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Visualizing Statistical Models And Concepts Book

Visualizing Statistical Models And Concepts
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Visualizing Statistical Models And Concepts, Examines classic algorithms, geometric diagrams, and mechanical principles for enhances visualization of statistical estimation procedures and mathematical concepts in physics, engineering, and computer programming., Visualizing Statistical Models And Concepts
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  • Visualizing Statistical Models And Concepts
  • Written by author R.W. Farebrother
  • Published by Taylor & Francis, Inc., 6/1/2002
  • "Examines classic algorithms, geometric diagrams, and mechanical principles for enhances visualization of statistical estimation procedures and mathematical concepts in physics, engineering, and computer programming."
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Authors

Preface
Ch. 1 Introduction 1
Ch. 2 Abstract Geometrical and Mechanical Representations 13
Ch. 3 Mechanical Models for Multidimensional Medians 29
Ch. 4 Method of Least Squared Deviations 63
Ch. 5 Method of Least Absolute Deviation 97
Ch. 6 Minimax Absolute Deviation Method 143
Ch. 7 Method of Least Median of Squared Deviations 163
Ch. 8 Mechanical Models for Metric Graphs 177
Ch. 9 Categorical Data Analysis 191
Ch. 10 Method of Averages and Curve Fitting by Splines 207
Ch. 11 Multivariate Generalisations of the Method of Least Squares 219
List of Figures 233
List of Tables 241
Name Index 243
Subject Index 245


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