Formulas Useful for Linear Regression Analysis and Related Matrix Theory

It's Only Formulas But We Like Them

  • Simo Puntanen
  • George P. H. Styan
  • Jarkko Isotalo

Part of the SpringerBriefs in Statistics book series (BRIEFSSTATIST)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Simo Puntanen, Jarkko Isotalo, George P. H. Styan
    Pages 1-116
  3. Back Matter
    Pages 117-125

About this book

Introduction

This is an unusual book because it contains a great deal of formulas. Hence it is a blend of monograph, textbook, and handbook.
It is intended for students and researchers who need quick access to useful formulas appearing in the linear regression model and related matrix theory. This is not a regular textbook - this is supporting material for courses given in linear statistical models. Such courses are extremely common at universities with quantitative statistical analysis programs.

Keywords

best linear unbiased estimation linear model linear regression matrix theory projector

Authors and affiliations

  • Simo Puntanen
    • 1
  • George P. H. Styan
    • 2
  • Jarkko Isotalo
    • 3
  1. 1.Dpt. Math, Statistics & PhilosophyUniversity of Tampere Dpt. Math, Statistics & PhilosophyTampereFinland
  2. 2.Dept. Mathematics & StatisticsMcGill University Dept. Mathematics & StatisticsMontréalCanada
  3. 3.Department of Forest SciencesUniversity of HelsinkiHelsinkiFinland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-32931-9
  • Copyright Information The Author(s) 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-642-32930-2
  • Online ISBN 978-3-642-32931-9
  • Series Print ISSN 2191-544X
  • Series Online ISSN 2191-5458
  • About this book