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Multivariate and other worksheets for R (or S-Plus): a P.M.E.Altham, Statistical Laboratory, University of Cambridge.
 

Summary: Multivariate and other worksheets for R (or S-Plus): a
miscellany
P.M.E.Altham, Statistical Laboratory, University of Cambridge.
June 10, 2011
Contents
1 Classical Statistics and Introduction to non-parametric methods 5
2 Getting started in multivariate normal analysis: simulating and plotting 22
3 Graphical models for normal distributions: a simulation, and the Times Online
Good University Guide data 27
4 Manova on 3 groups, using Fisher's classic Iris data 35
5 Linear discrimination between groups 39
6 Principal Components Analysis 41
7 Hierarchical Cluster Analysis 45
8 Decision trees 49
9 Introduction to Time-Series modelling 52
10 Survival Data Analysis 55
11 Survival analysis for the British monarchy 58
12 Classical Metric Multidimensional Scaling and Chernoff's faces 61
13 Analysis of a Repeated Measures design 68
14 Fitting a beta-binomial distribution to the IVF hospitals data 73

  

Source: Altham, Pat - Statistical Laboratory, Centre for Mathematical Sciences, University of Cambridge

 

Collections: Mathematics