Trevor Cox is a British academic and science communicator. He was a Senior Media fellow for EPSRC, and is a past-President of the Institute of Acoustics.

• 1 Introduction 1 2 Matrix Algebra 103 Basic Multivariate Statistics 224 Graphical Representation of Multivariate Data 415 Principal Components Analysis 496 Biplots 687 Correspondence Analysis 768 Cluster Analysis 879 Multidimensional Scaling 9910 Linear Regression Analysis 11811 Multivariate Analysis of Variance 13112 Canonical Correlation Analysis 14013 Discriminate Analysis and Canonical Variates Analysis 14814 Loglinear Modelling 16915 Factor Analysis 18116 Other Latent Variable Models 19517 Graphical Modelling 20118 Data Mining 211References 225Index 227

Trevor Cox is a British academic and science communicator. He was a Senior Media fellow for EPSRC, and is a past-President of the Institute of Acoustics.

• 1 Introduction 1 2 Matrix Algebra 103 Basic Multivariate Statistics 224 Graphical Representation of Multivariate Data 415 Principal Components Analysis 496 Biplots 687 Correspondence Analysis 768 Cluster Analysis 879 Multidimensional Scaling 9910 Linear Regression Analysis 11811 Multivariate Analysis of Variance 13112 Canonical Correlation Analysis 14013 Discriminate Analysis and Canonical Variates Analysis 14814 Loglinear Modelling 16915 Factor Analysis 18116 Other Latent Variable Models 19517 Graphical Modelling 20118 Data Mining 211References 225Index 227

Trevor Cox is a British academic and science communicator. He was a Senior Media fellow for EPSRC, and is a past-President of the Institute of Acoustics.

• 1 Introduction 1 2 Matrix Algebra 103 Basic Multivariate Statistics 224 Graphical Representation of Multivariate Data 415 Principal Components Analysis 496 Biplots 687 Correspondence Analysis 768 Cluster Analysis 879 Multidimensional Scaling 9910 Linear Regression Analysis 11811 Multivariate Analysis of Variance 13112 Canonical Correlation Analysis 14013 Discriminate Analysis and Canonical Variates Analysis 14814 Loglinear Modelling 16915 Factor Analysis 18116 Other Latent Variable Models 19517 Graphical Modelling 20118 Data Mining 211References 225Index 227