GAMLSS: a distributional regression approach
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 ca...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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SAGE Publications
2018
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| Online Access: | https://repository.londonmet.ac.uk/4821/1/GAMLSS%20A%20distributional.pdf.pdf |
| _version_ | 1825625368458952704 |
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| author | Stasinopoulos, Dimitrios Rigby, Robert A. De Bastiani, Fernanda |
| author_facet | Stasinopoulos, Dimitrios Rigby, Robert A. De Bastiani, Fernanda |
| author_sort | Stasinopoulos, Dimitrios |
| collection | LMU |
| 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. |
| first_indexed | 2024-07-09T03:58:18Z |
| format | Article |
| id | oai:repository.londonmet.ac.uk:4821 |
| institution | London Metropolitan University |
| language | English |
| last_indexed | 2024-07-09T03:58:18Z |
| publishDate | 2018 |
| publisher | SAGE Publications |
| record_format | eprints |
| spelling | oai:repository.londonmet.ac.uk:48212021-07-22T08:11:10Z https://repository.londonmet.ac.uk/4821/ GAMLSS: a distributional regression approach Stasinopoulos, Dimitrios Rigby, Robert A. De Bastiani, Fernanda 510 Mathematics 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. SAGE Publications 2018-03-29 Article PeerReviewed text en cc_by_nc_nd https://repository.londonmet.ac.uk/4821/1/GAMLSS%20A%20distributional.pdf.pdf 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 https://journals.sagepub.com/doi/abs/10.1177/1471082X18759144?journalCode=smja 10.1177/1471082X18759144 10.1177/1471082X18759144 |
| spellingShingle | 510 Mathematics Stasinopoulos, Dimitrios Rigby, Robert A. De Bastiani, Fernanda GAMLSS: a distributional regression approach |
| title | GAMLSS: a distributional regression approach |
| title_full | GAMLSS: a distributional regression approach |
| title_fullStr | GAMLSS: a distributional regression approach |
| title_full_unstemmed | GAMLSS: a distributional regression approach |
| title_short | GAMLSS: a distributional regression approach |
| title_sort | gamlss a distributional regression approach |
| topic | 510 Mathematics |
| url | https://repository.londonmet.ac.uk/4821/1/GAMLSS%20A%20distributional.pdf.pdf |
| work_keys_str_mv | AT stasinopoulosdimitrios gamlssadistributionalregressionapproach AT rigbyroberta gamlssadistributionalregressionapproach AT debastianifernanda gamlssadistributionalregressionapproach |