generalized-linear-models | Topic

Topic: "generalized-linear-models"

statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

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NICTA/revrand

A library of scalable Bayesian generalised linear models with fancy features

Language: Python - Size: 82.9 MB - Last synced at: 19 days ago - Pushed at: almost 8 years ago - Stars: 60 - Forks: 14

merliseclyde/BAS

BAS R package for Bayesian Model Averaging and Variable Selection

Language: R - Size: 149 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 44 - Forks: 16

helske/walker

Bayesian Generalized Linear Models with Time-Varying Coefficients

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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: almost 2 years ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 12

NErler/JointAI

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

Language: R - Size: 348 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 4

theislab/batchglm

Fit generalized linear models in python.

Language: Python - Size: 3.17 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 10

friendly/vcdExtra

Extensions and additions to vcd: Visualizing Categorical Data

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aromanro/MachineLearning

From linear regression towards neural networks...

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tlverse/causalglm

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

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mkearney/tidyreg

🎓 Tidy regression tools for academics

Language: R - Size: 541 KB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 23 - 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: 2 months ago - Pushed at: about 3 years ago - Stars: 22 - Forks: 3

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.

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yufongpeng/AnovaBase.jl

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

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andreaskapou/BPRMeth

Modelling DNA methylation profiles

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jolars/SLOPE

Sorted L1 Penalized Estimation

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DoseResponse/drc

Fitting dose-response models in R

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hturner/gnm

gnm package for generalized nonlinear models in R

Language: R - Size: 11.4 MB - Last synced at: about 2 hours ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 7

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

A GLM based approach to measure CFC

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reese3928/methylGSA

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

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chrismainey/GAMworkshop

GAM workshop for NHS-R Community Conference 2023

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QCBSRworkshops/workshop06

Workshop 6 - Generalized linear models (GLM)

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boennecd/parglm

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

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hturner/gnm-day-course

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

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mbojan/lspline

R package: Linear Splines with Convenient Parameterizations

Language: R - Size: 1.29 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

JacobSeedorff21/BranchGLM

Efficient Variable Selection for GLMs in R

Language: R - Size: 4.71 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 2

m-clark/R-III-Modeling

Using models to understand relationships and make predictions.

Size: 7.79 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

Hua-Zhou/MGLM

MGLM Toolbox for Matlab

Language: Matlab - Size: 2.6 MB - Last synced at: 2 months ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 5

yufongpeng/AnovaGLM.jl

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

Language: Julia - Size: 52.7 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 5 - 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: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

loreloc/bayesian-gp-regression

Comparison of Several Bayesian Regression Techniques and Gaussian Processes

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jolars/sgdnet

Fast Sparse Linear Models for Big Data with SAGA

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

dirkschumacher/rcppglm

GLM implementation in c++ with rcpp and armadillo

Language: C++ - Size: 16.6 KB - Last synced at: 1 day ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 2

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: 7 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 4

hendersontrent/QuasiGLM.jl

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

Language: Julia - Size: 26.4 KB - Last synced at: 10 days ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

chen0040/java-glm

Generalized linear models for regression and classification problems

Language: Java - Size: 225 KB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 4 - Forks: 1

XuegongLab/neoguider

NeoGuider, neoepitope detection using advanced feature engineering

Language: Python - Size: 17.9 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 3 - Forks: 1

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: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 4

PayThePizzo/Predictive-Analysis-Notes 📦

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

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dirkschumacher/tfjs-glm

Generalized linear models in tensorflow.js (WIP)

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tonyduan/glm-lib

Lightweight Python library for GLM regression.

Language: Python - Size: 73.2 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 3 - 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: almost 4 years ago - Stars: 3 - Forks: 2

rpazuki/snn.tutorial

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

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saketkc/pyFLGLM

Language: Jupyter Notebook - Size: 6.74 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

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: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

Nelson-Gon/manymodelr

Build and Tune Several Models

Language: R - Size: 3.23 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 3

emjun/rTisane

Author statistical models from domain knowledge

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

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

paulinamoskwa/GLMs

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

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ericka-howard/generalized_regression_models

A comparison between Poisson regression, quasi-Poisson regression, and negative binomial regression for overdispersed count data.

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reese3928/NBAMSeq

Negative Binomial Additive Model for RNASeq Data

Language: R - Size: 46.9 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

ztizzlegaming/framingham-glm

Analysis of data from the Framingham Heart Study using generalized linear models.

Language: R - Size: 1010 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

StatisKit/GLM

A Collection of Utilities for Modeling Conditional Data Using Generalized Linear Models

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agbarnett/dobson

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

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sfcheung/betaselectr

Do selective standardization in structural equation models and regression models

Language: R - Size: 6.28 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

PiotrTymoszuk/htGLMNET

High Throughput Light Weight Regularized Regression Modeling for Molecular Data

Language: R - Size: 43.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

tetsu2001/102-project

Data 102 Final Project

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1lmao/RealEstateAnalysis

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

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ucla-biostat-200c/2023spring

Course website for UCLA Biostat 200C - 2023 Spring

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Jocelyne-Smith/data-science

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

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ericksonl/SleepData

📊⚙️ 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: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - 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: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

cheahannah/climate-change-and-valley-fever

Group project to explore how different environmental aspects of climate change affects the number of valley fever cases.

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andleb/230Afinal

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

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isiktopcu/QRMH2

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

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MarvinEdorh/Data-Mining

UX Analytics & A/B Testing

Language: Python - Size: 1.94 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

zubiamansoor/Generalized-Linear-Models

Materials from the graduate course on Generalized Linear Models at SFU in Spring 2020

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afogarty85/applied_stats_demos

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sparkfish/modelc

modelc is an R model object to SQL compiler

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severintroesch/bayesian_glm_pymc3

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

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nehapai23/Bayesian-GLM-for-Classification

Generic implementation for Generalized Linear Models including Logistic, Poisson and Ordinal Regression for Classification purposes

Language: Python - Size: 3.21 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

ankesh007/Machine-Learning-Assignments

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ricschuster/R_Workshop_Vienna_2018_02

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xblueberry/GLM-Project

Language: R - Size: 386 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

mariobecerra/GLM_final

Bayesian multilevel modeling of real estate sales in NYC

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ActiveAnalytics/bigReg

Language: R - Size: 38.1 KB - Last synced at: about 1 month ago - Pushed at: almost 9 years ago - Stars: 1 - Forks: 0

dataiku/dss-plugin-generalized-linear-models

Dataiku DSS plugin to train Generalized Linear Models

Language: Python - Size: 38.1 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

yizenglistat/glmcs

Generalized Linear Models with Confidence Sets

Language: R - Size: 4.36 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

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JaewonSon37/Mining_Big_Data2

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

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raysas/GLM-from-scratch

a generalized linear models python library implementation from scratch

Language: R - Size: 605 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mclevey/SOCI3040

Materials for my course SOCI 3040, Quantitative Research Methods

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GusmaoJB/GusmaoJB

Ecology and Data Science

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AhmetZamanis/BayesianModelingExperiments

Experimenting with Bayesian modeling using the PyMC package.

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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: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

wassimmazouz/benchmark_glm

Benchopt benchmark for GLMs

Language: Python - Size: 526 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

runifrexp/STATISTICAL.MODELS.1

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

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liao961120/ordlogit

Interactive visualization of ordered logistic regression

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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: about 1 year ago - Pushed at: about 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: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

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.

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Maximvan/BiostatisticsCryopreservationBacteria

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

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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.

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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: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0