Josué M's repositories
Hands-On-Programming-with-R
Code and exercises of the book “Hands-On Programming with R: Write Your Own Functions and Simulations".
Intersemestral-ANOVA
Material del curso intersemestral "Análisis de Varianza (ANOVA): Introducción a la modelización de datos en R" impartido en el verano de 2017 por Mtro. Said Jiménez, Josué Mendoza, y Diego Ángeles Valdez en la Facultad de Psicología, UNAM.
APS2017-workshop
"Computational Modeling of Decision-Making Tasks With a Single Line of Coding: Modeling Can Be as Easy as Doing a T-Test"
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
bayesian2afc
Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.
Code
For editing generic code
criminalprediction
criminalprediction
data
Data and code behind the stories and interactives at FiveThirtyEight
discounting-visualizer
Interactive R/Shiny app to understand and visualize discounting behaviour
fmri-analysis-vm
A VM setup for use in fMRI analysis and education
fmriutils
A package for loading, visualizing, and interacting with basic fMRI derivatives.
LabHacks
Resources for data driven neuroscientists.
master-the-tidyverse
Course contents for Master the Tidyverse
ndmg-paper
Repository containing the ndmg manuscript and code to reproduce its figures
NetworkPrediction
Data for reproducible examples in paper https://arxiv.org/abs/1610.09108
perceptions
Perceptions of Probability and Numbers
post_cluster_tsne
Post combining t-sne reduction technique and cluster analysis
Psych710_BayesLecture
Guest lecture on Bayesian regression for graduate psych/stats class
psychology_resolution
Paper and code for Morey and Lakens (in prep.)
purrr-tutorial
A introduction to purrr
r4ds
R for data science
skbold
Utilities and tools for machine learning on BOLD-fMRI data
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
tikz-bayesnet
TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.
tutorial
R Package to convert R Markdown files to DataCamp Light HTML files
UpSetR-paper
Data and scripts for UpSetR paper.