josuema Goto Github PK

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

project_proposals

Ideas for student projects

ps239t

Introduction to Computational Tools and Techniques for Social Research

psych10-book

Source files for Statistical Thinking For the 21st Century

psych710_bayeslecture

Guest lecture on Bayesian regression for graduate psych/stats class

psychology_resolution

Paper and code for Morey and Lakens (in prep.)

psychonomics2018

Talk given at Psychonomics 2018 symposium: "Should Science Determine the Practice of Statistics or Should Statistics Determine the Practice of Science?"

psychopy-sandwich-demo-guide

This is an online PsychoPy experiment I built recently using the PsychoPy builder, and hosted online with pavlovia.org. I've attempted to document all the steps needed in building the experiment, and getting it to work online, but if there are other unanswered questions I recommend jumping over to the PsychoPy discourse: https://discourse.psychopy.org/

psychopyparadigms

Experimental Paradigms written for PsychoPy

psytrack

purrr-tutorial

A introduction to purrr

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

qbm_fall_2018

Intro to R for Data Analysis 3-day Workshop

r-irt

A high-level introduction to using R for Item Response Theory

r-marketing-analytics

A collection of functions and step-by-step examples for marketing analytics

r-web-scraping-cheat-sheet

Inspired by Hartley Brody, this cheat sheet is about web scraping with rvest,httr and Rselenium. This is a r version of this blog https://blog.hartleybrody.com/web-scraping-cheat-sheet/

r4ds

R for data science

r4sl

:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R

ra

Basic Analysis, undergraduate real analysis textbook

radboud-summerschool-complexity-methods-2019

Radboud Summerschool 2019: Complexity Methods for Behavioural Science

raincloudplots

Code and tutorials to visualise your data that is both beautiful *and* statistically valid

rdatatable-cookbook

Recipes for using R's data.table package

rdym

"Did you mean?" for R.

recoding_introduction_to_mediation_moderation_and_conditional_process_analysis

reinforcement-learning-resource-guide

Resource Guide for learning how to simulate and model Reinforcement Learning

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

reproguide-curate

Curating Research Assets in Behavioral Sciences: A tutorial on organizing and curating research materials using RStudio & the Git version control system

researchdown

:loudspeaker: QCBS R Workshop - The RMarkdown universe

researchskills

Lecture notes for research skills course