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You searched IISERK - Author: Brimblecombe, Peter, 1949-
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Call Number
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519.536
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Author
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Brinda, W. D. author.
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Title
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Visualizing Linear Models [electronic resource] / by W. D. Brinda.
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Material Info.
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XVI, 167 p. 43 illus., 23 illus. in color. online resource.
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Summary Note
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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. Three chapters gradually develop the essentials of linear model theory. They are each preceded by a review chapter that covers a foundational prerequisite topic. This classroom-tested work explores two distinct and complementary types of visualization: the “observations picture” and the “variables picture.” To improve retention of material, this book is supplemented by a bank of ready-made practice exercises for students. These are available for digital or print use.
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Notes
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Preface -- Review: Linear Algebra -- Least-Squares Regression -- Review: Random Vectors -- The Linear Model -- Review: Normality -- Normal Errors.
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ISBN
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9783030641672
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Subject
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Regression analysis.
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Subject
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Algebras, Linear.
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Subject
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Statistics .
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Subject
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Linear Models and Regression.
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Subject
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Linear Algebra.
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Subject
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Statistical Theory and Methods.
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Added Entry
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SpringerLink (Online service)
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Date
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Year, Month, Day:02208011
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