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@inbook{349512,
author = {Sperlich, Stefan and Zelinka, Jiří},
address = {Berlin},
booktitle = {XploRe - Application Guide},
keywords = {additive model; geberalized additive model; backfitting; XploRe; quantlet},
language = {eng},
location = {Berlin},
isbn = {3-540-67545-0},
pages = {171-220},
publisher = {Springer},
title = {Generalized Additive Models},
url = {http://www.springeronline.com/sgw/cda/frontpage/0,11855,1-40109-22-2078598-0,00.html},
year = {2000}
}
TY - CHAP
ID - 349512
AU - Sperlich, Stefan - Zelinka, Jiří
PY - 2000
TI - Generalized Additive Models
PB - Springer
CY - Berlin
SN - 3540675450
KW - additive model
KW - geberalized additive model
KW - backfitting
KW - XploRe
KW - quantlet
UR - http://www.springeronline.com/sgw/cda/frontpage/0,11855,1-40109-22-2078598-0,00.html
N2 - This book offers a detailed application guide to XploRe - the interactive statistical computing environment - with case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn in gradual steps how XploRe works in real life applications. Many examples from practice are discussed and analysed in full length. Great emphasis is put on graphics based understanding of the data interrelations. The case studies include: Survival modelling with Cox's proportional hazard regression.- Vitamine C data analysis with Quantile Regression.- Human capital allocation with smoothing methods.- Cluster analysis of butterfly data.- Money market analysis with Dynamic Partial Least Squares.- Media metrics with correspondance analysis.- Multiple and flexible time series analysis of macro economic data.- As well as other case studies.
ER -
SPERLICH, Stefan and Jiří ZELINKA. Generalized Additive Models. In \textit{XploRe - Application Guide}. Berlin: Springer, 2000, p.~171-220. ISBN~3-540-67545-0.
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