negative-binomial-regression

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

Updated Apr 26, 2018
R

reese3928 / NBAMSeq

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Negative Binomial Additive Model for RNASeq Data

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

Updated Oct 28, 2020
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jcrichard / firls

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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

Updated Dec 8, 2019
Python

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

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MSDS 410 Data Modeling for Supervised Learning (R)

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

Updated Nov 16, 2020
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cheynecampbell / charlotte-pedestrian-safety

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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

Updated Aug 23, 2020
R

erickabsmith / generalized_regression_models

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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

Updated Mar 4, 2021
HTML

vpnsctl / mixpoissonreg

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Mixed Poisson Regression for Overdispersed Count Data

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

Updated Mar 12, 2021
R

jmouchawar / overdispersion_count_data

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Investigating Overdispersion's Effect on Modeling

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

Updated Oct 19, 2017
HTML

gpeddev / PredictOlympicMedalCounts

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Assignment for Advanced Predictive Modeling for MSc Data Analytics

data-analytics predictive-modeling negative-binomial-regression binomial-distribution poisson-regression

Updated Jun 28, 2021
R

mschubert / boundie

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R package for differential expression on count data with parameter bounds

optimization constrained-optimization r-package negative-binomial-regression bfgs

Updated Jun 26, 2018
R

ngbolin / DengAI

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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

Updated Aug 28, 2017
Jupyter Notebook

anselmeamekoe / M1_SSD_Transcriptome

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glm negative-binomial-regression poisson-regression zero-inflated

Updated Oct 12, 2020

tmcdonald92 / Bike-Sharing-Prediction

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Using the Poisson Regression Model and NB Regression Model to predict number of rental bikes.

python numpy plotly pandas bike-sharing negative-binomial-regression poisson-regression

Updated Nov 3, 2020
Jupyter Notebook

raider2908 / DrivenData

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Data analysis and model codes for DrivenData Projects.

xgboost negative-binomial-regression drivendata dengai

Updated Sep 12, 2017
Jupyter Notebook

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