Nate Silver once was a respected mathematical analyst. His baseball-related work, such as that at Baseball Prospectus and on PECOTA, showed that he has the ability to make solid, reasoned arguments using mathematical tools.
But now, he’s flushed his own reputation into the toilet with his campaign against Strategic Vision. The pretend math, and lack of serious analysis and justification, in his series of posts against the company is so bad, I expect him any day now to start ranting about how he hasn’t seen a given poll, but he still thinks that Obama has the consistency to pull it out just like the Reds used to. Nate Silver has become the Joe Morgan of politics.
The plain truth is, much like a Joe Morgan broadcast, the Nate Silver articles leave one knowing nothing he didn’t know to begin with. Take the original piece. Here, Silver’s analysis boils down to this:
- Manufacture two sets of data using a methodology with no justification given. Why strip out everything but Democrats and Republicans? Either the polls are doctored or they aren’t.
- Make pretty pictures.
- Eyeball the pictures.
- Scream that they aren’t consistent enough, not like his old Reds teams, so they must be FRAUDS!
He attempts to provide a thin veneer of justification for his work by citing Benford’s Law. However that’s completely ridiculous, as Benford’s Law applies to a) early digits of numbers in data sets spanning b) many orders of magnitude c) smoothly. Silver’s work covers a) last digits of numbers in data sets spanning b) a range of about 30-60 c) bunched together around 50 because polls are more likely to be taken in close races. Even mentioning Benford’s Law in this context by most people would show a fundamental lack of understanding, much like Joe Morgan and other analysts when they use Wins to praise pitchers and RBIs to praise batters.
However Nate Silver knows better. He’s not the Joe Morgan of politics. He’s more like Joe’s old teammate Pete Rose here. Rose was great as a player, and a fraud as a manager, while Silver was great as a baseball analyst and has now become a fraud as a political analyst.
Compound that Benford’s Law deception with the use of a picture of a correlated data set. He asserts out of thin air that the distribution of last digits should be uniform. How is this the case? We all know that close races are polled more often than blowouts, and Silver in particular should, since he spent the whole last Presidential election watching some states come in more frequently than others. All it would take for Strategic Vision to get a distribution like he shows, is to have a bunch of polls that show something like, oh, R 48 D 49 Other 1 Undecided 2. But we don’t see that because, guess what, Silver stripped out the Others and Undecideds!
He hasn’t backed down since that original article, either. The willful mathematical incompetence continues in a followup article, in which he exhibits the same mathematical ham-handedness:
- Asserts a distribution of last digits without justification
- Invokes Benford’s Law in a way only a mathematical illiterate could
- Heavily relies on charts and not established statistical tests to draw conclusions about data sets.
In another followup, Silver attempts to refute a specific poll by… making up his own simulated poll results. And apparently distance from Atlanta, GA has a proven correlation with fraud, or something. Perhaps Coca Cola makes you better at math?
Nate Silver once had a reputation. Even if his political commentary was left-leaning, his math could be trusted. Not anymore. He has shredded that solid reputation to become a political mercenary, attacking a firm’s integrity for partisan political reasons. I’m sure he won’t even notice that Republicans and independents no longer have any reason to trust him, with all the rabid cheering he’ll get from the radical left. But deep down, I wonder if he felt it when he shed that last bit of integrity to get page views.
Is Strategic Vision making up poll results? I have no idea, but that’s just it: Nate Silver’s rabid crusade won’t tell me that. Actual, mathematically-sound analysis would have to be done to draw any conclusions about that. Silver has done none, because Silver is only interested in scoring political points for the Democrats, rather than using math to ferret out truth.
Steve Maley
Neil Stevens
Daniel Horowitz
he won't feel a thing, Neil
streiff (Diary) Monday, September 28th at 10:49AM EST (link)as sense of shame would be required. And even if Strategic Vision let Silver sit in on their phone banks, he’s so deeply invested in calling them a fraud that he wouldn’t change his story.
“What keeps me here is the reek of beer, the ladies and the craic”
I agree, this person just blew his reputation.
Chemical Sam (Diary) Monday, September 28th at 1:52PM EST (link)Without reading the whole article above, and jumping right to the link, I saw the graphs uncoached. And then it hit me, and I came the same conclusion that Neil did above.
