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Stasinopoulos, Dimitrios, Rigby, Robert A. and De Bastiani, Fernanda (2018) GAMLSS: a distributional regression approach. Statistical Modelling, 18 (3-4). pp. 248-273. ISSN 1477-0342
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GAMLSS A distributional.pdf.pdf - Accepted Version Available under License Creative Commons Attribution Non-commercial No Derivatives. Download (9MB) | Preview |
Official URL: https://journals.sagepub.com/doi/abs/10.1177/14710...
Abstract / Description
A tutorial of the generalized additive models for location, scale and shape (GAMLSS) is given here using two examples. GAMLSS is a general framework for performing regression analysis where not only the location (e.g., the mean) of the distribution but also the scale and shape of the distribution can be modelled by explanatory variables.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | beta negative binomial, Box-Cox t, Centile estimation, head circumference, kurtosis, physician visits, skewness |
| Subjects: | 500 Natural Sciences and Mathematics > 510 Mathematics |
| Department: | School of Computing and Digital Media |
| Depositing User: | Bal Virdee |
| Date Deposited: | 09 May 2019 13:55 |
| Last Modified: | 22 Jul 2021 08:11 |
| URI: | https://repository.londonmet.ac.uk/id/eprint/4821 |
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