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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 a Jiří ZELINKA. Generalized Additive Models. In \textit{XploRe - Application Guide}. Berlin: Springer, 2000, s.~171-220. ISBN~3-540-67545-0.
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