Neil is right. Silver starts by removing data from his data set without any justification, the cardinal sin of statisticians everywhere (and broken more often than the sixth Commandment). By neglecting the roughly 5% of people that typically aren’t sure, don’t understand, or choose a third alternative, Silver generates a bias in numbers that actually isn’t there.
Examples:
48 kept, 50 kept , 2 dropped
48 kept, 47 kept , 5 dropped
46 kept, 49 kept , 3 dropped
48 kept, 46 kept , 6 dropped
Look familiar? Biased much? Maybe in the eye of Nate.
Baseball statistics aren’t opinion-based, so there is a reasonable expectation of uniform end-digit incidence. Opinion polls are, by their very nature incomplete, and have some small amount of unknowns. Silver’s baseball methodology simply doesn’t apply.
Now I must call into question Mr. Silver’s ability to properly process baseball data correctly. I’m curious if there is any way to demand that Major League Baseball go over his work with a nit comb. After all, a potential hall-of-famer could be wrongly excluded from his rightful place. All because of bad math.
Shoulda kept it to yourself until you had an explanation besides shouting fraud, dude.
Criterion Chemical was in the black for FY2010!
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Let’s see about actually making some serious profit this year. Shameless capitalism, by:
www.criterionchemical.com
Yep
mschmitt (Diary) Monday, September 28th at 6:00PM EST (link)It almost looks like he has proven that SV sampling has a couple of percent fewer undecideds/others than his control polls do — a clear cut, and shocking, case of fraud and deceit*, indeed.
*or difference of methodology.
The only thing I know for sure is the UPS store thing is a major, major, reach. It kind of reminds me of Joe the Fraud (Oh, he doesn’t need that license?) Plumber.
usque ad finem
Don't Get Joe Morgan Into This...
LNSmithee Monday, September 28th at 8:52PM EST (link)As a lifelong baseball fan, one of the reasons I refused to delve into SABRmetrics is because its devotees are often insufferable jerks who pass judgment on professional ballplayers, coaches and managers despite the probability that none of them could hit a batting practice fastball.
Such is the tool who gave us the anti-Morgan site you linked. Joe’s crime is to be a heretic in the church of “Moneyball,” Michael Lewis’ runaway bestseller about the ballyhooed strategies of Oakland Athletics GM Billy Beane. FireJoeMorgan.com’s pro-Moneyball / anti-Joe psychosis led its founder and fans (and a SFWeekly writer) to the conclusion that Morgan’s ESPN partner Jon Miller hates Joe as much as they do, and do they ever.
Thankfully, FireJoeMorgan.com failed in its mission. It’s dead, and Joe’s still rockin’ it on Sunday night.
Joe Morgan was the gold standard for second basemen when I first took interest in the game, and was a key cog in the legendary Big Red Machine featuring Pete Rose, Johnny Bench, Tony Perez, and Dave Concepcion. He’s been a great player, he’s played with great players, he’s been coached and managed by great managers, he’s got World Championship rings. OTOH, Billy Beane, the hero of Moneyball, has got … hmmm, lemme double che–NOTHING. In fact, Oakland’s devotion to Beane’s half-baked methods has brought it back to the pack (if by “the pack” you mean “the bottom”) and hemorraging cash and fans.
Never mind Beane’s blunder in signing Rockies star hitter Matt Holliday and dealing him away halfway into the season — his biggest display of empty-headstrongedness was at the end of the 2006 season. Given the opportunity to promote Ken Macha’s highly-regarded 3rd base coach Ron Washington to manager, Beane instead chose his personal pal Bob Geren, who buys into letting Mr. Roboto guide on-the-field decisions and (unlike Macha and his predecessor Art Howe) presumably doesn’t bristle under Beane’s Jerry Jones-like tentacles reaching into the dugout. Washington instead took over the thankless task of rebuilding the hapless Texas Rangers, which nearly resulted this year in the fifth playoff appearance in the team’s 37-year history and the first since 1999. Meanwhile, Geren guided the A’s into the toilet earlier this season than he did last, so the only excitement about the A’s was whether or not they could find a way to move out of the McAfee Mausoleum — oops, I mean Coliseum, a once-nice baseball field that is now a butt-ugly football venue with basepaths.
It’s hilarious to me that there is serious talk of making “Moneyball” into a movie — Brad Pitt as Beane? Gimme a fraking breek! The first plan for a cinematic version reportedly fell through; I presume the reason is that most movies like to have a HAPPY ending, not one where the best-laid plans turn to (ahem) spit.
