Multivariate Analysis, Bayesian Analysis and Data Mining
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Updated
Jun 11, 2019 - R
Multivariate Analysis, Bayesian Analysis and Data Mining
Bayesian Network Learning in R
Bayesian Data Analysis, Model Comparison, Markov Chain Monte Carlo, JAGS
This repository contains the code used to perform the analysis described in the paper "Bayesian evidence for spectral lag transition due to Lorentz Invariance Violation for 32 Fermi/GBM Gamma-ray Bursts" (https://www.sciencedirect.com/science/article/pii/S2214404823000460). The code is written in Python 3.10
LaTeX source code for the MSc thesis entitled 'Forecasting f(Q) Cosmology with Standard Sirens'.
A Bayesian analysis of polling data and historical voting records to try to predict the outcome of the 2016 U.S. Presidential election.
Bayesian analysis of COVID19 evolution in Spain
Farr, M.T., Green, D.S., Holekamp, K.E., Roloff, G.J., & Zipkin, E.F. 2019. Multi-species hierarchical modeling reveals variable responses of African carnivores to management alternatives. Ecological Applications 9(2): e01845.
Project for the bayesian analysis course
Bayesian Analysis of Heterogeneous Mediation (BAHM)
This package provides a convenient set of Python wrappers for a set of routines used to perform Bayesian analysis on quasi-elastic neutron-scattering data.
Shiny WebApp for hetprior project
Bayesian A/B testing functions for test evaluations
Rossman S., Ostrom P.H., Gordon F., and Zipkin E.F. 2016. Beyond carbon and nitrogen: guidelines for estimating three‐dimensional isotopic niche space. Ecology and Evolution 6: 2405-2413.
R library of statistical distributions useful for Bayesian analysis
Supplementary material for the book chapter "Mixture Modeling"
Contains code, summary and necessary theoretical concepts of classifiers built as a part of the Machine Learning course project.
Using bayesian statistics to see what is really happening with the SARS-CoV-2 virus one month after COVID19 pandemics start
Example of Poisson-Gamma model in Bayesian analysis in R
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