statistics

Le Monde puzzle [48]

December 1, 2010 | xi'an

This week(end), the Le Monde puzzle can be (re)written as follows (even though it is presented as a graph problem): Given a square 327×327 symmetric matrix A, where each non-diagonal entry is in {1,2,3,4,5} and , does there exist a triplet (i,j,k) such that Solving this problem in R ... [Read more...]

Analysis of retractions in PubMed

November 30, 2010 | nsaunders

As so often happens these days, a brief post at FriendFeed got me thinking about data analysis. Entitled “So how many retractions are there every year, anyway?”, the post links to this article at Retraction Watch. It discusses ways to estimate the number of retractions and in particular, a recent ... [Read more...]

Data visualization videos

November 29, 2010 | Rob J Hyndman

Probably everyone has seen Hans Rosling’s famous TED talk by now. I recently came across a couple of other exceptional talks on data visualization: Hans Rosling again: Let my dataset change your mindset. If only all statistics lecturers were this dynamic! David McCandless: The beauty of data visualization. Not ... [Read more...]

Slices and crumbs [arXiv:1011.4722]

November 29, 2010 | xi'an

An interesting note was arXived a few days ago by Madeleine Thompson and Radford Neal. Beside the nice touch of mixing crumbs and slices, the neat idea is to have multiple-try proposals for simulating within a slice and to decrease the dimension of the simulation space at each try. This ... [Read more...]

Joy of Stats coming soon

November 29, 2010 | Pat

The Joy of Stats really is a joy.  It will be shown on BBC4, apparently scheduled for December 7.  (That date comes from Hans Rosling on twitter, I haven’t found scheduling evidence at the BBC.) I saw its debut at the Royal Statistical Society on World Statistics Day. Here is ...
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Computing evidence

November 28, 2010 | xi'an

The book Random effects and latent variable model selection, edited by David Dunson in 2008 as a Springer Lecture Note. contains several chapters dealing with evidence approximation in mixed effect models. (Incidentally, I would be interested in the story behind the  Lecture Note as I found no explanation in the backcover ... [Read more...]

Yet another inferno

November 26, 2010 | Pat

Many from the R world will know The R Inferno. Abstract: If you are using R and you think you’re in hell, this is a map for you. A newly minted inferno is The 9 circles of scientific hell. Most amusing to me is Circle 4: p-value fishing, the punishment of ...
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Random graphs with fixed numbers of neighbours

November 24, 2010 | xi'an

In connection with Le Monde puzzle #46, I eventually managed to write an R program that generates graphs with a given number n of nodes and a given number k of edges leaving each of those nodes. (My early attempt was simply too myopic to achieve any level of success when ... [Read more...]

The joys of teaching R

November 23, 2010 | xi'an

Just read a funny but much to the point blog entry on the difficulties of teaching proper programming skills to first year students! I will certainly make use of the style file as grading 180 exams is indeed a recurrent nightmare… Filed under: R,... [Read more...]

Robust adaptive Metropolis algorithm [arXiv:10114381]

November 23, 2010 | xi'an

Matti Vihola has posted a new paper on arXiv about adaptive (random walk) Metropolis-Hastings algorithms. The update in the (lower diagonal) scale matrix is where is the current acceptance probability and the target acceptance rate; is the current random noise for the proposal, ; is a step size sequence decaying to ... [Read more...]

Learn Logistic Regression (and beyond)

November 23, 2010 | John Mount

One of the current best tools in the machine learning toolbox is the 1930s statistical technique called logistic regression. We explain how to add professional quality logistic regression to your analytic repertoire and describe a bit beyond that. A statistical analyst working on data tends to deliberately start simple move ... [Read more...]

R.I.P. StatProb?

November 22, 2010 | xi'an

As posted in early August from JSM 2010 in Vancouver, StatProb was launched as a way to promote an on-line encyclopedia/wiki with the scientific backup of expert reviewers. This was completely novel and I was quite excited to take part in the venture as a representative of the Royal Statistical ... [Read more...]

Graphical comparison of MCMC performance [arXiv:1011.445]

November 22, 2010 | xi'an

A new posting on arXiv by Madeleine Thompson on a graphical tool for assessing performance. She has developed a software called SamplerCompare, implemented in R and C. The graphical evaluation plots “log density evaluations per iteration times autocorrelation time against a tuning parameter in a grid of plots where rows ... [Read more...]

Introducing Monte Carlo in PaRis [more slides]

November 17, 2010 | xi'an

The class started yesterday with a small but focussed and responsive audience! Given the background of the students, and in particular their clear proficiency in R!, I switched between the original slides of Introducing Monte Carlo Methods with R and those of my Monte Carlo Statistical Methods: course, updated by ... [Read more...]

Data Science meets Humanities

November 16, 2010 | David Smith

There's an interesting article in the NYT today about the emerging discipline of "digital humanities": extracting digital data from historical archives to answer questions from the Arts and Humanities. From the article: Members of a new generation of digitally savvy humanists argue it is time to stop looking for inspiration ... [Read more...]

Postdoc in Wharton

November 16, 2010 | xi'an

Just received this email from José Bernardo about an exciting postdoc position in Wharton: POST-DOCTORAL FELLOW – DEPARTMENT OF STATISTICS, THE WHARTON SCHOOL The Department of Statistics at The Wharton School of the University of Pennsylvania is seeking candidates for a Post-Doctoral Fellowship. This research fellowship provides full funding without any ... [Read more...]

Introducing Monte Carlo in PaRis

November 14, 2010 | xi'an

As already announced on Statisfaction, I will start a short [14 hour] course in English based on Introducing Monte Carlo Methods with R at ENSAE next Tuesday. The slides were written by George Casella for a course he gave in Italy last spring and he kindly agreed on making them available ... [Read more...]

Bayesian Inference for Latent Gaussian Models

November 12, 2010 | xi'an

An exciting conference in Zurich next February, 02-05. (I think I will attend! And not for skiing reasons!) Latent Gaussian models have numerous applications, for example in spatial and spatio-temporal epidemiology and climate modelling. This workshop brings together researchers who develop and apply Bayesian inference in this broad model class. ... [Read more...]

R is a name you need to know

November 11, 2010 | Pat

As if that is news to some of you. Forbes has a Mean Business blog post by Steve McNally titled “Names You Need to Know in 2011: R Data Analysis Software”. The post includes several links to why R is wonderful. It also includes a pretty — but seemingly useless — statistical graph.  ...
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