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Joel Schwartz (eipi10)

eipi10

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Company:California State University, Sacramento

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Joel Schwartz's starred repositories

CA-Notebooks

A collection of IJulia Notebooks utilizing the CurricularAnalytics.jl Toolbox

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aria

An R package implementing an idiosyncratic Stan workflow

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computational-thinking

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

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macroStan

R package for defining text macros in Stan for flexible code reuse

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Working-through-Regression-and-other-stories

Working through "Regression and other stories," one chapter at a time

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bbmisc

miscellaneous talks and small projects

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bRush

An R client for the Instructure Canvas API.

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awesome-mlops

A curated list of references for MLOps

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pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

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zotero

Zotero is a free, easy-to-use tool to help you collect, organize, annotate, cite, and share your research sources.

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mixedmodels-misc

miscellaneous materials for mixed models, mostly in R

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stat_rethinking_2020

Statistical Rethinking Course Winter 2020/2021

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Doing-Bayesian-Data-Analysis-in-brms-and-the-tidyverse

The bookdown version lives here: https://bookdown.org/content/3686

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rethinking2

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Unleash-Shiny

Unleash JS in your Shiny apps

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heiss-causal-inference

Chapter on causal inference for *R for Political Data Science: A Practical Guide*

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elucidate

convenience functions to help researchers elucidate patterns in their data

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multilevelPSA

R package for estimating and visualizing multilevel propensity score models.

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StanCon2020

Material for my proposed StanCon talk

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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TCCD

An R package of TCCD-related functions

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opp

Open Policing Project

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Rstudio_TableContest_2020

📺 Table showing an "Overview and Series Trends of the Best TV Shows on IMDb" – My Contribution to the Rstudio Table Contest 2020

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nfl-workshop

Source code for CMSAC NFL Workshop

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mixed-models-with-R-workshop

This is the companion slides, data, and RStudio project for a workshop on mixed models.

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Examples

Various examples for different articles

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MatchIt

R package MatchIt

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rethinking2

Direct Stan code for second edition of McElreath's Statistical Rethinking

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ggh4x

ggplot extension: options for tailored facets, multiple colourscales and miscellaneous

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diagnostic-testing

statistical models to analyze diagnostic tests

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