The good news for SABRmet-heads is that the movie might get made after all, and that a screenplay is being prepared by Aaron Sorkin (“A Few Good Men,” “The West Wing,” etc.) .
Such a shame. I thought he had kicked drugs.
Joe Morgan is a joke
Neil Stevens (Diary) Monday, September 28th at 9:04PM EST (link)You mention Moneyball. Joe Morgan is such a jerk that he keeps bashing the book while saying he’s never read it. Do you know how many times he’s accused Billy Beane of writing the book? The man is willfully ignorant, admits he doesn’t know what he’s talking about, but keeps on ranting about it anyway. He’s an embarassment to himself and his employers every time he’s on the air.
Beane? No, his teams haven’t done as well since the book. That’s because of the book, and of the basic fact that GMs started to realize he was on to something. Plus some of them started to follow his path.
The Dodgers picked up DePodesta, one of the stars of Moneyball, and he acquired the players, and laid the groundwork, for the great success they’re having now. The idjits fired him for trading losers like Paul LoDuca, who isn’t even playing baseball anymore, and brought in Ned Colletti, who’s signed one loser after another since coming here.
Boston has stolen the Moneyball playbook, too, or rather the rational analysis playbook, only they’re capable of spending the money on the kinds of players that Beane always had to pass on: the guys who aren’t flawed. You may have heard they’ve had some success lately. Couple titles I think?
But if you’d read my piece, instead of flying off the handle like an idiot, you’d have read where I said Silver is actually more like Pete Rose than Joe Morgan.
But I guess you and your hero are alike: You rant in willful and proud ignorance, loathing and lashing out at the smart people.
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Joe Morgan -- the biggest bore?
Banjo Tuesday, September 29th at 10:26AM EST (link)I didn’t know Morgan was controversial before reading these posts. To me he is the biggest bore on sports television apart from Howie Long.
Thanks For Proving My Point, Neil!
LNSmithee Tuesday, September 29th at 8:12PM EST (link)As I wrote, “SABRmetrics [] devotees are often insufferable jerks who pass judgment on professional ballplayers, coaches and managers despite the probability that none of them could hit a batting practice fastball.”
As if on cue, you responded by telling me I had “[flown] off the handle like an idiot”, and that “you and your hero are alike: You rant in willful and proud ignorance, loathing and lashing out at the smart people.”
“Loathing and lashing out at the smart people”? Hang on a second — is this RedState.com, the conservative site, or one of those leftist forums where people prostrate themselves before Ivy League graduates (as long as they aren’t Republicans) and willfully submit to rulership by their bulging, oversized hemispheres?
Speaking of Ivy League grads, you had glowing words for former Harvard player Paul DePodesta, the former GM of the Los Angeles Dodgers who was hired on the strength of his work under Billy Beane in Oakland. You claim that
DePodesta “acquired the players, and laid the groundwork, for the great success [the Dodgers are] having now. The idjits fired him for trading losers like Paul LoDuca, who isn’t even playing baseball anymore, and brought in Ned
Colletti, who’s signed one loser after another since coming here.”
What you failed to mention were the players LoDuca was traded for in that July 30, 2004 multi-player deal: Brad Penny and Hee Seop Choi. Penny, who helped lead Florida to its first World Championship, was a known quantity, and
had two All-Star seasons before injuries that ended his time in L.A in 2007. This brings us to Hee Seop Choi. The tall, beefy native South Korean the Cubs let get away to the Florida Marlins in exchange for some dude named “Derrek Lee.”
DePodesta leapt at the chance to get Choi, valued by SABR rattlers for his ability to draw walks (despite his tendency to strike out and his inability to hit left-handers). DePodesta sent Juan Encarnacion and Guillermo Mota to Miami along with LoDuca in the trade. Here’s
how an L.A. Times writer chronicled the acquisition of Choi on August 04, 2004:
(Remember that last quote — it’s important.)
You mentioned, Neil, that LoDuca is not playing anymore — neither is Choi, who was picked up by the Bosox’ Theo Epstein — another metrics man — on waivers from the Dodgers. Choi never wore a Boston uni in earnest; he flamed out in Pawtucket, and is back across the Pacific in his homeland.
