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A Primer on Linear Models /

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 Equatio...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Monahan, John F.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : Chapman & Hall/CRC Press, [2008]
Colección:Texts in statistical science.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Monahan, John F. 
245 1 2 |a A Primer on Linear Models /  |c John F. Monahan. 
264 1 |a Boca Raton, FL :  |b Chapman & Hall/CRC Press,  |c [2008] 
300 |a 1 online resource (292 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Chapman & Hall/CRC Texts in Statistical Science 
505 0 |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. 
520 |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. 
504 |a Includes bibliographical references. 
588 |a Description based on online resource; title from digital title page (viewed on May 25, 2023). 
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650 0 |a Linear models (Statistics) 
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650 7 |a Linear models (Statistics)  |2 fast 
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830 0 |a Texts in statistical science. 
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