6H_5cAtRAF3Yv1waCzy2t6xoQ5HgvxY2ZlupdztiCqDxmPya0js3r3V4j/s1600/Romney.jpg" imageanchor="1" style="clear:left; float:left;margin-right:1em; margin-bottom:1em"><img border="0" height="256" width="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-eGXnUSxSojNkMyCYNw_16PkuRbnXSwVXn_kfSfKNrbIrNjcxeh1jIsal7-2js8fEciaTs-EoOQi6H_5cAtRAF3Yv1waCzy2t6xoQ5HgvxY2ZlupdztiCqDxmPya0js3r3V4j/s320/Romney.jpg" /></a></div><br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEic6tTnG5-Asc-Wvp43DdrDrQmf2UtbHIiMHD0MLOSuE6l9BRUs3dGfSOjkyQHszSHtIeEpeplFmRGNzll6RjyNmJfSqxQQRsQqJ3aXRpmuDN5KmSUFGLrdJijDQVrY0VkmFhQL/s1600/romney-protesting-661.jpg" imageanchor="1" style="clear:left; float:left;margin-right:1em; margin-bottom:1em"><img border="0" height="320" width="214" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEic6tTnG5-Asc-Wvp43DdrDrQmf2UtbHIiMHD0MLOSuE6l9BRUs3dGfSOjkyQHszSHtIeEpeplFmRGNzll6RjyNmJfSqxQQRsQqJ3aXRpmuDN5KmSUFGLrdJijDQVrY0VkmFhQL/s320/romney-protesting-661.jpg" /></a></div><br />
<p><br />
I left a couple of comments and also E-mailed a protest to the editors, but I won't be holding my breath for a correction.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-19846423259576284102011-12-14T14:54:00.000-05:002011-12-14T14:54:44.195-05:00This is an amazing video showing the US "Greens" who are suing Chevron in Ecuador conspiring to introduce fraudulent 'evidence':<br />
<br />
<iframe width="560" height="315" src="http://www.youtube.com/embed/1N6SyeRUiw0" frameborder="0" allowfullscreen></iframe><br />
<br />
"...at the end of the day, this is all for the court just a bunch of smoke and mirrors and bulls**t. It really is. We have enough, to get money, to win"Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-31024277033070620892011-10-13T22:59:00.006-04:002011-10-14T00:10:21.957-04:00<div style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" height="112" 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" style="height: 780px; width: 1388px;" width="200" /></div><br />
Gallup also has a <a href="http://www.gallup.com/poll/124922/presidential-approval-center.aspx">nifty tool</a> showing the polling from all the Presidents since Truman. Comparing Obama to these previous Presidents is somewhat interesting. I think the ones who most closely track Obama right now are Carter, Reagan, and Clinton:<br />
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<br />
From about day 220 until about day 800 in their respective Presidencies, they all mostly stay within a 10 percentage point range of each other. Carter then starts diverging downward, with the exception of ~90 days right after the Iranian hostage disaster. <br />
<br />
In this group, Reagan had the worst middle, dropping down into the 30's, but he began a steady rise as his policies pushed the economy into a sustained expansion. Clinton likewise began a steady rise in his 3rd year, when he started pursuing policies like free trade and welfare reform, and abandoned the "Hillarycare" fiasco.<br />
<br />
Obama, while articulating the entirely correct phrase, "Good policy is good politics" has unfortunately instead been a poster child for the opposite: "Terrible policies are terrible politics".<br />
His policies have turned what should have been a strong recovery into a near Depression, and will likely lead to a double dip recession. This has resulted in the current economic stagnation that shows no sign of ending until his term is over and someone else can begin undoing the harm he and (to a far lesser extent) Bush have caused.<br />
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This is why you can see that at this point in their administrations, Reagan and Clinton had already begun the upward trajectories that would carry them into a second term - they were respectively 5 and 6 points ahead of Obama, who's own trajectory is instead pointing downward with no reasonable expectation of relief in sight.<br />
<br />
