jags
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Probability Expressions & High-Order Uncertainty
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Mar 17, 2019 - R
Final project of the Bayesian Statistics: Techniques and Models course, which is taught online by University of California, Santa Cruz on Coursera.
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Jan 14, 2019
A Bayesian mixed model for analyzing quantitative genetics data
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Mar 29, 2018 - R
This code is in reference to the paper: Kundu, D. and Das, K., 2024. "A quantile-regression approach to bivariate longitudinal joint modeling." Journal of Statistical Research 58(1) , pp : 111-130 , doi: 10.3329/jsr.v58i1.75417
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Oct 4, 2024 - R
Demographic drivers of collapse of an island population of Tree Swallows
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Jun 6, 2022 - R
Bayesian analysis of play store app ratings
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Feb 15, 2020 - HTML
Multispecies occupancy models to investigate seasonal co-occurrence of predator-prey pairs and changes withing these co-occurrences.
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Dec 6, 2023 - R
An implementation of the BUGS example LSAT: item response (http://www.openbugs.net/Examples/Lsat.html) on R. Parameters for the Rasch model are estimated using Maximum Marginal Likelihood as well as Bayesian Inference using jags and an implementation of Metropolis on R.
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Jan 27, 2018 - HTML
Spatial analysis and modelling from traffic accidents in New Zealand.
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May 14, 2024 - R
The aim of the project is to analyze the CO2 emissions dataset using Bayesian learning and Monte Carlo Simulations tools in R using JAGS. After a preliminary analysis we answer to some statistical questions, implementing different models. Time-series and clustering analysis are also considered
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Sep 19, 2024
Public repository for my PhD dissertation
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Jun 6, 2020 - HTML
Application of method proposed in Albert 1992 using JAGS.
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Sep 8, 2020 - R
A MCMC Bayesian analysis versus Frequentist Analysis of Animal Crossing: New Horizons game players in-game behavior using a Multinomial Logistic Regression Model to adjust the original paper results.
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Sep 19, 2022 - R
Inference & Prediction(MLE, EVT, GLM, NLSE, JAGS, ALT, Cox-PHM) / Time Series(ARIMA, GARCH) / Machine Learning(CART, PCA, Clustering) / Deep Learning(ANN, CNN)
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Jun 18, 2021 - R
Supplementary material for Donatelli, A., Mastrantonio, G. & Ciucci, P. Circadian activity of small brown bear populations living in human-dominated landscapes. Sci Rep 12, 15804 (2022). https://doi.org/10.1038/s41598-022-20163-1
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Sep 23, 2022 - R
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