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A First Course in Linear Models and Design of Experiments

Posted By: AvaxGenius
Date: 13 Nov 2020 17:24:28
A First Course in Linear Models and Design of Experiments

A First Course in Linear Models and Design of Experiments by N. R. Mohan Madhyastha
English | PDF,EPUB | 2020 | 237 Pages | ISBN : 9811586586 | 27 MB

This textbook presents the basic concepts of linear models, design and analysis of experiments. With the rigorous treatment of topics and provision of detailed proofs, this book aims at bridging the gap between basic and advanced topics of the subject. Initial chapters of the book explain linear estimation in linear models and testing of linear hypotheses, and the later chapters apply this theory to the analysis of specific models in designing statistical experiments.
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Linear Model Theory: With Examples and Exercises

Posted By: AvaxGenius
Date: 4 Nov 2020 22:07:55
Linear Model Theory: With Examples and Exercises

Linear Model Theory: With Examples and Exercises by Dale L. Zimmerman
English | EPUB | 2020 | 513 Pages | ISBN : 3030520625 | 23 MB

This textbook presents a unified and rigorous approach to best linear unbiased estimation and prediction of parameters and random quantities in linear models, as well as other theory upon which much of the statistical methodology associated with linear models is based. The single most unique feature of the book is that each major concept or result is illustrated with one or more concrete examples or special cases.
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Linear Model Theory: Exercises and Solutions

Posted By: AvaxGenius
Date: 3 Nov 2020 09:26:52
Linear Model Theory: Exercises and Solutions

Linear Model Theory: Exercises and Solutions by Dale L. Zimmerman
English | EPUB | 2020 | 350 Pages | ISBN : 3030520730 | 24 MB

This book contains 296 exercises and solutions covering a wide variety of topics in linear model theory, including generalized inverses, estimability, best linear unbiased estimation and prediction, ANOVA, confidence intervals, simultaneous confidence intervals, hypothesis testing, and variance component estimation.
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