β Scribed by R. W. Farebrother
No coin nor oath required. For personal study only.
Examines classic algorithms, geometric diagrams, and mechanical principles for enhances visualization of statistical estimation procedures and mathematical concepts in physics, engineering, and computer programming.
Preface......Page 9
Contents......Page 11
Introduction......Page 19
Abstract Geometrical and Mechanical Representations......Page 31
Mechanical Models for Multidimensional Medians......Page 47
Method of Least Squared Deviations......Page 81
Method of Least Absolute Deviation......Page 115
Minimax Absolute Deviation Method......Page 161
Method of Least Median of Squared Deviations......Page 181
Mechanical Models of Metric Graphs......Page 195
Categorical Data Analysis......Page 209
Method of Averages and Curve Fitting by Splines......Page 225
Multivariate Generalisations of the Method of Least Squares......Page 237
List of Figures......Page 251
List of Tables......Page 259
Name Index......Page 261
Subject Index......Page 263
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