Description

Book Synopsis
Unlike other books on variance components, Statistical Tests for Mixed Linear Models continues beyond point estimation to cover hypothesis and data testing. By addressing these areas, the author presents practical applications of variance component models through testing of fixed effects and variance components.

Trade Review
"...compiles the available results in this area into a single volume." (Quarterly of Applied Mathematics, Vol. LIX, No. 3, September 2001)

"...the authors are to be congratulated for this important and useful book...the authors state...'it will contribute to the development of the area, and enhance its exposure and usefulness.' The reviewers agree." (Mathematical Geology)



Table of Contents
Nature of Exact and Optimum Tests in Mixed Linear Models.

Balanced Random and Mixed Models.

Measures of Data Imbalance.

Unbalanced One-Way and Two-Way Random Models.

Random Models with Unequal Cell Frequencies in the Last Stage.

Tests in Unbalanced Mixed Models.

Recovery of Inter-Block Information.

Split-Plot Designs Under Mixed and Random Models.

Tests Using Generalized P-Values.

Multivariate Mixed and Random Models.

Appendix.

General Bibliography.

Indexes.

Statistical Tests for Mixed Linear Models

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    A Hardback by André I. Khuri, Thomas Mathew, Bimal K. Sinha

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      Book details

      Publisher John Wiley & Sons Inc
      Published 17 February 1998
      ISBN-13 9780471156536
      978-0471156536
      ISBN-10 0471156531
      Also in:
      Mathematics Probability and statistics

      Description

      Book Synopsis
      Unlike other books on variance components, Statistical Tests for Mixed Linear Models continues beyond point estimation to cover hypothesis and data testing. By addressing these areas, the author presents practical applications of variance component models through testing of fixed effects and variance components.

      Trade Review
      "...compiles the available results in this area into a single volume." (Quarterly of Applied Mathematics, Vol. LIX, No. 3, September 2001)

      "...the authors are to be congratulated for this important and useful book...the authors state...'it will contribute to the development of the area, and enhance its exposure and usefulness.' The reviewers agree." (Mathematical Geology)



      Table of Contents
      Nature of Exact and Optimum Tests in Mixed Linear Models.

      Balanced Random and Mixed Models.

      Measures of Data Imbalance.

      Unbalanced One-Way and Two-Way Random Models.

      Random Models with Unequal Cell Frequencies in the Last Stage.

      Tests in Unbalanced Mixed Models.

      Recovery of Inter-Block Information.

      Split-Plot Designs Under Mixed and Random Models.

      Tests Using Generalized P-Values.

      Multivariate Mixed and Random Models.

      Appendix.

      General Bibliography.

      Indexes.

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