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Descriptive Techniques......Page 13 Comparison of Batches......Page 15 Boxplots......Page 16 Histograms......Page 24 Kernel Densities......Page 27 Scatterplots......Page 32 Chernoff-Flury Faces......Page 36 Andrews' Curves......Page 41 Parallel Coordinates Plots......Page 44 Boston Housing......Page 46 Exercises......Page 54 Multivariate Random Variables......Page 57 Elementary Operations......Page 59 Spectral Decompositions......Page 65 Quadratic Forms......Page 67 Partitioned Matrices......Page 70 Geometrical Aspects......Page 73 Exercises......Page 81 Moving to Higher Dimensions......Page 83 Covariance......Page 84 Correlation......Page 88 Summary Statistics......Page 94 Linear Model for Two Variables......Page 97 Simple Analysis of Variance......Page 105 Multiple Linear Model......Page 110 Boston Housing......Page 114 Exercises......Page 117 Multivariate Distributions......Page 121 Distribution and Density Function......Page 122 Moments and Characteristic Functions......Page 127 Transformations......Page 137 The Multinormal Distribution......Page 139 Sampling Distributions and Limit Theorems......Page 144 Bootstrap......Page 150 Exercises......Page 154 Elementary Properties of
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Common subject areas: history, science, philosophy, social sciences.
- Author
- Hardle Et Al
- Publisher
- Springer
- Published
- 2003
- Language
- EN
- Category
- mathematics
- Subjects
- Mathematics, Probability, Stem
- Rating
- 4.3 / 5 (100 ratings)
- Updated
- 2026-03-14
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