Pinned Repositories
BioDataIntroDataVizSlides
Slides for Intro to Data Viz workshop
csp-2018
Example code for CSP 2018 presentation
CSP-2021-missing-data
Slides, code, references, materials from 2021 CSP Workshop on Missing Data and Multiple Imputation
edat
edat -- Explore your data; quick plots and tables of a data set
lamisc
Miscellaneous tools for data cleaning and other tasks.
laviz
Emile's visualization fun zone
pkgInstaller
What the Package Does (One Line, Title Case)
purposeful
Purposeful selection for logistic regression (Hosmer, Lemeshow)
rstudio-table-contest_2020
Submission for RStudio table contest
tidytableone
A tidy approach to creating the "Table 1"
emilelatour's Repositories
emilelatour/lamisc
Miscellaneous tools for data cleaning and other tasks.
emilelatour/csp-2018
Example code for CSP 2018 presentation
emilelatour/CSP-2021-missing-data
Slides, code, references, materials from 2021 CSP Workshop on Missing Data and Multiple Imputation
emilelatour/tidytableone
A tidy approach to creating the "Table 1"
emilelatour/purposeful
Purposeful selection for logistic regression (Hosmer, Lemeshow)
emilelatour/BioDataIntroDataVizSlides
Slides for Intro to Data Viz workshop
emilelatour/edat
edat -- Explore your data; quick plots and tables of a data set
emilelatour/laviz
Emile's visualization fun zone
emilelatour/pkgInstaller
What the Package Does (One Line, Title Case)
emilelatour/rstudio-table-contest_2020
Submission for RStudio table contest
emilelatour/awesome-r-pkgtools
A curated list of awesome tools for R package development
emilelatour/dotfiles
my . files
emilelatour/emilelatour
Personal website of Emile Latour
emilelatour/extracat
:exclamation: This is a read-only mirror of the CRAN R package repository. extracat — Categorical Data Analysis and Visualization
emilelatour/gradual_shiny
Workshop introducing Shiny programming concepts
emilelatour/laaddins
Additional Addins for RStudio
emilelatour/lagree
Calculate a various interrater agreement coefficients
emilelatour/latable
Latour's table functions, helpers, and wrappers.
emilelatour/logregression-workshop
In biomedical research we often wish to classify data into two or more groups (eg. healthy and diseased) based on a variety of measurement variables, but how do you determine if the model you’ve selected is good? In this BioData Club workshop instructor Crista Moreno will discuss the mathematics of logistic regression for binary classification modeling, and how to prevent the harms of overfitting with cross validation in R. Attendees will gain knowledge through hands-on exercises about the following concepts and data science skills. Logistic regression (logit function, probability, binary classification) Overfitting (adding parameters and high dimensional spaces) Cross validation Cross validation Error R (R markdown, R packages magrittr, dplyr, ggplot2, tidyr, corrplot, caret, rgl) Anyone with interest in building a classification model for biomedical data is encouraged to attend! Prior experience with R, Rstudio, and a basic knowledge of classification modeling (also mathematical functions) will be helpful, but is not a requirement.
emilelatour/myquartotemplate
Quarto template with preferences, packages and yaml headers set.
emilelatour/packages-report
A repo from rstudio::conf 2019 wtf workshop
emilelatour/Pimp-my-rmd
A few tips about R markdown
emilelatour/predicting-march-madness
Machine learning tutorial to create an entry for the Kaggle March Mania contest
emilelatour/redcaptools
What the Package Does (One Line, Title Case)
emilelatour/RLadiesIntroToPurrr
An introduction to the purrrr package + example workflow.
emilelatour/simulation_notes
Some notes on simulation
emilelatour/sql_workshop
emilelatour/talks
Talks and presentations that I've given or will give
emilelatour/wtf-2019-rsc
What They Forgot to Teach You About R, 2019 January 15/16 @ rstudio::conf
emilelatour/wtf-startup-proj