poisson-regression

There are 1 repository under poisson-regression topic.

abess
abess-team / abess
Fast Best-Subset Selection Library
best-subset-selection classification-algorithm cox-regression feature-selection high-dimensional-data linear-regression logistic-regression machine-learning multitask-learning ordinal-regression poisson-regression polynomial-algorithm principal-component-analysis python r robust-principal-component-analysis scikit-learn sparse-principal-component-analysis sure-independence-screening
Language:C++ 427
mkearney / tidyversity
🎓 Tidy tools for academics
academic analysis general-linear-model latent-variables linear-models logistic-regression mkearney-r-package negative-binomial-regression poisson-regression r regression research robust-regression rstats science statistics structural-equation-modeling tidy tidyverse tidyversity
Language:R 170
sergiocorreia / ppmlhdfe
Poisson pseudo-likelihood regression with multiple levels of fixed effects
stata poisson-regression fixed-effects separation high-dimensional-data
Language:HTML 60
Torvaney / mezzala
Models for estimating football (soccer) team-strength
dixon-coles poisson-regression soccer soccer-analytics team-strength
Language:Python 34
doccstat / fastcpd
FAST Change Point Detection in R
change-point-detection r statistics time-series custom-function gradient-descent lasso linear-regression logistic-regression offline pelt penalized-regression poisson-regression quasi-newton r-package warm-start cpp
Language:R 19
umitkaanusta / MacTahminBotu
A bot that provides soccer predictions using Poisson regression
bot soccer-predictions telegram telegram-bot machine-learning poisson poisson-regression betting soccer football football-data soccer-data sport sports sports-analytics sports-betting gambling bots
Language:Python 19
Mamba413 / bess
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
variable-selection feature-selection regression-models classification-model survival-analysis poisson-regression sparse-linear-systems
Language:C++ 17
fcorowe / countdata_modelling
Quick Guide for Modelling Count Data in A Multilevel Framework
poisson-regression negative-binomial-regression lme4 glmmtmb r-stats
Language:HTML 16
andreamazzella / r4asme
R material for LSHTM's Advanced Statistical Methods in Epidemiology (ASME) practical sessions
r logistic-regression poisson-regression cox-regression cohort-studies lshtm epidemiology statistical-methods
13
itsayushthada / Bayesian-Statistics
Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]
gibbs-sampling bayesian-statistics jags poisson-regression logistic-regression anova regression hierarchical-models mixture-model
Language:Jupyter Notebook 8
pleonova / stat-tests
A 30+ node flowchart for selecting the right statistical test for evaluating experimental data.
frequentist-statistics ab-testing regression linear-regression cox-regression poisson-regression mixed-model chi-square-test anova-test non-parametric
8
alan-toledo / Machine-Learning-Algorithms
Machine Learning From Scratch
machine-learning-algorithms neural-networks expectation-maximization-algorithm svm-classifier gaussian-discriminant-analysis k-means naive-bayes-classifier poisson-regression polynomial-regression logistic-regression reinforcement-learning
Language:Python 7
BatuhanSeremet / Life_Expectancy-Regression
Trying different regression models on Life Expectancy dataset.
life-expectancy-prediction life-expectancy machine-learning machine-learning-algorithms python jupyter-notebook regression regression-models linear-regression poisson-regression
Language:Jupyter Notebook 5
nilsdenter / text_based_link_prediction
This project contains the data and code used in the paper: Denter, Nils M.; Aaldering, Lukas Jan; Caferoglu, Huseyin (2022): Forecasting future bigrams and promising patents: Introducing text-based link prediction. In Foresight ahead-of-print (ahead-of-print). DOI: doi.org/10.1108/fs-03-2021-0078.
link-prediction machine-learning patents uspto text scikit-learn networkx linkprediction stochastic-gradient-descent decision-tree random-forest logistic-regression naive-bayes-classifier k-nearest-neighbors ensemble-learning roc-auc economics poisson-regression
Language:Python 4
VincentStimper / Soccer-Prediction-Model
These are the R scripts used to calculate the model coefficients for the Android application.
soccer-prediction poisson-regression
Language:R 4
ximenasandoval / poisson_regression
A small Poisson regression implementation
machine-learning ml poisson-regression
Language:Jupyter Notebook 4
generalized_regression_models
ericka-howard / generalized_regression_models
A comparison between Poisson regression, quasi-Poisson regression, and negative binomial regression for overdispersed count data.
quasi-poisson-regression poisson-regression negative-binomial-regression generalized-linear-models
Language:HTML 2
jcrichard / firls
Norm Constrained Generalised Linear Model using numpy, numba and scipy.
glm glmnet lasso ccd ridge sparse regression generalised-linear-models numba poisson-regression logistic-regression negative-binomial-regression
Language:Python 2
ligerfotis / CSE6363_Machine_Learning
Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21
gaussian-naive-bayes-classification knn-classification poisson-regression perceptron-learning-algorithm neural-network-from-scratch support-vector-machines clustering dendrogram logistic-regression-algorithm linear-regression-scratch logistic-regression-scratch ensemble-learning boosting-ensemble bagging-ensemble decision-trees
Language:Python 2
paulinamoskwa / GLMs
Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) 📈
eda exploratory-data-analysis feature-selection generalized-linear-models glm linear-regression logistic-regression poisson-regression prediction predictive-modeling python regression regression-algorithms regression-models regressions scikit-learn sklearn statsmodels
Language:HTML 2
StatisticsHealthEconomics / speed-limits
The project aims at using quasi-experimental designs to estimate the impact of policy reducing speed limits in major cities, on the number of road accidents. It is based on Bayesian hierarchical modelling and Poisson regression
bayesian-inference hierarchical-models poisson-regression road-accidents speed-limit
2
Ahmad-Magdy-Osman / AppliedStatistics
:hash: R, Linear Regression, Inferences, Correlation Analysis, Diagnosis, Remedial Measures,, Multiple Linear Regression, Quantitative and Qualitative Predictors, Logistic Regression and Poisson Regression, FIFA 18 Players Wages Prediction, HR Attrition at IBM Prediction. :1234:
correlation fifa-18-player-dataset ibm-hr-dataset inferences linear-regression linear-regression-classification linear-regression-models logistic-regression multiple-linear-regression poisson-regression qualitative-predictors quantitative-predictors r regression-mod remedial remedial-measures simultaneous-inferences
1
amoustakis / Statistical-Modeling-data-analysis
A series of Statistical Modelling assignments with the use of R. Applications of Linear, Polynomial, Logistic and Poisson Regression in various datasets
lasso-regression-model linear-regression logistic-regression poisson-regression polynomial-regression r r-studio ridge-regression-model statistical-analysis statistical-modeling
Language:R 1
ellietoulabi / DataMiningCourseHomeworks
Solutions to data mining course homeworks.
datamining normalization outliers binning visualization decision-trees random-forest evaluation naive-bayes neural-network clustering hierarchical-clustering linear-regression pca assiciation-rule-learning logistic-regression poisson-regression sequence-mining
Language:Jupyter Notebook 1
JRigh / Poisson-Regression-in-R
Poisson regression in R - course notes
glm poisson-regression r regression-models
Language:TeX 1
Jullemand / Stanford-Machine-Learning
Course XCS229i in Machine Learning from Stanford University
ann feature-map gda gmm k-means-clustering logistic-regression python kernel naive-bayes poisson-regression
Language:Python 1
lizmosquera / CompetenciaMetodos
feature-selection poisson-regression logistic-regression linear-regression high-dimensional-data
Language:Jupyter Notebook 1
nehapai23 / Bayesian-GLM-for-Classification
Generic implementation for Generalized Linear Models including Logistic, Poisson and Ordinal Regression for Classification purposes
python logistic-regression poisson-regression ordinal-regression generalized-linear-models
Language:Python 1
perezrd5 / Data-Science
Entry-level looks at Exploratory Data Analysis (in R & Python) and Regression Models (in R)
r python data-science analysis eda regression poisson-regression multinomial-regression
Language:HTML 1
rkraig / cabi-predict
Predict near-term Capital Bikeshare availability using a random forest and Poisson regression. Display current status and predictions with leaflet.js map visualization.
random-forest capital-bikeshare customer-demand poisson-regression sklearn bikeshare-data leafletjs leaflet-map flask
Language:Jupyter Notebook 1
tmcdonald92 / Bike-Sharing-Prediction
Using the Poisson Regression Model and NB Regression Model to predict number of rental bikes.
python pandas numpy bike-sharing plotly poisson-regression negative-binomial-regression
Language:Jupyter Notebook 1
xblueberry / GLM-Project
generalized-linear-models poisson-regression bayesian-statistics
Language:R 1
JRigh / Supervised-ML-Regression-in-R-and-Python-
Supervised Machine Learning algorithms for Regression in R and Python
gamma-regression glm linear-regression log-linear-model machine-learning negative-binomial-regression poisson-regression python r rmse
Language:R
RileyJamesPatterson / watchurdelaydash
Visualize the predicted weather related delays of US domestic flights. See the linked video for a 3 minute whirlwind tour of the app:
airline-booking dash dashboard machine-learning poisson-regression python
Language:Python
StatisticsHealthEconomics / london-bikes
Estimate the relationship between the number of bikes shared around the London network on a given day, depending on weather and other characteristics to predict the capacity needed to satisfy demand at any given point. Requires R and familiarity with non-linear regression models
bayesian-inference glm poisson-regression
VasudevanS1906 / Regression_with_Abalone
This project aims to develop a Poisson regression model to predict the number of rings in a dataset. Poisson regression is a type of generalized linear model used for modeling count data, where the target variable represents the number of occurrences of an event within a given time or space. In this case, the target variable is the count of rings.
google-colab poisson-regression python pandas scikit-learn
Language:Jupyter Notebook

