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negative-binomial-regression

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zhangyuqing /ComBat-seq

Batch effect adjustment based on negative binomial regression for RNA sequencing count data

rna-seq negative-binomial-regression batch-effects

UpdatedSep 24, 2020
R

mkearney /tidyversity

🎓 Tidy tools for academics

science r statistics research analysis tidyverse academic regression rstats logistic-regression tidy linear-models negative-binomial-regression latent-variables structural-equation-modeling general-linear-model poisson-regression mkearney-r-package robust-regression tidyversity

UpdatedAug 2, 2018
R

const-ae /glmGamPoi

Fit Gamma-Poisson Generalized Linear Models Reliably

regression glm r-package negative-binomial-regression on-disk gamma-poisson

UpdatedMar 17, 2025
R

IARCbioinfo /needlestack

Multi-sample somatic variant caller

docker bam-files pipeline nextflow ngs regression variants somatic-mutations samtools negative-binomial-regression

UpdatedJan 27, 2022
R

berenslab /umi-normalization

Companion repository to Lause, Berens & Kobak (2021): "Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data", Genome Biology

dimensionality-reduction t-sne negative-binomial-regression normalization single-cell-rna-seq umi-count single-cell-analysis scrna umi-count-matrix negative-binomial-model negative-binomial gene-selection glm-pca

UpdatedMay 6, 2022
Jupyter Notebook

ikosmidis /brglm2

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

fcorowe /countdata_modelling

Quick Guide for Modelling Count Data in A Multilevel Framework

negative-binomial-regression r-stats lme4 poisson-regression glmmtmb

UpdatedMar 6, 2022
HTML

anhdanggit /insurance-econometrics

Estimate the frequency and severity of claims to compute prior and posterior premiums. The GLM method is used with Poisson, Negative Binomial, Gamma, and Log-Norm Distribution.

insurance poisson negative-binomial-regression gamma-distribution log-normal

UpdatedApr 26, 2018
R

ngbolin /DengAI

Predicting weekly dengue cases for Iquitos and San Juan using Machine Learning algorithms

dengue-fever negative-binomial-regression arima-model dengue-cases poisson-regression-model

UpdatedAug 28, 2017
Jupyter Notebook

AlexandreBSimas /mixpoissonreg

Mixed Poisson Regression for Overdispersed Count Data

diagnostics negative-binomial-regression count-data local-influence poisson-inverse-gaussian-regression influence-analysis

UpdatedMar 12, 2021
R

jcrichard /firls

Norm Constrained Generalised Linear Model using numpy, numba and scipy.

regression lasso sparse logistic-regression glmnet glm numba ccd generalised-linear-models negative-binomial-regression ridge poisson-regression

UpdatedJul 6, 2023
Python

vincentpun123 /MSDS410-Data-Modeling-for-Supervised-Learning

MSDS 410 Data Modeling for Supervised Learning (R)

linear-regression eda logistic-regression poisson-distribution negative-binomial-regression hurdle wine-dataset ames-housing-dataset

UpdatedNov 16, 2020
HTML

reese3928 /NBAMSeq

Negative Binomial Additive Model for RNASeq Data

gene-expression splines differential-expression generalized-linear-models negative-binomial-regression generalized-additive-models

UpdatedOct 28, 2020
R

generalized_regression_models

ericka-howard /generalized_regression_models

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

generalized-linear-models negative-binomial-regression poisson-regression quasi-poisson-regression

UpdatedMar 4, 2021
HTML

jmouchawar /overdispersion_count_data

Investigating Overdispersion's Effect on Modeling

simulation monte-carlo-simulation negative-binomial-regression overdispersion poisson-regression-model

UpdatedOct 19, 2017
HTML

ncl-icb-analytics /ae_deprivation_explore

Simple model of proposed measures for age/sex adjusted differences in A&E attendance by population

regression nhs negative-binomial-regression risk-adjustment

UpdatedOct 31, 2023
R

jackieheit /ant-bird-sye

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

generalized-linear-models negative-binomial-regression ornithology

UpdatedMay 7, 2024
R

cheynecampbell /charlotte-pedestrian-safety

Can features of the built environment be used to predict the locations of pedestrian crashes at the street level in Uptown Charlotte, North Carolina?

random-forest dissertation spatial-data-analysis pedestrian negative-binomial-regression charlotte north-carolina walkability traffic-safety

UpdatedAug 23, 2020
R

KofiBartonByfield /Dissertation

My M.Sc. Dissertation investigation stop and search patters using negative binomial regressions

python rstudio negative-binomial-regression

UpdatedAug 14, 2025
Jupyter Notebook

Ansuman21 /Anticipating_Student_Success-Predictive_Analytics_for_Reducing_Dropout_Rates

Data Science Project (Regression for Numeric Data)

linear-regression predictive-analytics negative-binomial-regression poisson-regression decisiontreeregressor

UpdatedJan 5, 2025
Jupyter Notebook

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