Visualizing Statistical Models And Concepts

Visualizing Statistical Models And Concepts

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by R.W. Farebrother, Michael Schyns
     
 

Examines classic algorithms, geometric diagrams, and mechanical principles for enhances visualization of statistical estimation procedures and mathematical concepts in physics, engineering, and computer programming.See more details below

Overview

Examines classic algorithms, geometric diagrams, and mechanical principles for enhances visualization of statistical estimation procedures and mathematical concepts in physics, engineering, and computer programming.

Product Details

ISBN-13:
9780824707187
Publisher:
Taylor & Francis
Publication date:
06/28/2002
Series:
Statistics: Textbooks and Monographs
Pages:
280
Product dimensions:
6.25(w) x 9.25(h) x 1.00(d)

Table of Contents

Preface
Ch. 1Introduction1
Ch. 2Abstract Geometrical and Mechanical Representations13
Ch. 3Mechanical Models for Multidimensional Medians29
Ch. 4Method of Least Squared Deviations63
Ch. 5Method of Least Absolute Deviation97
Ch. 6Minimax Absolute Deviation Method143
Ch. 7Method of Least Median of Squared Deviations163
Ch. 8Mechanical Models for Metric Graphs177
Ch. 9Categorical Data Analysis191
Ch. 10Method of Averages and Curve Fitting by Splines207
Ch. 11Multivariate Generalisations of the Method of Least Squares219
List of Figures233
List of Tables241
Name Index243
Subject Index245

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