Obamacare still has only begun to show its malignant effects on the economy; the regulations Obama is STILL promulgating are continuing to strangle any hope of recovery; Obama threatens new taxes every chance he gets; the trillion plus dollars of deficit red ink continues to flow. Major scandals have erupted, and the media-enabled coverups (only now starting to crumble) will only serve to make them just as, if not more, relevant this time next year when the election season is at its most intense and voters are paying the most attention. There are additional scandals on the horizon too, but Fast and Furious and Solyndra alone are more than sufficient to hurt Obama significantly when he likely wouldn't even be able to survive the damage his disastrous economy has done to his re-election chances.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-63000840018533268212011-10-13T01:31:00.002-04:002012-10-02T11:24:42.504-04:00Gallup released an<a href="http://www.gallup.com/poll/148874/Obama-Job-Approval-Higher-States.aspx?utm_source=alert&utm_medium=email&utm_campaign=syndication&utm_content=morelink&utm_term=All%20Gallup%20Headlines%20-%20Government#1"> interesting report</a> a couple of months ago on Obama's approval rankings for the first half of the year by state. Given the HUGE sample size and the well deserved reputation of Gallup, it understandably got quite a bit of interest, along a decent number of spin attempts (<a href="http://tpmdc.talkingpointsmemo.com/2011/08/gallup-obama-approval-rating-improving-in-crucial-states.php">TPM</a> is a good example). If you look at it with just a bit more intelligence than they showed, however, you can see why I am so confident that Obama doesn't have a prayer.<br />
<br />
First of all, this is a poll of adults. Registered (and likely) voters have historically leaned more Republican than samples of adults. Is this because Republicans are more likely to vote, or is it because polls of adults are always biased towards Democrats? The question is essentially unanswerable, we can simply note the effects.<br />
<br />
This effect should be magnified in the elections of 2012 as Republicans have consistently been shown as being far more enthusiastic about voting in the upcoming elections than usual, while Democrats have been just as consistently shown as being unenthusiastic. Speaking of Gallup, they recently referred to Democrats as <a href="http://www.gallup.com/poll/149759/Democrats-Dispirited-Voting-2012.aspx">"dispirited"</a> with regards to 2012.<br />
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Secondly, Obama started out 2011 higher than he finished it, so his average approval rating for the entire time period was at 47%. Keep in mind that this is historically a weak number warning of an incumbent in danger. However, when the analysis was released, Obama's approval rating was at a miserable 42%, with nearly 50% disapproving. Obama's approval has since fallen as low as 38% and is today at 41% with 51% disapproval.<br />
<br />
So Obama today has about a 6% lower approval than he did in the Gallup state-by-state report released in August. While individual states will have changed by different amounts, this is highly likely to show even more weakness in the battleground states:<br />
<br />
<ul>
<li>Ohio - Showed approval of 45%. Obama is at 40% at best.</li>
<li>Virginia and N Carolina - Showed approval of 46%. Also somewhere around 40% now.</li>
<li>Florida - Showed approval of 47%. I believe that if anything Florida has turned against Obama even more decisively than the rest of the nation, and Obama is now in the high 30's.</li>
<li>Nevada and Colorado - Showed approval of 44%, below the national average. Obama has to be under 40% in these states now.</li>
<li>Pennsylvania - 48%. Obama's in the low 40's at best right now.</li>
<li>OREGON was at 44%, there isn't any reason for him to be doing any better there either.</li>
<li>New Hampshire was already a lost cause at 40%, Obama would be lucky to still be as high as the mid 30's.</li>
</ul>
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How is Obama going to win any of the states listed here? Note that these are all (with the exception of Oregon, which is listed as 'lean Obama') in the 'toss up' category. Including Oregon, they amount to 121 electoral votes, 114 without. This doesn't even factor Iowa, Michigan, Wisconsin etc. which are less of a slam dunk, but more likely than not to go Republican IMHO.<br />