poisson-regression

abess-team / abess

mkearney / tidyversity

sergiocorreia / ppmlhdfe

Torvaney / mezzala

doccstat / fastcpd

umitkaanusta / MacTahminBotu

Mamba413 / bess

fcorowe / countdata_modelling

andreamazzella / r4asme

itsayushthada / Bayesian-Statistics

pleonova / stat-tests

alan-toledo / Machine-Learning-Algorithms

BatuhanSeremet / Life_Expectancy-Regression

nilsdenter / text_based_link_prediction

VincentStimper / Soccer-Prediction-Model

ximenasandoval / poisson_regression

ericka-howard / generalized_regression_models

jcrichard / firls

ligerfotis / CSE6363_Machine_Learning

paulinamoskwa / GLMs

StatisticsHealthEconomics / speed-limits

Ahmad-Magdy-Osman / AppliedStatistics

amoustakis / Statistical-Modeling-data-analysis

ellietoulabi / DataMiningCourseHomeworks

JRigh / Poisson-Regression-in-R

Jullemand / Stanford-Machine-Learning

lizmosquera / CompetenciaMetodos

nehapai23 / Bayesian-GLM-for-Classification

perezrd5 / Data-Science

rkraig / cabi-predict

tmcdonald92 / Bike-Sharing-Prediction

xblueberry / GLM-Project

JRigh / Supervised-ML-Regression-in-R-and-Python-

RileyJamesPatterson / watchurdelaydash

StatisticsHealthEconomics / london-bikes

VasudevanS1906 / Regression_with_Abalone