Computational statistics with R

zbMath1360.62004MaRDI QIDQ479005

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Publication date: 5 December 2014

Published in: Handbook of Statistics (Search for Journal in Brave)

Full work available at URL: http://www.sciencedirect.com/science/handbooks/01697161/32

zbMATH Keywords

Bayesian networkscomputational statisticsbinomial regressionR environmentR graphicssample size calculations

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Applications of statistics to biology and medical sciences; meta analysis (62P10) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Theory of programming languages (68N15) Graphical methods in statistics (62A09)

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Tolerance intervals in statistical software and robustness under model misspecification

Uses Software

• GGobi
• Matlab
• R
• lme4
• boot
• pwr
• robust
• scatterplot3d
• vcd
• ROCR
• ggplot2
• rpart
• geepack
• gbm
• GAMLSS
• ICS
• rgl
• SparseM
• np
• Beanplot
• corrplot
• latticeExtra
• randomForest
• dmt
• tolerance