Publication | Closed Access
GAMLSS: A distributional regression approach
139
Citations
33
References
2018
Year
Quantitative Spatial ModelDistributional Regression ApproachEngineeringSpatial Statistical AnalysisSpatio-temporal ModelStatistical ModelingBiostatisticsStatistical InferenceRegression AnalysisGeneralized Additive ModelsPublic HealthEstimation TheoryStatistical Learning TheoryFunctional Data AnalysisStatisticsSpatial StatisticsExplanatory Variables
Abstract: 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.
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