This book provides an up-to-date account of the theory and applications of linear models. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations. Some of the ...
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This book provides an up-to-date account of the theory and applications of linear models. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations. Some of the highlights include: A special emphasis on sensitivity analysis and model selection; a chapter devoted to the analysis of categorical data based on logit, loglinear, and logistic regression models; a chapter devoted to incomplete data sets; an extensive appendix on matrix theory, useful to researchers in econometrics, engineering, and optimization theory. The material covered will be invaluable not only to graduate students, but also to research workers and consultants in statistics.
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Add this copy of Linear Models: Least Squares and Alternatives to cart. $9.00, very good condition, Sold by Chatt PublicLibraryFoundation rated 4.0 out of 5 stars, ships from Chattanooga, TN, UNITED STATES, published 1997 by Springer.
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Add this copy of Linear Models: Least Squares and Alternatives (Springer to cart. $17.30, good condition, Sold by Solr Books rated 5.0 out of 5 stars, ships from Skokie, IL, UNITED STATES, published 1997 by Springer.
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Good. We flipped through this book and didn't notice any notes or underlines. Minor shelf wear. Fast Shipping-Each order powers our free bookstore in Chicago and sending books to Africa!
Add this copy of Linear Models: Least Squares and Alternatives (Springer to cart. $17.85, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 1997 by Springer.
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Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Add this copy of Linear Models: Least Squares and Alternatives to cart. $23.08, very good condition, Sold by ThriftBooks-Reno rated 5.0 out of 5 stars, ships from Reno, NV, UNITED STATES, published 1999 by Springer.
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