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Methods of Statistical Model Estimation
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(Buch) |
Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 2 Artikel!
Lieferstatus: |
i.d.R. innert 14-24 Tagen versandfertig |
Veröffentlichung: |
September 2019
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Genre: |
Schulbücher |
ISBN: |
9780367380007 |
EAN-Code:
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9780367380007 |
Verlag: |
CRC Press |
Einband: |
Kartoniert |
Sprache: |
English
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Dimensionen: |
H 234 mm / B 156 mm / D 14 mm |
Gewicht: |
363 gr |
Seiten: |
255 |
Bewertung: |
Titel bewerten / Meinung schreiben
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Inhalt: |
This book examines the most important and popular methods used to estimate parameters for statistical models and provide informative model summary statistics. Designed for R users, the book is also ideal for anyone wanting to better understand the algorithms used for statistical model fitting. It presents algorithms for the estimation of a variety of useful regression procedures using maximum likelihood estimation, iteratively reweighted least squares regression, the EM algorithm, and MCMC sampling. Fully developed, working R code is constructed for each method. |
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