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I am a professor of statistics and political science at Columbia University and author of Bayesian Data Analysis (with John Carlin, Hal Stern, and Donald Rubin), Teaching Statistics: A Bag of Tricks (with Deborah Nolan), Data Analysis Using Regression and Multilevel/Hierarchical Models (with Jennifer Hill), and, most recently, Red State, Blue State, Rich State, Poor State: Why Americans Vote the Way They Do (with David Park, Boris Shor, Joe Bafumi, and Jeronimo Cortina).

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March 24, 2010

The single most useful piece of advice I can give you, along with a theory as to why it isn't better known, all embedded in some comments on a recent article that appeared in the Journal of the American College of Cardiology

Our story begins with this article by Sanjay Kaul and George Diamond: The randomized controlled clinical trial is the gold standard scientific method for the evaluation of diagnostic and treatment interventions. Such trials are cited frequently as the authoritative foundation...

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How hard is it to say what you mean?

Deep in a long discussion, Phil writes, in evident frustration: I don't like argument by innuendo. Say what you mean; how hard is it, for cryin' out loud? Actually, it is hard! I've spent years trying to write directly, and...

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March 23, 2010

Hey, statistics is easy!

Kent Holsinger sends along this statistics discussion from a climate scientist. I don't really feel like going into the details on this one, except to note that this appears to be a discussion between two physicists about statistics. The blog...

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March 22, 2010

But can they distinguish between a vise-grip and needlenose?

I came across this news article by Sharon Begley: Mind Reading Is Now Possible: A computer can tell with 78 percent accuracy when someone is thinking about a hammer and not pliers. The article came out in 2008. I'm just...

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March 21, 2010

The economic costs of the spotted owl: $46,000,000,000 or . . . $0 ??

Felix Salmon gives the story. I haven't read the research articles, but it's an interesting story. As Salmon frames the book, it's Freakonomics-the-book vs. Freakonomics-style empirical analysis. P.S. I'm assuming that both numbers above have been rounded to the nearest...

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March 17, 2010

A whole new kind of z-statistic

Here....

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March 16, 2010

Love p-values for what they are, don't try to make them what they're not

Jeremy Miles pointed me to this article by Leonhard Held with what might seem like an appealing brew of classical, Bayesian, and graphical statistics: P values are the most commonly used tool to measure evidence against a hypothesis. Several attempts...

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March 12, 2010

Of psychiatrists and statisticians

Sanjay Srivastava writes: Below are the names of some psychological disorders. For each one, choose one of the following: A. This is under formal consideration to be included as a new disorder in the DSM-5. B. Somebody out there has...

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March 8, 2010

Graph of the week

Brendan Nyhan links to this hilariously bad graph from the Wall Street Journal: It's cute how they scale the black line to go right between the red and blue lines, huh? I'm not quite sure how $7.25 can be 39%...

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March 7, 2010

Criticizing statistical methods for mediation analysis

Brendan Nyhan passes along an article by Don Green, Shang Ha, and John Bullock, entitled "Enough Already about 'Black Box' Experiments: Studying Mediation Is More Difficult than Most Scholars Suppose," which begins: The question of how causal effects are transmitted...

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