23 results for “topic:gamlss”
An extension of XGBoost to probabilistic modelling
An extension of LightGBM to probabilistic modelling
An extension of CatBoost to probabilistic modelling
A package for online distributional learning.
Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The current relase version can be found on CRAN (https://cran.r-project.org/package=gamboostLSS).
An extension of Py-Boost to probabilistic modelling
Toolbox to estimate, automatically regularize, and select between Generalized Additive Mixed Models and their extensions in Python
RefCurv: A Software for the Construction of Pediatric Reference Curves
A general modelling framework for specifying and fitting models to empirical fundamental diagrams of road traffic, and for comparing the model fits using information criteria
Framework for the visualization of distributional regression models
Shiny App: Calculation of Age-dependent Reference Intervals (AdRI)
Fast GAMLSS surrogate for Hall dynamic weight change model (used in microsimulation)
This repo provides supplemental material for the article titled: "Assessing Potential Heteroscedasticity in Psychological Data: A GAMLSS approach"
Shiny App for regression analysis using GAMLSS
Shiny App: Calculation of Age-dependent Reference Intervals with GAMLSS (AdRI_GAMLSS)
LaTeX code for my master's thesis.
This repo contains an R script that algorithmically finds the best distribution that fits several continuous, randomized variables
R code and BayesX scripts for effect selection and complexity reduction on basis of the Normal Beta Prime Spike and Slab Prior
Este projeto tem como objetivo, através de uma regressão binomial do tipo logito, predizer as chances de um nódulo de mama ser maligno ou benigno. O projeto visa aplicar o aprendizado das aulas do programa de Especialização em Data Science e Big Data da UFPR e compor parte da nota na disciplina de Inferência Estatística parte 3.
Forecasting Oil Prices with Time Series & Generalized Additive Models for Location, Scale and Shape
GAMLSS code for modeling PFAS DNA methylation relationship.
GAMLSS for insurance pricing in Python — model variance, shape, and tail parameters as functions of covariates
This is a documentation of research done on a Special Olympics data set