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Visualizing Linear Models

Posted By: AvaxGenius
Visualizing Linear Models

Visualizing Linear Models by W. D. Brinda
English | PDF,EPUB | 2021 | 175 Pages | ISBN : 303064166X | 19.7 MB

This book provides a visual and intuitive coverage of the core theory of linear models. Designed to develop fluency with the underlying mathematics and to build a deep understanding of the principles, it's an excellent basis for a one-semester course on statistical theory and linear modeling for intermediate undergraduates or graduate students.

Approximate Distributions of Order Statistics: With Applications to Nonparametric Statistics

Posted By: AvaxGenius
Approximate Distributions of Order Statistics: With Applications to Nonparametric Statistics

Approximate Distributions of Order Statistics: With Applications to Nonparametric Statistics by R.-D. Reiss
English | PDF | 1989 | 363 Pages | ISBN : 1461396220 | 27.5 MB

This book is designed as a unified and mathematically rigorous treatment of some recent developments of the asymptotic distribution theory of order statistics (including the extreme order statistics) that are relevant for statistical theory and its applications. Particular emphasis is placed on results concern­ ing the accuracy oflimit theorems, on higher order approximations, and other approximations in quite a general sense.

Linear Model Theory: With Examples and Exercises

Posted By: AvaxGenius
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.

Linear Model Theory: Exercises and Solutions

Posted By: AvaxGenius
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.