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Record Nr. |
UNINA9910141538103321 |
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Autore |
Chatterjee Samprit <1938-> |
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Titolo |
Handbook of regression analysis [[electronic resource] /] / Samprit Chatterjee, Jeffrey S. Simonoff |
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Pubbl/distr/stampa |
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Hoboken, New Jersey, : Wiley, c2013 |
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ISBN |
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1-118-53283-X |
1-118-53284-8 |
1-118-53281-3 |
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Descrizione fisica |
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1 online resource (252 p.) |
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Collana |
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Wiley Handbooks in Applied Statistics |
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Classificazione |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 227-230) and index. |
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Nota di contenuto |
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pt. 1. The multiple linear regression model -- pt. 2. Addressing violations of assumptions -- pt. 3. Categorical predictors -- pt. 4. Other regression models. |
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Sommario/riassunto |
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"Written by an established expert in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"-- |
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