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The essential guide to bootstrapping in SAS
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. This article describes best practices and techniques that every data analyst should know before...
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Graphs of bootstrap statistics in PROC TTEST
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. When I run a bootstrap analysis, I create graphs to visualize the distribution of the bootstrap...
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Matrix operations and BY groups
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. Many SAS procedures support the BY statement, which enables you to perform an analysis for subgroups of...
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Discrimination, accuracy, and stability in binary classifiers
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. At SAS Global Forum 2019, Daymond Ling presented an interesting discussion of binary classifiers in the...
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How to estimate the difference between percentiles
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. I recently read an article that describes ways to compute confidence intervals for the difference in a...
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Confidence intervals for eigenvalues of a correlation matrix
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. A fundamental principle of data analysis is that a statistic is an estimate of a parameter for the...
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The simple block bootstrap for time series in SAS
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. For ordinary least squares (OLS) regression, you can use a basic bootstrap of the residuals (called...
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The moving block bootstrap for time series
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. As I discussed in a previous article, the simple block bootstrap is a way to perform a bootstrap...
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The stationary block bootstrap in SAS
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. This is the third and last introductory article about how to bootstrap time series in SAS. In the first...
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Permutation tests and independent sorting of data
This post was kindly contributed by The DO Loop - go there to comment and to read the full post. For many univariate statistics (mean, median, standard deviation, etc.), the order of the data is...
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