Carte Smoothing Methods in Statistics Jeffrey S. Simonoff

Smoothing Methods in Statistics

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
622.94 lei
Focussing on applications, this book covers a very broad range, including simple and complex univari...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2011
Pagini
340
EAN
9781461284727
ISBN
1461284724
Enbook ID
06795676
Greutate
540
Dimensiuni
155 x 18 x 18

Descriere completă

Focussing on applications, this book covers a very broad range, including simple and complex univariate and multivariate density estimation, nonparametric regression estimation, categorical data smoothing, and applications of smoothing to other areas of statistics. It will thus be of particular interest to data analysts, as arguments generally proceed from actual data rather than statistical theory, while the "Background Material" sections will interest statisticians studying the field. Over 750 references allow researchers to find the original sources for more details, and the "Computational Issues" sections provide sources for statistical software that use the methods discussed. Each chapter includes exercises with a heavily computational focus based upon the data sets used in the book, making it equally suitable as a textbook for a course in smoothing.

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