Dekorationsartikel gehören nicht zum Leistungsumfang.
Sprache:
Englisch
206,95 €*
-3 % UVP 213,99 €
Versandkostenfrei per Post / DHL
Lieferzeit 1-2 Wochen
Kategorien:
Beschreibung
A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.
A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.
Zusammenfassung
Statisticians and applied scientists often must select a model to fit empirical data. This book introduces researchers and graduate students in many areas to an information criterion approach, first introduced by Hirotugu Akaike in 1973. The book will be of general interest, but the emphasis is on applications to the biological sciences.
Inhaltsverzeichnis
Information and Likelihood Theory: A Basis for Model Selection and Inference.- Basic Use of the Information-Theoretic Approach.- Formal Inference From More Than One Model: Multimodel Inference (MMI).- Monte Carlo Insights and Extended Examples.- Advanced Issues and Deeper Insights.- Statistical Theory and Numerical Results.- Summary.
Details
Erscheinungsjahr: | 2002 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Importe, Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xxvi
488 S. |
ISBN-13: | 9780387953649 |
ISBN-10: | 0387953647 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Burnham, Kenneth P
Anderson, David R |
Auflage: | 2nd 2002. Corr. 3rd Printing 2003 edition |
Hersteller: |
Springer New York
Springer US, New York, N.Y. |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 161 x 38 mm |
Von/Mit: | Kenneth P Burnham (u. a.) |
Erscheinungsdatum: | 12.07.2002 |
Gewicht: | 0,953 kg |
Zusammenfassung
Statisticians and applied scientists often must select a model to fit empirical data. This book introduces researchers and graduate students in many areas to an information criterion approach, first introduced by Hirotugu Akaike in 1973. The book will be of general interest, but the emphasis is on applications to the biological sciences.
Inhaltsverzeichnis
Information and Likelihood Theory: A Basis for Model Selection and Inference.- Basic Use of the Information-Theoretic Approach.- Formal Inference From More Than One Model: Multimodel Inference (MMI).- Monte Carlo Insights and Extended Examples.- Advanced Issues and Deeper Insights.- Statistical Theory and Numerical Results.- Summary.
Details
Erscheinungsjahr: | 2002 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Importe, Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
xxvi
488 S. |
ISBN-13: | 9780387953649 |
ISBN-10: | 0387953647 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Burnham, Kenneth P
Anderson, David R |
Auflage: | 2nd 2002. Corr. 3rd Printing 2003 edition |
Hersteller: |
Springer New York
Springer US, New York, N.Y. |
Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
Maße: | 241 x 161 x 38 mm |
Von/Mit: | Kenneth P Burnham (u. a.) |
Erscheinungsdatum: | 12.07.2002 |
Gewicht: | 0,953 kg |
Sicherheitshinweis