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Generalized Additive Models for Location, Scale, and Shape: A Distributional Regression Approach, with Applications
A Distributional Regression Approach, With Applications
- Editore:
CAMBRIDGE
- Collana:
- Cambridge Statistical and Prob
- EAN:
9781009410069
- ISBN:
1009410067
- Pagine:
- 299
- Formato:
- Hardback
- Lingua:
- Inglese
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Descrizione Generalized Additive Models for Location, Scale, and Shape: A Distributional Regression Approach, with Applications
"This text provides a state-of-the-art treatment of distributional regression, accompanied by real-world examples from diverse areas of application. Maximum likelihood, Bayesian and machine learning approaches are covered in-depth and contrasted, providing an integrated perspective on GAMLSS for researchers in statistics and other data-rich fields"--
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