multinomial-regression

Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R

preferences r rstats mxl wtp multinomial-regression log-likelihood logit logit-model mixed-logit mxl-models willingness-to-pay rstats-package mlogit preference-space

UpdatedNov 16, 2025
R

ikosmidis /brglm2

Star32

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

r statistics algorithms regression estimation rstats logistic-regression glm odds-ratio negative-binomial-regression ordinal-regression multinomial-regression regression-algorithms bias-reduction relative-risk high-dimensional-inference nominal-responses ordinal-responses adjusted-score-equations bias-reducing-adjustments

UpdatedNov 22, 2025
R

tomwenseleers /LineageExplorer

Star25

Estimate growth rate advantage of SARS-CoV2 variants of concern based on international genomic surveillance data and multinomial spline fits

multinomial-regression genomic-surveillance sars-cov2

UpdatedApr 24, 2023
R

PLBMR /mentalHealthDataAnalysis

Star23

Data Analysis on Mental Health.

data-science data statistics cross-validation health statistical-analysis logistic-regression decision-trees mental-health latent-variable-models latent-variables multinomial-regression

UpdatedNov 4, 2017
Jupyter Notebook

arnejad /multiclass-classification

Star7

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

machine-learning machine-learning-algorithms naive-bayes-classifier softmax-regression from-scratch multiclass-classification multinomial-regression gaussian-classifier bayesian-logistic-regression weighted-logistic-regression

UpdatedApr 8, 2020
MATLAB

swapkh91 /Question-Classification

Star6

Classify questions as - what, when, who, affirmation, unknown

nlp classification question-answering logistic-regression multinomial-regression question-classifier

UpdatedFeb 25, 2018
Jupyter Notebook

kennethleungty /StatsAssume

Star6

Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)

python data-science machine-learning statistics linear-regression ml regression stats data-analytics logistic-regression assumptions regression-models statsmodels multinomial-regression multilinear-regression binary-logistic-regression assumption-check multinomial-logistic-regression statsassume assumption-checks

UpdatedJul 26, 2022
Python

stephenberg /bcd

Star6

Block coordinate descent for group lasso

c-plus-plus rcpp eigen logistic-regression r-package group-lasso coordinate-descent multinomial-regression overlapping-group-lasso sparse-group-lasso overlapping-groups

UpdatedSep 8, 2021
C++

pawelp0499 /football-prediction-model

Star5

Multinomial logistic regression model for predicting the outcomes of football matches

r football machine-learning-models multinomial-regression football-prediction

UpdatedApr 9, 2022
R

stephenberg /automultinomial

Star5

inference logistic-regression spatial-analysis spatial-data r-package spatial-data-analysis spatial-statistics multinomial multinomial-regression autologistic automultinomial

UpdatedOct 23, 2019
R

sbhattacharyay /DeeperIMPACT

Star3

Deeper IMPACT: Ordinal Models for Outcome Prediction After Traumatic Brain Injury

deep-learning ordinal-regression multinomial-regression traumatic-brain-injury outcome-prediction center-tbi glasgow-outcome-scale

UpdatedMay 13, 2021
HTML

rajsrujan77 /ML_Experiments

Star2

naive-bayes-classifier rnn-model multinomial-regression knn-classification cnn-text-classification

UpdatedApr 13, 2018
Jupyter Notebook

m-clark /categorical-regression-models

Star1

Raw files for a document that provides an overview of models for the case of a categorical dependent variable.

logistic-regression categorical-regression-models ordinal-regression multinomial-regression

UpdatedNov 24, 2017
R

dheeraj-2000 /COVID19-Analysis-on-Vegetable_prices

Star1

Analysis and forecasting of weekly prices of vegetables in India during 1st, 2nd and 3rd lockdown due to COVID’19

visualization data-science data-analytics forecasting predictive-analytics price-comparison vegetables multinomial-regression price-prediction covid19-data

UpdatedSep 23, 2020
R

perezrd5 /Data-Science

Star1

Entry-level looks at Exploratory Data Analysis (in R & Python) and Regression Models (in R)

python data-science r analysis regression eda multinomial-regression poisson-regression

UpdatedJul 7, 2019
HTML

gandalf1819 /SF-Opioid-Crisis

Star1

San Francisco (SF) has a long history of pushing the envelope on progressive public health solutions, including medical cannabis and needle exchange, before either was legal or broadly embraced. It is so out of proportion, that California passed a bill allowing SF to open Safe Injection Sites (SIS).

random-forest machine-learning-algorithms jupyter-notebook python3 xgboost logistic-regression multinomial-regression knn-classifier francisco google-colaboratory opioid-crisis sf-opioid-crisis