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Tag: R

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27 posts with this tag

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Area plots in ggplot2

Part of the series Plotting in R With Ggplot2 1. Line plots in ggplot2 2. Area plots in ggplot2 3. Bar plots in ggplot2 4. Stacked bar plots in ggplot2 5. Scatterplots in ggplot2 6. Weighted scatterplots in ggplot2 7. Histograms in ggplot2 8. …

Posted on December 22, 2015 • 6 minutes read Read on
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Getting rJava to work in OS X El Capitan: A non-technical guide

I recently needed to install the XLConnect package in R, which has the dependency rJava. Unfortunately rJava is one of those R packages which is a real pain to install and required a bit of fiddling. I'll talk you through how I installed it in OS X …

Posted on December 16, 2015 • 3 minutes read Read on
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Line plots in ggplot2

Part of the series Plotting in R With Ggplot2 1. Line plots in ggplot2 2. Area plots in ggplot2 3. Bar plots in ggplot2 4. Stacked bar plots in ggplot2 5. Scatterplots in ggplot2 6. Weighted scatterplots in ggplot2 7. Histograms in ggplot2 8. …

Posted on December 15, 2015 • 6 minutes read Read on
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Linear regression tools in R

Choosing the right linear regression model for your data can be an overwhelming venture, especially when you have a large number of available predictors. Luckily R has a wide array of in-built and user-written tools to make this process easier. In …

Posted on November 4, 2015 • 10 minutes read Read on
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Interpreting linear regression coefficients

Coming from a psychology background, I have a soft spot for multiple linear regression. This method is a workhorse in statistics and machine learning, being flexible, powerful and easily interpretable. An issue that people new to multiple regression …

Posted on October 28, 2015 • 8 minutes read Read on
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