Shravan Vasishth's Slog (Statistics blog)

This blog is a repository of cool things relating to statistical computing, simulation and stochastic modeling.

Saturday, February 14, 2015

Getting a statistics education: Review of the MSc in Statistics (Sheffield)

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[This post was written between Sept 2012 and Feb 2015. I will post an update in Sept. 2015] Last edit: June 27, 2015 Final edit: Nov ...
3 comments:
Monday, February 09, 2015

Another comment on Hornstein's comments on Hagoort

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On his blog , Norbert Hornstein had the following exchange. The original Hagoort post is here . ############## NH: " If Sprouse and ...
Thursday, February 05, 2015

Quantitative methods in linguistics: The danger ahead

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Peter Hagoort has written a nice piece on his take on the future of linguistics: http://www.mpi.nl/departments/neurobiology-of-language/ne...
9 comments:
Friday, January 02, 2015

A weird and unintended consequence of Barr et al's Keep It Maximal paper

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Barr et al's well-intentioned paper is starting to lead to some seriously weird behavior in psycholinguistics! As a reviewer, I'm se...
5 comments:
Sunday, November 30, 2014

Misunderstanding p-values

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These researchers did a small between-patient study with low power to compare people on 24 hours of dialysis vs 12 hours of dialysis a week....

Response to John Kruschke

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I wanted to post this reply to John Kruschke's blog post , but the blog comment box does not allow such a long response, so I posted it ...
2 comments:
Tuesday, November 25, 2014

Should we fit maximal linear mixed models?

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Recently, Barr et al published a paper in the Journal of Memory and Language , arguing that we should fit maximal linear mixed models, i.e.,...
2 comments:
Saturday, November 22, 2014

Simulating scientists doing experiments

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Following a discussion on Gelman's blog, I was playing around with simulating scientists looking for significant effects. Suppose each o...
4 comments:
Saturday, August 23, 2014

An adverse consequence of fitting "maximal" linear mixed models

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Distribution of intercept-slope correlation estimates with 37 subjects, 15 items Distribution of intercept-slope correlation estimate...
4 comments:
Tuesday, December 17, 2013

lmer vs Stan for a somewhat involved dataset.

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Here is a comparison of lmer vs Stan output on a mildly complicated dataset from a psychology expt. (Kliegl et al 2011). The data are here: ...
3 comments:
Monday, December 16, 2013

The most common linear mixed models in psycholinguistics, using JAGS and Stan

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As part of my course in bayesian data analysis , I have put up some common linear mixed models that we fit in psycholinguistics. These are w...
Tuesday, October 08, 2013

New course on bayesian data analysis for psycholinguistics

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I decided to teach a basic course on bayesian data analysis with a focus on psycholinguistics. Here is the course website (below). How coul...
2 comments:
Friday, March 15, 2013

How are the random effects (BLUPs) `predicted' in linear mixed models?

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In linear mixed models, we fit models like these (the Ware-Laird formulation--see Pinheiro and Bates 2000, for example): \begin{equatio...
1 comment:

Correlations of fixed effects in linear mixed models

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Ever wondered what those correlations are in a linear mixed model? For example: The estimated correlation between $\hat{\beta}_1$ an...
1 comment:
Wednesday, January 23, 2013

Linear models summary sheet

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As part of my long slog towards statistical understanding, I started making notes on the very specific topic of linear models. The details a...
1 comment:
Saturday, March 03, 2012

Cauchy and determinants: when life was simple

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" In Cauchy's day, when life was simple and matrices were small, determinants played a major role in analytic geometry and other p...
Saturday, February 04, 2012

Alpha values

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Recently seen quote on Gelman's blog: “No scientific worker has a fixed level of significance at which from year to year, and in all c...
1 comment:
Thursday, January 26, 2012

How to append R code in appendix using Sweave

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In the statistics course I'm doing, the solutions to assignments have R code, but the instructor doesn't want to see them in the mai...
1 comment:
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Shravan Vasishth
Berlin, Berlin, Germany
I'm professor of linguistics at the University of Potsdam in Germany.
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