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Regression Models, Methods and Applications - Ludwig Fahrmeir,Thomas Kneib,Stefan Lang,Brian Marx

englanti
2013-05-23
260,53 € 347,38 €

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The aim of this book is an applied and unified introduction into parametric, non- and semiparametric regression that closes the gap between theory and application. The most important models and methods in regression are presented on a solid formal basis, and their appropriate application is shown through many real data examples and case studies. Availability of (user-friendly) software has been a major crit ... Täydellinen kuvaus

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The aim of this book is an applied and unified introduction into parametric, non- and semiparametric regression that closes the gap between theory and application. The most important models and methods in regression are presented on a solid formal basis, and their appropriate application is shown through many real data examples and case studies. Availability of (user-friendly) software has been a major criterion for the methods selected and presented. Thus, the book primarily targets an audience that includes students, teachers and practitioners in social, economic, and life sciences, as well as students and teachers in statistics programs, and mathematicians and computer scientists with interests in statistical modeling and data analysis. It is written on an intermediate mathematical level and assumes only knowledge of basic probability, calculus, and statistics. The most important definitions and statements are concisely summarized in boxes. Two appendices describe required matrix algebra, as well as elements of probability calculus and statistical inference.

Lisätietoja

Kirjoittaja Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx
Julkaisija Springer Berlin Heidelberg
Julkaisuvuosi 2013
Kannen tyyppi Kovakantinen
EAN 9783642343322
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Arvostelet: Regression Models, Methods and Applications
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260,53 € 347,38 €