Projects in Awesome Lists tagged with generalized-linear-models

https://github.com/statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis

Last synced: 12 May 2025

https://github.com/helske/walker

Bayesian Generalized Linear Models with Time-Varying Coefficients

bayesian generalized-linear-models mcmc r stan time-series

Last synced: 27 Feb 2025

https://github.com/merliseclyde/BAS

BAS R package for Bayesian Model Averaging and Variable Selection

bayesian bayesian-inference cran generalized-linear-models linear-regression logistic-regression mcmc model-selection poisson-regression predictive-modeling r-package regression variable-selection

Last synced: 14 Mar 2025

https://github.com/friendly/vcdextra

Extensions and additions to vcd: Visualizing Categorical Data

categorical-data-visualization generalized-linear-models mosaic-plots r-package

Last synced: 13 Apr 2025

https://github.com/aromanro/machinelearning

From linear regression towards neural networks...

adagrad adam-optimizer backpropagation data-analysis data-science generalized-linear-models gradient-descent linear-regression logistic-regression machine-learning machine-learning-algorithms multilayer-perceptron-network nadam nesterov-accelerated-sgd nesterov-momentum neural-network rmsprop

Last synced: 16 Mar 2025

https://github.com/friendly/vcdExtra

Extensions and additions to vcd: Visualizing Categorical Data

categorical-data-visualization generalized-linear-models mosaic-plots r-package

Last synced: 22 Nov 2024

https://github.com/mkearney/tidyreg

🎓 Tidy regression tools for academics

generalized-linear-models linear-models quantitative-methods regression statistics tidyversity

Last synced: 12 Apr 2025

https://github.com/emjun/tisane

Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models

domain-specific-language generalized-linear-mixed-models generalized-linear-models linear-models linear-regression statistical-analysis statistical-validity statistics

Last synced: 15 Apr 2025

https://github.com/yufongpeng/anovabase.jl

A simple framework for ANOVA on various types of Julia statistical models

anova f-test generalized-linear-models likelihood-ratio-test linear-mixed-effects linear-models

Last synced: 10 Apr 2025

https://github.com/jolars/slope

Sorted L1 Penalized Estimation

generalized-linear-models r slope sparse-regression

Last synced: 08 May 2025

https://github.com/hturner/gnm

gnm package for generalized nonlinear models in R

generalized-linear-models generalized-nonlinear-models r statistical-models

Last synced: 12 Apr 2025

https://github.com/hturner/gnm-day-course

one day introduction to generalized nonlinear models using the gnm and logmult R packages

generalized-linear-models nonlinear-regression r statistical-models

Last synced: 12 Apr 2025

https://github.com/mbojan/lspline

R package: Linear Splines with Convenient Parameterizations

generalized-linear-models r r-package splines

Last synced: 10 Apr 2025

https://github.com/chrismainey/gamworkshop

GAM workshop for NHS-R Community Conference 2023

gams generalized-additive-models generalized-linear-models mgcv nhs nhs-r nhs-r-community r

Last synced: 07 May 2025

https://github.com/hua-zhou/mglm

MGLM Toolbox for Matlab

generalized-linear-models matlab mglm-toolbox sparse-regression

Last synced: 13 Feb 2025

https://github.com/m-clark/r-iii-modeling

Using models to understand relationships and make predictions.

generalized-linear-models linear-models loss-functions machine-learning-basics model-checking model-comparison models r visualization workshop

Last synced: 30 Apr 2025

https://github.com/jolars/sgdnet

Fast Sparse Linear Models for Big Data with SAGA

elastic-net generalized-linear-models gsoc-2018 lasso-regression machine-learning r ridge-regression statistical-learning

Last synced: 22 Apr 2025

https://github.com/dirkschumacher/rcppglm

GLM implementation in c++ with rcpp and armadillo

armadillo-library generalized-linear-models machine-learning-algorithms r

Last synced: 19 Nov 2024

https://github.com/yufongpeng/anovaglm.jl

Conduct one-way and multi-way anova in Julia with GLM.jl

anova f-test generalized-linear-models likelihood-ratio-test linear-models

Last synced: 10 Apr 2025

https://github.com/cgob/codonDT_snakemake

Ribo-DT is a snakemake pipeline to infer single-codon and codon-pair dwell times as well as gene flux from ribosome profiling data using generalized linear model (GLM) with negative binomial noise model (Gobet et al., PNAS, 2020).

