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GitHub topics: generalized-linear-models

ottenbreit-data-science/aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

Language: C++ - Size: 7.85 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 21 - Forks: 5

anonymous2012review/glmsusie

Variable selection with uncertainty quantification for general regression models with highly correlated predictors using the our generalized sum of single effects (gSuSiE) framework.

Language: R - Size: 2.08 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

sfcheung/betaselectr

Do selective standardization in structural equation models and regression models

Language: R - Size: 6.45 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

yizenglistat/glmsusie

Generalized Linear Models with Confidence Sets

Language: R - Size: 5.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

jolars/SLOPE

Sorted L1 Penalized Estimation

Language: C++ - Size: 30.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 19 - Forks: 11

chanlee0716/stat353_hw1

Northwestern University Stat 353 (Advanced Regression) Homework Assignments

Language: HTML - Size: 15.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

Hua-Zhou/MGLM

MGLM Toolbox for Matlab

Language: Matlab - Size: 2.6 MB - Last synced at: 5 days ago - Pushed at: over 8 years ago - Stars: 8 - Forks: 5

jackieeee3/STAT-400

Statistical Modeling II

Size: 2.6 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

adammotzel/pyglms

A Python package for Generalized Linear Models

Language: Python - Size: 336 KB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

Language: Python - Size: 57.1 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 11,012 - Forks: 3,290

dataiku/dss-plugin-generalized-linear-models

Dataiku DSS plugin to train Generalized Linear Models

Language: Vue - Size: 65.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

helske/walker

Bayesian Generalized Linear Models with Time-Varying Coefficients

Language: HTML - Size: 7.75 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 11

davidrusi/modelSelection-book

A hands-on guide to model selection, emphasizing high-dimensional problems, Bayesian model selection and averaging, and L0 criteria

Language: TeX - Size: 16.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

OpenData4Sciece/glm-learning-project

This is a learning project to understand Generalised Linear Models (GLM) such as logistic regression using Python.

Language: Python - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

NErler/JointAI

Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values

Language: R - Size: 350 MB - Last synced at: 10 days ago - Pushed at: 2 months ago - Stars: 28 - Forks: 4

skillcirclepyl/binomial-poisson-modeling

πŸ“Š Analyze categorical data and model discrete probabilities with R, focusing on Binomial and Poisson distributions for real-world insights.

Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Nelson-Gon/manymodelr

Build and Tune Several Models

Language: R - Size: 3.26 MB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 3

chrismainey/GAMworkshop

GAM workshop for NHS-R Community Conference 2023

Language: HTML - Size: 4.73 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 3

hturner/gnm

gnm package for generalized nonlinear models in R

Language: R - Size: 11.4 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 7

shahedsufian/SS-Impact-of-ACA-on-Adults-with-Depression

Language: Python - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

friendly/vcdExtra

Extensions and additions to vcd: Visualizing Categorical Data

Language: HTML - Size: 42.1 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 24 - Forks: 7

tlverse/causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

Language: R - Size: 7.27 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 0

al8xi8/PBHS32410_UChicago2024

Coursework and Stata code for PBHS 32410: Regression Analysis for Health and Social Research (Winter 2024, University of Chicago). Topics include linear regression, multiple regression, interaction effects, model diagnostics, Poisson and logistic regression, and the application of generalized linear models in public health data.

Language: Stata - Size: 89.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

theislab/batchglm

Fit generalized linear models in python.

Language: Python - Size: 3.17 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 10

reese3928/methylGSA

A Bioconductor package and shiny app for DNA methylation data length bias adjustment in gene set testing

Language: R - Size: 7.06 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 2

XuegongLab/neoguider

NeoGuider, neoepitope detection using advanced feature engineering

Language: Python - Size: 17.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 1

merliseclyde/BAS

BAS R package for Bayesian Model Averaging and Variable Selection

Language: R - Size: 149 MB - Last synced at: 10 days ago - Pushed at: 17 days ago - Stars: 47 - Forks: 18

JacobSeedorff21/BranchGLM

Efficient Variable Selection for GLMs in R

Language: R - Size: 4.71 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 2

BRAINML-GT/onehot-hmmglm Fork of JerrySoybean/onehot-hmmglm

One-hot HMM-GLM. GLM with a one-hot prior on top of a hidden Markov model.