That being said, the Dodgers under DePodesta won the National League West in 2004 before losing to the Cardinals in the NLDS. Chalk one up for Stat Boy. Then, in the off-season, he signed free agent Derek Lowe. Lowe went 12-15 in 2005 for a winning percentage of .444. That was better than the entire team’s performance of .438; the Dodgers went from winning 93 games in 2004 to losing 91. Kinda not what you want after a NL West title, huh? But hey, guiding a division champion to the 2nd worst season in the team’s 47-year-long West Coast history could’ve happened to anybody; it just happened to happen to DePodesta. But darn that McCourt to heck, he let the whiz kid go just for getting rid of the popular LoDuca (snicker).
To my dismay as a Giants fan, the Dodgers will win the NL West for the second straight season, which is the way it’s supposed to be done. But hey, DePodesta laid that groundwork for Idjit Ned, right? Hmmm … who are the guys he drafted in 2004 and 2005 that have played this season? Well, there’s Scott Elbert (5.09 ERA), Blake DeWitt (.255 BA), Cory Wade (5.53 ERA), Brent Leach (5.75 ERA), and … th-th-that’s all, folks!
Ned Coletti did sign Andruw Jones and Jason Schmidt, who were busts bigger than Dolly Parton’s, but a big difference has been made by Ned Coletti’s late acquisitions of castoffs Vicente Padilla and Jon Garland, who have plugged the holes left by the implosions of Billingsley and Kershaw. He also hauled in the biggest fish of them all, Manny Ramirez, and kept him there. But the best deal he made was Andre Ethier, whom he got in exchange for problem child Milton Bradley and some guy named Antonio Perez.
Which GM got fleeced in the Ethier deal, you may ask? I’ll give you three guesses, but you should only need one. That’s right! Billy Beane. Think the Athletics could use a player like Ethier about now? So much for the notion that Beane’s effectiveness in working his SABR magic has been impacted by every other team apeing him, unless you wish to consider he’s being beaten at his own game. Maybe there’s less to Beane than meets the stat sheet — which, in a brusque way, is what guys like Joe Morgan — who played the game before the PC — are saying.
Contrary to your closing remark, unlike you Joe-bashers (and, for that matter, fans of Michelle Wie), I don’t “loathe” anybody for the misdemeanor of disagreeing with me about sports. What rankles me is the bile puked all over a perennial All-Star
because he dares to say that after two decades of scratching and clawing his way to Cooperstown, he knows more about baseball than a beer leaguer with a blog.
Apparently, there are a hardcore group of fans out there who cannot handle the concept of someone disagreeing with them on television, and they get their noses bent out of joint to the extent they will spend their free time trying to get a baseball analyst fired. IMHO, if what a color commentator says bothers you so much you can’t enjoy the game you’re watching, you’re taking yourself waaaay too seriously.
Neil, HUGE GC Crowing on making RCP! Good job - nt
Mike gamecock DeVine (Diary) Monday, September 28th at 11:00PM EST (link)Mike DeVine’s Examiner.com, Charlotte Observer and The Minority Report columns
“One man with courage makes a majority.” – Andrew Jackson
Hey thanks
Neil Stevens (Diary) Monday, September 28th at 11:27PM EST (link)The feedback I’m getting on this privately is something.
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"Lies, D**n Lies and Statistics"
leehazel Tuesday, September 29th at 2:54PM EST (link)It seems clear to me that Nate Silver has been
taking lessons from James Hansen over at NASA.
If the data fails to give the desired results CHANGE THE DATA.
PC is Thought Control
LEE
Not that you'll read this anyway
info Wednesday, September 30th at 1:46PM EST (link)On the first sets of numbers (comparing the last digit distributions):
You’ve conveniently dropped the fact that he’s comparing two sources of polling data and noting the differences, not simply comparing one data source against an assumed baseline. The methodology used to actually choose the numbers to compare is insignificant as long as two conditions hold:
1) The two data sets are of the same nature
2) The same methodology is used on both
In particular, note the comparison with Quinnipiac, which he chose because of the highly similar nature of the data being compared (and he explains his methodology here). There is no question that the two data sources are of a very different nature, despite the fact that they’re measuring the same thing, so visibly so that the need for a statistical test like chi^2 is unnecessary (it would merely confirm the obvious, although for reference chi^2 for these two gives confidence <0.0001 that they’re the same). Crying foul play because the obvious isn’t beaten like a dead horse seems like something of a stretch on your part.