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Further support to this is a recent<a href="http://www.purplestrategies.com/PurplePoll/"> poll</a> showing 4 groups of 3 'swing' states. 3 of these groups, representing 9 states have Obama at 41% or lower approval and disapproval over 50%. The 9 states are: Florida, Virginia, N Carolina, New Hampshire, Pennsylvania, Ohio, Nevada, Colorado, and New Mexico.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-1505151437848359412011-09-15T12:51:00.003-04:002011-09-15T14:05:35.354-04:00<span style="font-weight: bold;">Two Other Solyndras?</span><br /><br />I haven't seen anyone else notice this little nugget in one of the White House E-mails that has come out of the <a href="http://www.washingtonpost.com/politics/white-house-pushed-500-million-loan-to-solar-company-now-under-investigation/2011/09/13/gIQAr3WbQK_story.html">Solyndra scandal</a>:<br /><br /><blockquote>“We have ended up with a situation of having to do rushed approvals on a couple of occasions (and we are worried about Solyndra at the end of the week),” one official wrote. That Aug. 31, 2009, message, written by a senior OMB staffer and sent to Terrell P. McSweeny, Biden’s domestic policy adviser, concluded, “We would prefer to have sufficient time to do our due diligence reviews.”<br /><br /></blockquote>So what were the<span style="font-style: italic;"> other two</span> "rushed approvals" that were mentioned? Are there two (or more) shoes still to drop? After all, Solyndra was only a small fraction of these DOE loan guarantees.<br /><br />As far as I'm concerned, the scandal SHOULD be that the federal government is "investing" taxpayer money in these schemes. To quote James Madison,“I cannot undertake to lay my finger on that article of the Constitution which granted a right to Congress of expending, on objects of benevolence, the money of their constituents.” I don't see any articles that give a right to Congress (or the White House) to "invest" the money of their constituents either.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-10958592261299084832011-07-09T12:50:00.005-04:002011-07-09T17:40:19.722-04:00<span style="font-size:130%;"><span style="font-weight: bold;">Problems with GDP</span></span><br /><br />How much would the 'Bridge to Nowhere' have improved our economy if it had been built? How much has building thousands (or tens of thousands, as the case may be) of empty office buildings improved China's economy over the last decade? If you said it wouldn't have helped at all, I agree with you. People who believe that this DOES help the economy fall into the Keynesian fallacy (also known as the <a href="http://www.investopedia.com/ask/answers/08/broken-window-fallacy.asp">broken window fallacy</a>) of digging holes and filling them up to generate economic activity. Every government expenditure is (eventually) paid by some kind of tax on people. This results in less money to be spent on actually productive activities.<br /><br />GDP is calculated by adding consumer spending, government spending, investments and exports and then subtracting imports:<br /><br />GDP=C+GS+I+X-M<br /><br />Government spending, on ANYTHING, by definition increases GDP.<br /><br />The issue is that increasing GDP is used as a proxy for the economic health of the country. If GDP goes up, GREAT NEWS! If GDP goes down, it leads to recessions. However, if the government pays people to destroy their cars, for example, GDP - again, by definition - increases while the country's economic health is in fact harmed.Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-71411645563177197182011-05-19T00:51:00.002-04:002011-05-19T00:55:45.130-04:00Hey, this is sort of fun. Maybe I'll manage to keep it up this time. I have a couple of things that have been rattling around in my brain for months that I'd like to put into words if I can find the time to do it. The first is on GDP and how it should be reported (but isn't), and the other is on Social Security (you are either paying a tax or saving for your retirement, you cannot be doing both at the same time).Unknownnoreply@blogger.comtag:blogger.com,1999:blog-3847012.post-4703308884023497782011-05-19T00:48:00.003-04:002011-05-19T00:51:34.894-04:00I have no idea who the Republican nominee will be for 2012, but I am going to go out on a limb and say that whoever they are, they are going to not only win, but win in a Reaganesque landslide. Obama might not even carry Illinois.Unknownnoreply@blogger.com