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EBSCO_ocn908079043 |
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150509s2008 flu ob 001 0 eng d |
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|a 1264798906
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|a 519.5
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|a UAMI
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|a Monahan, John F.
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|a A Primer on Linear Models /
|c John F. Monahan.
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|a Boca Raton, FL :
|b Chapman & Hall/CRC Press,
|c [2008]
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|a 1 online resource (292 pages)
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|a text
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|a Chapman & Hall/CRC Texts in Statistical Science
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|a Front cover; Contents; Preface; Chapter 1: Examples of the General Linear Model; Chapter 2: The Linear Least Squares Problem; Chapter 3: Estimability and Least Squares Estimators; Chapter 4: Gauss-Markov Model; Chapter 5. Distributional Theory; Chapter 6. Statistical Inference; Chapter 7. Further Topics in Testing; Chapter 8. Variance Components and Mixed Models; Chapter 9. The Multivariate Linear Model; Appendix A: Review of Linear Algebra; Appendix B: Lagrange Multipliers; Bibliography; Back cover.
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|a Preface Examples of the General Linear Model Introduction One-Sample Problem Simple Linear Regression Multiple Regression One-Way ANOVA First Discussion The Two-Way Nested Model Two-Way Crossed Model Analysis of Covariance Autoregression Discussion The Linear Least Squares Problem The Normal Equations The Geometry of Least Squares Reparameterization Gram-Schmidt Orthonormalization Estimability and Least Squares Estimators Assumptions for the Linear Mean Model Confounding, Identifiability, and Estimability Estimability and Least Squares Estimators F.
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|a Includes bibliographical references.
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588 |
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|a Description based on online resource; title from digital title page (viewed on May 25, 2023).
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Linear models (Statistics)
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|a MATHEMATICS
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|i Print version:
|a Monahan, John F.
|t A Primer on Linear Models.
|d Hoboken : CRC Press, ©2008
|z 9781420062014
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|a Texts in statistical science.
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