On Benford’s law:
It’s well established that Benford’s law can be extended to later digits (http://en.wikipedia.org/wiki/Benford’s_law#Generalization_to_digits_beyond_the_first). The application to polling data may be a stretch, but note how he uses it: “This would be consistent with a distribution that at least partially observes Benford’s Law, in which smaller digits are more likely to occur.” He does not state that it *does* observe Benson’s law, only that if it did these results are consistent.
On the Oklahoma student poll:
I appreciate that this received only a one line comment, in a seemingly obvious attempt to gloss over the fact a full fledged argument would hold no water. Comparing to artificially simulated data is a completely valid thing to do when you’re attempting to demonstrate that the data you’re analyzing appears to have been artificially generated. Noting that the maximum difference between an artificially generated CDF and the actual CDF is only ~0.025 and then considering the incredibly simple model being compared against has to at least raise some questions (FYI, with my sample size of 1000 artificial students this gave a confidence of 93.5%. that the two distributions are the same, using the Kolmogorov-Smirnov test). As a final sniff test, and answer this honestly (if only to yourself), do you really, truly believe that of 1000 high school students, none could get more than 8 correct? Take the quiz yourself and see how you do and think about whether that is even remotely plausible.
Hi, info. Don't cut and paste. It's manual spambotting...
Moe Lane (Diary) Wednesday, September 30th at 2:06PM EST (link)…and people can tell in a heartbeat, particularly when all the formatting is stripped out.
Now say that you’re sorry for being so sloppy and try again.
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Check out my blog at http://moelane.com/.
http://moelane.com/filthy-lucre-filthy-lucre/
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My (combined) wish list.
wrong, guess again
info Wednesday, September 30th at 2:45PM EST (link)I apologize for exceeding the expected level of statistical sophistication on this site, enough so that you feel compelled to accuse me of cutting and pasting. For your benefit I’ll present some possible alternative explanations for the lack of formatting:
1) I wrote my entire comment in this nice box, without too much concern for detailed formatting, so long as my points are made clearly (I believe they are)
2) I copied my work out into notepad to make sure it wasn’t lost while I waited 24 hours for my registration to go through and then pasted back into the browser.
Interestingly, both are true. If you have any evidence to support your claim that this is plagiarized, please do present it (perhaps you’ve seen this elsewhere, which I would find truly amazing). Or, in fact, if you can even point out a place where some formatting is obviously missing from my post, or even something in my comment that isn’t a direct response to the article, I would appreciate it. Otherwise, please refrain from making incorrect accusations based on a gut feeling.
Now say that you’re sorry for being so sloppy and try again. (yeah I cut and pasted that from your post)
See, that was the wrong answer, Sparky.
Moe Lane (Diary) Wednesday, September 30th at 3:27PM EST (link)The right answer would have been to check your work, realize that you had somehow managed to eliminate all your html -
- because In particular, note the comparison with Quinnipiac, which he chose because of the highly similar nature of the data being compared (and he explains his methodology here), with a missing link at ‘here’ is pretty indicative of that -
- and then realized that you had been sloppy and apologized for that. Alas, you decided to go with the ‘mouth off to a site moderator’ angle; so we give you your desire.
Blam.
Moe Lane
PS: There’s no way for you to link to this directly without also making visible my observation that Nate Silver never, ever predicts a race where the outcome isn’t already conventional wisdom. I mention this because you did wait a day to post, and I’m a fair-minded man.
The Kim Kardashian of blogging.
Check out my blog at http://moelane.com/.
http://moelane.com/filthy-lucre-filthy-lucre/
http://twitter.com/moelane
My (combined) wish list.
lol he let his blog right a check
kyle8 (Diary) Wednesday, September 30th at 4:28PM EST (link)his butt couldn’t cache.
“Nothing works like freedom, Nothing succeeds like liberty”
Kyle
Neil decided to be nice.
Moe Lane (Diary) Wednesday, September 30th at 5:51PM EST (link)So I’ll let him back on.
The Kim Kardashian of blogging.
Check out my blog at http://moelane.com/.
http://moelane.com/filthy-lucre-filthy-lucre/
http://twitter.com/moelane
My (combined) wish list.
some followups (with formatting!)
info Wednesday, September 30th at 6:56PM EST (link)Sorry, the “here” used was meant to indicate “at this point in his article”, as in “here in his article he describes his methodology, as opposed to elsewhere when he might not have”, not a missing hyperlink.
