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- catalog abstract ""Linear Models in Statistics discusses classical linear models from a matrix algebra perspective, making the subject easily accessible to readers encountering linear models for the first time. It provides a solid foundation from which to explore the literature and interpret correctly the output of computer packages, and brings together a number of approaches to regression and analysis of variance that more experienced practitioners will also benefit from. With an emphasis on broad coverage of essential topics, Linear Models in Statistics carefully develops the basic theory of regression and analysis of variance, illustrating it with examples from a wide range of disciplines."--Jacket.".
- catalog contributor b12040328.
- catalog created "c2000.".
- catalog date "2000".
- catalog date "c2000.".
- catalog dateCopyrighted "c2000.".
- catalog description ""Linear Models in Statistics discusses classical linear models from a matrix algebra perspective, making the subject easily accessible to readers encountering linear models for the first time. It provides a solid foundation from which to explore the literature and interpret correctly the output of computer packages, and brings together a number of approaches to regression and analysis of variance that more experienced practitioners will also benefit from. With an emphasis on broad coverage of essential topics, Linear Models in Statistics carefully develops the basic theory of regression and analysis of variance, illustrating it with examples from a wide range of disciplines."--Jacket.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Introduction -- Matrix algebra -- Random vectors and matrices -- Multivariate normal distribution -- Distribution of quadratic forms in y -- Simple linear regression -- Multiple regression: estimation -- Multiple regression: tests of hypotheses and confidence intervals -- Multiple regression: model validation and diagnostics -- Multiple regression: random x's -- Analysis of variance models -- One-way analysis of variance: balanced case -- Two-way analysis of variance: balance case -- Analysis of variance: unbalanced data -- Analysis of covariance -- Random effects models and mixed effects models -- Additional models.".
- catalog extent "xviii, 578 p. :".
- catalog hasFormat "Linear models in statistics.".
- catalog identifier "0471315648 (alk. paper)".
- catalog isFormatOf "Linear models in statistics.".
- catalog isPartOf "Wiley series in probability and statistics".
- catalog issued "2000".
- catalog issued "c2000.".
- catalog language "eng".
- catalog publisher "New York : Wiley,".
- catalog relation "Linear models in statistics.".
- catalog subject "519.5/35 21".
- catalog subject "Linear models (Statistics)".
- catalog subject "QA276 .R425 2000".
- catalog tableOfContents "Introduction -- Matrix algebra -- Random vectors and matrices -- Multivariate normal distribution -- Distribution of quadratic forms in y -- Simple linear regression -- Multiple regression: estimation -- Multiple regression: tests of hypotheses and confidence intervals -- Multiple regression: model validation and diagnostics -- Multiple regression: random x's -- Analysis of variance models -- One-way analysis of variance: balanced case -- Two-way analysis of variance: balance case -- Analysis of variance: unbalanced data -- Analysis of covariance -- Random effects models and mixed effects models -- Additional models.".
- catalog title "Linear models in statistics / Alvin C. Rencher.".
- catalog type "text".