Verkauf durch Sack Fachmedien

Seber / Lee

Linear Regression Analysis

Medium: Buch
ISBN: 978-0-471-41540-4
Verlag: Wiley
Erscheinungstermin: 05.02.2003
Lieferfrist: bis zu 10 Tage

Concise, mathematically clear, and comprehensive treatment of the subject.
* Expanded coverage of diagnostics and methods of model fitting.
* Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models.
* More than 200 problems throughout the book plus outline solutions for the exercises.
* This revision has been extensively class-tested.


Produkteigenschaften


  • Artikelnummer: 9780471415404
  • Medium: Buch
  • ISBN: 978-0-471-41540-4
  • Verlag: Wiley
  • Erscheinungstermin: 05.02.2003
  • Sprache(n): Englisch
  • Auflage: 2. Auflage 2003
  • Serie: Wiley Series in Probability and Statistics
  • Produktform: Gebunden
  • Gewicht: 1032 g
  • Seiten: 592
  • Format (B x H x T): 161 x 240 x 36 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Preface.

Vectors of Random Variables.

Multivariate Normal Distribution.

Linear Regression: Estimation and Distribution Theory.

Hypothesis Testing.

Confidence Intervals and Regions.

Straight-Line Regression.

Polynomial Regression.

Analysis of Variance.

Departures from Underlying Assumptions.

Departures from Assumptions: Diagnosis and Remedies.

Computational Algorithms for Fitting a Regression.

Prediction and Model Selection.

Appendix A. Some Matrix Algebra.

Appendix B. Orthogonal Projections.

Appendix C. Tables.

Outline Solutions to Selected Exercises.

References.

Index.