Generalized Additive Models
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F00%3A00002870" target="_blank" >RIV/00216224:14310/00:00002870 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Generalized Additive Models
Original language description
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.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2000
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
XploRe - Application Guide
ISBN
3-540-67545-0
Number of pages of the result
50
Pages from-to
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Number of pages of the book
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Publisher name
Springer
Place of publication
Berlin
UT code for WoS chapter
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