I wasn’t aware you had made such an observation (at least not until you mentioned it here), so I had no reason to avoid validating it, but I must say I disagree with it now that I’m aware of it. In fact, I think it was his ability to predict the electoral outcome of the 2008 election better than anyone else (even conventional wisdom) that won him so much attention in the first place.
That aside, I’m not sure how this relates the objections raised in my post, which have nothing to do with his ability or willingness to predict outcomes, but rather are a direct criticism of the faulty logic applied in this article’s critique of the Strategic Vision analysis. To those criticisms I gladly welcome debate and discussion, as I find the whole controversy quite interesting (whichever side you attribute the fraud to), but find the level of discourse used in this article to be somewhat underwhelming. In particular, it relies largely on straw man and tangential attacks (i.e. the whole Benford’s law approach, which also happens to be just plain wrong), ad hominem (“pretend math”, “mathematical illiterate”, “willful incompetence”, even when it is well established that Nate knows his mathematics), and flat out misrepresentation of the original material. For that last one in particular, here are some examples:
Yawn
Neil Stevens (Diary) Wednesday, September 30th at 7:34PM EST (link)I’d read the massive verbiage that you’ve laid on us here, but…
a) The parts I’ve skimmed have shown you to be snotty, and sputtering at the mere suggestion that Emperor Nate has no clothes
b) You’re a Democrat, right? You’re not my audience. Heck, I even spelled out in my piece that I expected you guys to be trying to drown me out.
c) I just skimmed a little more, and you’re cheating. This isn’t Weekend at Bernie’s. You can’t defend Nate from the charge of not doing his homework, by doing his homework for him.
So yeah, I’m just gonna pat you on the head, say “Way to go, sport,” and move on.
RS contributing editor, technical administrator, and “a hardy variety of crabgrass.”
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Apologies for the massive verbiage
info Wednesday, September 30th at 8:11PM EST (link)I was simply attempting to raise the level of discourse by providing justification for my responses. A few more responses, which I’m sure will be dismissed equally quickly.
I have made no claim that Nate is right, only that your reasoning is insufficiently precise and, in fact, insufficiently correct to warrant your conclusions. I’m also fairly confident that the perceived snottiness comes from (1) a tendency on my part to be overly blunt when responding to arguments I feel are insufficiently supported and (2) a tendency for human nature to characterize opposition as snotty/biased/angsty/etc as a sort of knee-jerk defense mechanism.
Actually you did not spell that out, or even mention any potential opposition to your claims. Further, pieces like this, which are a critique of methodology, conclusions, etc, are fundamentally scientific in nature and as such have no ideologically aligned target audience. Facts are facts, correct approaches are correct, and scientifically drawn conclusions are valid regardless of who draws them. However, for reference, my political ideology is libertarian and, although I did vote Democrat in the most recent election, I would describe myself as more of an independent.
This is also untrue. I did the following things:
Had I been looking for your approval I’m sure I would feel great right now. However, since I was honestly hoping for a well reasoned response to (what I feel are) sound objections to your article, I’m instead just a bit disappointed.
I'm proud of you, champ
Neil Stevens (Diary) Wednesday, September 30th at 8:13PM EST (link)That’s a lot to say. Did you type it all by yourself?
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In fact I did
info Wednesday, September 30th at 8:32PM EST (link)And I’ve also noticed that you’ve still not responded to any of my points. I can probably even guess why:
1) It doesn’t matter what I say here, because it’s your blog and most readers will side with you regardless of what happens.
2) You don’t think it’s worth the effort, since I’ll probably still disagree with you.
3) It’s more fun to taunt dissenters than to address them.
It’s too bad there isn’t more of a commitment to open discussion and respect for those who disagree with you.
This is a conservative and Republican site
Neil Stevens (Diary) Wednesday, September 30th at 8:35PM EST (link)The left is here at our pleasure.
And my pleasure is to punch you on the shoulder and nod approvingly, buddy boy.
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Any thoughts now, Neil?
cmberard Monday, November 9th at 4:55PM EST (link)Now that Strategic Vision has stopped polling, and their survey of Oklahoma students can now be regarded as a complete fake, are you still interested in defending them?
Cheers.