Language: Jupyter Notebook - Size: 4.85 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

JerrySoybean/onehot-hmmglm

One-hot HMM-GLM. GLM with a one-hot prior on top of a hidden Markov model.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

JaewonSon37/Mining_Big_Data2

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

Language: Jupyter Notebook - Size: 181 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

mbojan/lspline

R package: Linear Splines with Convenient Parameterizations

Language: R - Size: 1.29 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

yufongpeng/AnovaBase.jl

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

Language: Julia - Size: 1.32 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 2

raysas/GLM-from-scratch

a generalized linear models python library implementation from scratch

Language: R - Size: 605 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

mclevey/SOCI3040

Materials for my course SOCI 3040, Quantitative Research Methods

Language: TeX - Size: 184 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

GusmaoJB/GusmaoJB

Ecology and Data Science

Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

PiotrTymoszuk/htGLMNET

High Throughput Light Weight Regularized Regression Modeling for Molecular Data

Language: R - Size: 43.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

aromanro/MachineLearning

From linear regression towards neural networks...

Language: C++ - Size: 250 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 0

emjun/tisane

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

Language: Python - Size: 35.7 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 3

NICTA/revrand

A library of scalable Bayesian generalised linear models with fancy features

Language: Python - Size: 82.9 MB - Last synced at: about 1 month ago - Pushed at: about 8 years ago - Stars: 60 - Forks: 14

emjun/rTisane

Author statistical models from domain knowledge

Language: R - Size: 60.1 MB - Last synced at: 7 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1

AhmetZamanis/BayesianModelingExperiments

Experimenting with Bayesian modeling using the PyMC package.

Language: Jupyter Notebook - Size: 26.8 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

yufongpeng/AnovaGLM.jl

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

Language: Julia - Size: 52.7 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

tetsu2001/102-project

Data 102 Final Project

Language: Jupyter Notebook - Size: 9.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

AstefanidisUOI/Pparnassica-Oparnassica-SDM-GLM

The script provides a guideline to prepare data for the estimation of distribution range, create and download NDVI data, generate environmental variables from Digital Elevation Models, NDVI datasets and Climate-EU model, calculate landscape metrics for a species’ habitat using binary habitat maps, conduct LASSO and Elastic Net and run GLMs.

Language: R - Size: 52.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sytseng/GLM_Tensorflow_2

Code and tutorials for fitting generalized linear models (GLM) in Tensorflow 2

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 4

wassimmazouz/benchmark_glm

Benchopt benchmark for GLMs

Language: Python - Size: 526 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

1lmao/RealEstateAnalysis

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

Size: 22.5 KB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

boennecd/parglm

R package that provides a parallel estimation method for generalized linear models

Language: C++ - Size: 821 KB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 2

runifrexp/STATISTICAL.MODELS.1

This repository contains the R code done in the laboratories during the first course of statistical models.

Language: R - Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GabrielJobert/Executive_report---Analysis_Of_Factor_Influencing_Trip_Duration_And_Revenue_From_Bixi_Data

This repository contains the code and reports for the statistical analysis of BIXI Montreal's bike-sharing system data. The analysis focuses on understanding the factors that influence trip duration, revenue, and overall usage based on the 2021 season's data.

Size: 12.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ucla-biostat-200c/2023spring

Course website for UCLA Biostat 200C - 2023 Spring

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hturner/gnm-day-course

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

Language: HTML - Size: 864 KB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 6

sjkinghorn/hurricanes

This project looks at hurricane data to determine if the femininity level of hurricane name is associated with more deaths.

Language: R - Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

liao961120/ordlogit

Interactive visualization of ordered logistic regression

Language: HTML - Size: 78.1 KB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jackieheit/ant-bird-sye

This repository documents my senior year independent project related to exploring the impact of behavioral interactions on the foraging success/attempts of five, peruvian army-ant following birds.

Language: R - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

skdunnigan/spat

his repository contains the data and source code used to produce the results presented in the paper linked below.

