Posts Tagged ‘ R-english ’

How to display scatter plot matrices with R and lattice

How to display scatter plot matrices with R and lattice

In lattice, there is a function called splom for the display of scatter plot matrices. For large datasets, the panel.hexbinplot from the hexbin package is a better option than the default panel. As an example, let’s use some meteorological data from MAPA-SIAR: library(solaR) library(hexbin) aranjuez <- readMAPA(prov=28, est=3, start='01/01/2004', end='31/12/2010') aranjuezDF <- subset(as.data.frame(getData(aranjuez)), select=c('TempMedia', 'TempMax',

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La historia detrás del software: el caso de R.

Hoy en día, en cualquiera que sea nuestra área de aplicación de la estadística requiere que sepamos programar. Los software convencionales como SPSS y STATA son un tanto limitados, las actualizaciones no son tan constantes y su precio puede ser con...

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Circular or spherical data, and density estimation

March 17, 2011
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Circular or spherical data, and density estimation

I few years ago, while I was working on kernel based density estimation on compact support distribution (like copulas) I went through a series of papers on circular distributions. By that time, I thought it was something for mathematicians working ...

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Want to say one thing and the exact oppositive with strong confidence ?

March 15, 2011
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Want to say one thing and the exact oppositive with strong confidence ?

No need to do politics. Just take a statistical course. And I do not talk about misinterpretation of statistics, but I talk about the mathematical foundations of statistical tests. Consider the following parametric test, with a one-dimensional para...

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Playing with quantiles, part 2

March 8, 2011
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Playing with quantiles, part 2

It is common to look at best time at the Marathon. Or perhaps the distribution of the top100, as done by John Myles White on his blog here (data can be found there), as the graph below, with the density of the time for the first 100 men (in blue) a...

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Playing with quantiles, part 1

March 8, 2011
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Playing with quantiles, part 1

A standard idea in extreme value theory (see e.g. here, in French unfortunately) is that to estimate the 99.5% quantile (say), we just need to estimate a quantile of level 95% for observations exceeding the 90% quantile. In extreme value theory,...

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A Million Random Digits: review of reviews

March 4, 2011
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A Million Random Digits: review of reviews

Recently on his blog (here), Robin mentioned an amazing book, called "A Million Random Digits" published by RAND corporation. The book was initially published in 1955, but RAND published a nice (and expensive) second edition. A great thing is that ...

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when Nuns or Hells Angels get in a plane

February 24, 2011
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when Nuns or Hells Angels get in a plane

Today, at lunch, Matthieu told us a nice story (or call it a paradox if you like) about the probability to find you seat empty when you get in a place.  a plane full of nuns Assume that you are in the line to get in the airplane, you are the ...

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Does the Student based confidence interval have any interest in practice ?

February 20, 2011
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Does the Student based confidence interval have any interest in practice ?

Friday in the course of statistics, we started the section on confidence interval, and like always, I got a bit confused with the degrees of freedom of the Student (should it be or ?) and which empirical variance (should we consider the one wher...

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What is the optimal strategy to marry the best one ?

February 13, 2011
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What is the optimal strategy to marry the best one ?

Valentine's day is a nice opportunity to post on hot and sexy topics... Well, it's also an important day that I should not miss, probably as much as Saint Patrick's my wife's birthday. And as I mentioned last week (here), it is difficult to get the...

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