Monthly Archives: March 2013

Downloading CBS Fantasy Football Projections in R

March 7, 2013
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Downloading CBS Fantasy Football Projections in R

In this post, I will show how to download CBS fantasy football projections using R. The R Script The R Script for downloading fantasy football projections from CBS is located The post Downloading CBS Fantasy Football Projections in R appeared first on Fantasy Football Analytics.

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Veterinary Epidemiologic Research: Linear Regression Part 2 – Checking assumptions

March 6, 2013
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Veterinary Epidemiologic Research: Linear Regression Part 2 – Checking assumptions

We continue on the linear regression chapter the book Veterinary Epidemiologic Research. Using same data as last post and running example 14.12: Now we can create some plots to assess the major assumptions of linear regression. First, let’s have a look at homoscedasticity, or constant variance of residuals. You can run a statistical test, the

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Stan 1.2.0 and RStan 1.2.0

March 6, 2013
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Stan 1.2.0 and RStan 1.2.0

Stan 1.2.0 and RStan 1.2.0 are now available for download. See: http://mc-stan.org/ Here are the highlights. Full Mass Matrix Estimation during Warmup Yuanjun Gao, a first-year grad student here at Columbia (!), built a regularized mass-matrix estimator. This helps for posteriors with high correlation among parameters and varying scales. We’re still testing this ourselves, so The post Stan...

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Let’s Do Some Hierarchical Bayes Choice Modeling in R!

March 6, 2013
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Let’s Do Some Hierarchical Bayes Choice Modeling in R!

It can be difficult to work your way through hierarchical Bayes choice modeling.  There is just too much new to learn.  If nothing else, one gets lost in all ways that choice data can be collected and analyzed.  Then there is all this ou...

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Downloading CBS Fantasy Football Projections in R

March 6, 2013
By
Downloading CBS Fantasy Football Projections in R

In this post, I will show how to download CBS fantasy football projections using R.The R ScriptThe R Script for downloading fantasy football projections from CBS is located at: https://github.com/dadrivr/FantasyFootballAnalyticsR/blob/master/R%20S...

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Lambda.r 1.1.1 released (and introducing the EMPTY keyword)

March 6, 2013
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Lambda.r 1.1.1 released (and introducing the EMPTY keyword)

I’m pleased to announce that lambda.r 1.1.1 is now available on CRAN. This release is mostly a bug fix release, …Continue reading »

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A volatility filter using historical vol

March 6, 2013
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A volatility filter using historical vol

We have been looking at a way to improve risk adjusted returns by using a volatility filter. Although we could use VIX or equivalent, it turns out that historical volatility will work just as well, if not a little better.You can see part 1 here Digging into the VIX, and part 2 here What can we use...

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Barycentric interpolation: fast interpolation on arbitrary grids

March 6, 2013
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Barycentric interpolation: fast interpolation on arbitrary grids

Barycentric interpolation generalises linear interpolation to arbitrary dimensions. It is very fast although suboptimal if the function is smooth. You might now it as algorithm 21.7.1 in Numerical Recipes (Two-dimensional Interpolation on an Irregular Grid). Using package geometry it can be implemented in a few lines of code in R. Here’s a quick explanation of what

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Exporting plain, lattice, or ggplot graphics

March 6, 2013
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Exporting plain, lattice, or ggplot graphics

A blend between a basic scatterplot, lattice scatterplot and a ggplot In a recent post I compared the Cairo packages with the base package for exporting graphs. Matt Neilson was kind enough to share in...

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Times per second benchmark

March 5, 2013
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In GNU R the simplest way to measure execution time of a piece code is to use system.time. However, sometimes I want to find out how many times some function can be executed in one second. This is especially useful when we want to compare function...

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