Language: R - Size: 52.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Eden-Kramer-Lab/GLM-CFC Fork of jessicanada/GLM-CFC

A GLM based approach to measure CFC

Language: MATLAB - Size: 426 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 7

QCBSRworkshops/workshop06

Workshop 6 - Generalized linear models (GLM)

Language: R - Size: 118 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 9

jolars/sgdnet

Fast Sparse Linear Models for Big Data with SAGA

Language: R - Size: 2.54 MB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 2

andleb/230Afinal

UC Berkeley STAT230A Spring 2022 final project - Replication of Michalopoulos: The Origins of Ethnolinguistic Diversity

Language: Jupyter Notebook - Size: 47.7 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

PayThePizzo/Predictive-Analysis-Notes πŸ“¦

Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice

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m-clark/R-III-Modeling

Using models to understand relationships and make predictions.

Size: 7.79 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

severintroesch/bayesian_glm_pymc3

bayesian modelling on google colab - mindfulness data (bayesian general linear model)

Language: Jupyter Notebook - Size: 896 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

Jocelyne-Smith/data-science

Some R and Python code I've been working on.

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

StepanTita/cam-bert

We propose a novel method of fine-tuning the model for a particular downstream task, which proves to be more efficient and generalizable. We show that in an example of a fake news detection task, utilizing three distinct datasets and outperforming the baseline model in both the same dataset and cross-dataset zero-shot test.

Language: Jupyter Notebook - Size: 119 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DataSlingers/ExclusiveLasso

Generalized Linear Models with the Exclusive Lasso Penalty

Language: R - Size: 626 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2

Maximvan/BiostatisticsCryopreservationBacteria

Investigating the impact of cryopreservation on the survival of bacteria as part of the Biostatistics course at Ghent University

Language: HTML - Size: 1.19 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

WilliamHope2020/GDP-Time-Series-in-R

This assignment relates to my 6th assignment in Econ 323 - Econometrics Analysis 2. It deals with GDP time series data.

Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rpazuki/snn.tutorial

Demo: Spiking Neural Network (SNN) using Generalised Linear Model (GLM)

Language: Jupyter Notebook - Size: 4.76 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

loreloc/bayesian-gp-regression

Comparison of Several Bayesian Regression Techniques and Gaussian Processes

Language: Jupyter Notebook - Size: 100 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

Afrid1045/MBA-Job-Placement-Analysis-Using-Generalized-Linear-Model

Language: R - Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

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).

Language: R - Size: 1.58 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 4

DoseResponse/drc

Fitting dose-response models in R

Language: R - Size: 1.21 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 14

aurelienboye/LM_LMM_GLM_GLMM

Language: HTML - Size: 6.95 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

AntonioLunardi/statistical_modeling_collection

A pair of scripts that contain profound statistical analyses. The first one approaches a linear model, while the second one a generalized linear model

Language: R - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kk289/Predicting-Credit-Defaults

Machine Learning: Group Project

Language: R - Size: 980 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

minggli/gradient-descent

simple implementation of standard Gradient Descent algorithm, along with Sigmoid and GLM cost functions

Language: Python - Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

hyungrok-do/fair-glm-cvx

Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."

Language: Python - Size: 1.49 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

alpankratov/NBA_career_length_prediction_with_regularized_GLM

This project aims to use the regularised regression models such as lasso regression, ridge regression, and elastic nets to identify the variables that predict whether a basketball player will play more than five seasons in the NBA. See details in Project memo.pdf

Language: R - Size: 618 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

alpankratov/number_of_medals_predictions_with_GLMM

The aim of the GLMM Project is to build general linear (mixed) models that predicts the total number of medals won by countries. GLMs and GLMMs are examined in the Part 1 and Part 2 respectively. Refer to memos in pdf files for details.

Language: R - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

InfiniteCuriosity/Pandas-for-Everyone

Working through the book and exercises Pandas for Everyone by Daniel Chen

Language: Python - Size: 39.1 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

agbarnett/dobson

A data-only R package of datasets for the examples from Dobson and Barnett "An Introduction to Generalized Linear Models" (4th ed)

Size: 55.7 KB - Last synced at: 7 days ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 4

mkearney/tidyreg

πŸŽ“ Tidy regression tools for academics

Language: R - Size: 541 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 0

ankesh007/Machine-Learning-Assignments

Language: Jupyter Notebook - Size: 114 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 4

ftmoztl/probabilistic-programming-for-marketing-with-PyMC3

GLM and Multilevel Models application to predict the success of bank telemarketing

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

uman95/Master-Thesis

A final project carried out at the African Institute for Mathematical Sciences, AIMS.

