R

Blogs on the R software.

It’s a Batsman’s World (Cup)

April 17, 2015
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It’s a Batsman’s World (Cup)

The 2015 Cricket World Cup rewrote the record books in dramatic fashion. Amidst the usual insanity that surrounds this event, there were some amazingly good - and bad - performances. Batting-wise, some of the previous records were smashed int...

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Grades of evidence – A cheat sheet

April 17, 2015
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There are at least three traditions in statistics which work with a kind of likelihood ratios (LRs): the “Bayes factor camp”, the “AIC camp”, and the “likehood camp”. In my experience, unfortunately most people do no...

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Python and R: Basic Sampling Problem

April 16, 2015
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In this post, I would like to share a simple problem about sampling analysis. And I will demonstrate how to solve this using Python and R. The first two problems are originally from Sampling: Design and Analysis book by Sharon Lohr.ProblemsLet $N=6$ an...

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Bernoulli, Montmort and Waldegrave

April 14, 2015
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Bernoulli, Montmort and Waldegrave

In the last issue of Statistical Science, David Belhouse [author of De Moivre’s biography]  and Nicolas Fillion published an accounting of a discussion between Pierre Rémond de Montmort, Nicolaus Bernoulli—”the” Bernoulli associated with the St. Petersburg paradox—, and Francis Waldegrave, about the card game of Le Her (or Hère, for wretch). Here is the abridged […]

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Plotting tables alsongside charts in R

April 14, 2015
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Plotting tables alsongside charts in R

Occasionally I'd like to plot a table alongside a chart in R, e.g. to present summary statistics of the graph itself. Thanks to the gridExtra package this is quite straightforward. The function tableGrob creates a table like plot of a data frame, while...

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failures and uses of Jaynes’ principle of transformation groups

April 13, 2015
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failures and uses of Jaynes’ principle of transformation groups

This paper by Alon Drory was arXived last week when I was at Columbia. It reassesses Jaynes’ resolution of Bertrand’s paradox, which finds three different probabilities for a given geometric event depending on the underlying σ-algebra (or definition of randomness!). Both Poincaré and Jaynes argued against Bertrand that there was only one acceptable solution under […]

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a vignette on Metropolis

April 12, 2015
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a vignette on Metropolis

Over the past week, I wrote a short introduction to the Metropolis-Hastings algorithm, mostly in the style of our Introduction to Monte Carlo with R book, that is, with very little theory and worked-out illustrations on simple examples. (And partly over the Atlantic on my flight to New York and Columbia.) This vignette is intended […]

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Cefamandole: PK after IV with six subjects in JAGS

April 12, 2015
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Cefamandole: PK after IV with six subjects in JAGS

After last week's post on Theoph I noticed the MEMSS library contained more PK data sets. The Cefamandole data is an IV data set with six subjects. It is somewhat challenging, since there seem to be several elimination rates.DataData are displayed...

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The wings of a programmer

April 12, 2015
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The wings of a programmer

Programmers think programming is really hard.  Non-programmers think it’s even harder than that. Figure 1: The perceived difficulty of programming.  Why is programming so arduous? There are a few reasons.  Here is one. Wings Programming is exacting, programming needs creativity. These are absolutely at odds with each other. One wing wants the programmer to respect every […] The post The wings of a programmer appeared first on Burns Statistics.

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Index to first 50 posts

April 10, 2015
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Index to first 50 posts

This is the 50th post to this blog. For my 25th post I provided a catalogue of my first 25 posts, and as promised then, I now provide a similar index for posts 25 to 50. 25. Catalogue of my first 25 blog posts 26. Multivariate data analysis (using R): a course and some lecture … Continue reading Index to first 50 posts

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