bioinformatics generalized-linear-models ribosome ribosome-profiling

Last synced: 20 Nov 2024

https://github.com/hendersontrent/quasiglm.jl

Adjust Poisson and Binomial Generalised Linear Models to their quasi equivalents for dispersed data

generalized-linear-models statistical-inference statistical-models statistics

Last synced: 08 Apr 2025

https://github.com/chen0040/java-glm

Generalized linear models for regression and classification problems

classifier-model forecasting generalized-linear-models glm java libsvm-format regression regression-models

Last synced: 16 Dec 2024

https://github.com/dirkschumacher/tfjs-glm

Generalized linear models in tensorflow.js (WIP)

generalized-linear-models statistics tensorflow tensorflow-js

Last synced: 13 Mar 2025

https://github.com/tonyduan/glm-lib

Lightweight Python library for GLM regression.

generalized-linear-models machine-learning

Last synced: 10 Apr 2025

https://github.com/saketkc/pyflglm

generalized-linear-models glm statsmodels

Last synced: 26 Mar 2025

https://github.com/nelson-gon/manymodelr

Build and Tune Several Models

analysis-of-variance anova correlation correlation-coefficient cran generalized-linear-models gradient-boosting-decision-trees knn-classification linear-models linear-regression machine-learning missing-values models package r r-package r-programming r-stats random-forest-algorithm regression-models

Last synced: 04 Feb 2025

https://github.com/emjun/rtisane

Author statistical models from domain knowledge

generalized-linear-models

Last synced: 15 Apr 2025

https://github.com/sfcheung/betaselectr

Do selective standardization in structural equation models and regression models

bootstrapping confidence-intervals generalized-linear-models lavaan logistic-regression r regression sem standardization structural-equation-modeling

Last synced: 09 Apr 2025

https://github.com/sparkfish/modelc

modelc is an R model object to SQL compiler

compiler generalized-linear-models linear-models r sql transpiler

Last synced: 29 Mar 2025

https://github.com/ricschuster/r_workshop_vienna_2018_02

generalized-linear-mixed-models generalized-linear-models linear-regression mixed-models r workshop-materials

Last synced: 14 Mar 2025

https://github.com/1lmao/realestateanalysis

Statistical analysis of the Los Angeles real estate market in form of assessed values and rental prices

box-cox-transformation gamma-regression generalized-estimating-equations generalized-linear-models hovmoller-plots kappa krigging mixed-effects-gamma-regression nugget range regression-krigging spatial-statistical-analysis variograms

Last synced: 23 Mar 2025

https://github.com/ahmetzamanis/bayesianmodelingexperiments

Experimenting with Bayesian modeling using the PyMC package.

a-b-testing bayesian-inference generalized-linear-models linear-regression mixed-effects-models pymc python

Last synced: 19 Feb 2025

https://github.com/jaewonson37/mining_big_data2

Topic: Exploring the Relationship Between Weather and Taxi Demand in Chicago

aws-athena aws-emr-clusters aws-s3 generalized-linear-models gradient-boosted-trees linear-regression random-forest spark-mllib

Last synced: 07 Apr 2025

https://github.com/afrid1045/mba-job-placement-analysis-using-generalized-linear-model

correlation-analysis generalized-linear-models linear-models linear-regression logistic-regression outlier-detection r r-programming rstudio

Last synced: 06 Apr 2025

https://github.com/fusion809/stats-julia

Script to perform three different likelihood-ratio tests in Julia, and call an R script to perform the one-way ANOVA test, Welch's ANOVA test and analysis of deviance on a gamma generalized linear model.

analysis-of-deviance generalized-linear-models likelihood-ratio-test one-way-anova statistics-in-julia

Last synced: 22 Mar 2025