Language: R - Size: 1.79 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

yaglm/yaglm

A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-convex penalties.

Language: Python - Size: 1.73 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 12

ericksonl/SleepData

πŸ“Šβš™οΈ Using 7 years of my sleep data, this project predicts Sleep Quality using a linear regression model based on predictors such as time in bed, time asleep, temperature, alarm, and steps.

Language: R - Size: 646 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JRigh/Generalized-Linear-Models-and-Nonparametric-Regression

Generalized Linear Models and Nonparametric Regression (Coursera)

Language: Jupyter Notebook - Size: 142 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

chunlinli/glmtlp

Constrained likelihood estimation and inference with truncated lasso penalty for linear, generalized linear, and Gaussian graphical models.

Language: R - Size: 4.74 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

KyriakosPsa/Generalized-Linear-Models-numpy-only

This repository contains a generalized regression analysis problem solved from scratch, using only the Numpy library.

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pippipalma/MAMBA

MAMBA – Multi-pAradigM voxel-Based Analysis: a computational cookbot

Language: MATLAB - Size: 14.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

andreaskapou/BPRMeth

Modelling DNA methylation profiles

Language: R - Size: 6 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 2

isiktopcu/QRMH2

Homework 2 for the INTL 601 Quantitative Research Methods Course, Prof. David Carlson, KoΓ§ University.

Language: R - Size: 420 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

xsswang/remiod

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

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tonyduan/glm-lib

Lightweight Python library for GLM regression.

Language: Python - Size: 73.2 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

paulinamoskwa/GLMs

Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) πŸ“ˆ

Language: HTML - Size: 3.48 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

nhejazi/talk_scrna_diffexp πŸ“¦

:speech_balloon: Talk comparing two recent methods for differential expression analysis with single-cell RNA-seq data

Language: TeX - Size: 15 MB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

saketkc/pyFLGLM

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Related Keywords
generalized-linear-models 136 r 35 statistics 25 linear-regression 23 glm 19 linear-models 16 logistic-regression 16 machine-learning 15 regression 13 python 13 poisson-regression 11 data-science 9 anova 8 statistical-models 8 r-package 7 data-analysis 7 bayesian-inference 6 bayesian 5 variable-selection 5 machine-learning-algorithms 5 regression-models 5 scikit-learn 4 lasso-regression 4 generalized-additive-models 4 rstudio 4 model-selection 4 random-forest 4 statistical-inference 4 mcmc 4 data-visualization 4 statistical-analysis 4 matlab 3 econometrics 3 statistical-modeling 3 statsmodels 3 negative-binomial-regression 3 clustering 3 mixed-models 3 r-programming 3 multilevel-models 3 likelihood-ratio-test 3 exploratory-data-analysis 3 rstats 3 bayesian-statistics 3 shiny 3 tensorflow 3 model-diagnostics 3 generalized-linear-mixed-models 3 time-series 3 nonlinear-regression 3 data-mining 2 regression-analysis 2 missing-values 2 missing-data 2 sas 2 applied-statistics 2 linear-mixed-models 2 jags 2 forecasting 2 big-data 2 inference 2 f-test 2 splines 2 hidden-markov-models 2 functional-connectivity-inference 2 predictive-modeling 2 ridge-regression 2 gradient-descent 2 decision-trees 2 differential-expression 2 neural-network 2 robust-statistics 2 ordinal-regression 2 pandas 2 gaussian-processes 2 numpy 2 mixed-effects-models 2 causal-inference 2 neuroscience 2 models 2 cran 2 correlation 2 multiple-linear-regression 2 biostatistics 2 sql 2 regularization 2 statistical-learning 2 lasso 2 ols-regression 2 sparse-regression 2 structural-equation-modeling 2 multicollinearity 2 cox-regression 2 interpretable-machine-learning 2 model-checking 2 workshop 2 monte-carlo-simulation 2 pymc3 2 classification 2 hypothesis-testing 2