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Statistical Methods: The Geometric Approach

  • Kartonierter Einband
  • 580 Seiten
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A novel exposition of the analysis of variance and regression. The key feature here is that these tools are viewed in their natura... Weiterlesen
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Beschreibung

A novel exposition of the analysis of variance and regression. The key feature here is that these tools are viewed in their natural mathematical setting - the geometry of finite dimensions. This is because geometry clarifies the basic statistics and unifies the many aspects of analysing variance and regression.

Inhalt

Basic Ideas: Introduction: The Geometric Tool Kit. The Statistical Tool Kit. Tool Kits At Work.- Introduction to Analysis of Variance: Single Population Questions. Questions About Two Populations. Questions About Several Populations. Orthogonal Contrasts: Class Comparisons. Factorial Contrasts. Polynomial Contrasts. Pairwise Comparisons.- Introducing Blocking: Randomized Block Design. Latin Square Design. Split Plot Design.- Fundamentals of Regression: Simple Regression.- Polynomial Regression.- Analysis of Covariance.- General Summary. Appendices: A: Unequal Replications. Two Populations. B: Unequal Replications. Several Populations. C: Alternative Factorial Notation. D: Regression Through the Origin. E: Confidence Intervals. T: Statistical Tables. References. Index.

Produktinformationen

Titel: Statistical Methods: The Geometric Approach
Autor:
EAN: 9781461269656
ISBN: 1461269652
Format: Kartonierter Einband
Herausgeber: Springer New York
Anzahl Seiten: 580
Gewicht: 867g
Größe: H235mm x B155mm x T30mm
Jahr: 2012
Auflage: Softcover reprint of the original 1st ed. 1991

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