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.
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Updated
May 7, 2024 - R
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.
Fit Gamma-Poisson Generalized Linear Models Reliably
Newt lens regeneration data analysis involving a negative binomial regression model to see the relationships between age, recovery time, and the count of cells that have begun to regenerate.
Batch effect adjustment based on negative binomial regression for RNA sequencing count data. Credits: https://github.com/zhangyuqing/ComBat-seq
Simple model of proposed measures for age/sex adjusted differences in A&E attendance by population
Slides sobre modelos de regressão poisson e binomial negativa inflacionadas de zeros
Norm Constrained Generalised Linear Model using numpy, numba and scipy.
This GitHub repository contains R code for analyzing retail analysis with the count dependent variable.
Supervised Machine Learning algorithms for Regression in R and Python
Evaluating proposed CGAN-EB method in simulation enironment
Companion repository to Lause, Berens & Kobak (2021): "Analytic Pearson residuals for normalization of single-cell RNA-seq UMI data", Genome Biology
Statistical Analysis about cancer incidence in Modena hospital.
Quick Guide for Modelling Count Data in A Multilevel Framework
Multi-sample somatic variant caller
Assignment for Advanced Predictive Modeling for MSc Data Analytics
Mixed Poisson Regression for Overdispersed Count Data
A comparison between Poisson regression, quasi-Poisson regression, and negative binomial regression for overdispersed count data.
MSDS 410 Data Modeling for Supervised Learning (R)
Using the Poisson Regression Model and NB Regression Model to predict number of rental bikes.
Negative Binomial Additive Model for RNASeq Data
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