R Weekly useR! 2016 Edition

03 Jul 2016

Miss your slides? Edit this page on GitHub.

Last Update: 2016-07-04

Resources

• useR! 2016 Home Page

• Full Schedule

• Video Stream for June 30

• Videos on Channel 9 (upcoming)

Blog Posts

• The useR! 2016 Tutorials

• Using R with the Stanford Digital Repository

Tutorials

• Happy Git and GitHub for the useR - book

• Machine Learning Algorithmic Deep Dive - resources

• Extracting data from the web APIs and beyond - resources

• MoRe than woRds, Text and Context: Language Analytics in Finance with R - slides

• Time-to-Event Modeling as the Foundation of Multi-Channel Revenue Attribution - resources

• Never Tell Me the Odds! Machine Learning with Class Imbalances - resources

• Genome-Wide Association Analysis and Post-Analytic Interrogation with R - part 1, part 2

• Effective Shiny Programming - resources

• Handling and Analyzing Spatial, Spatiotemporal and Movement Data - slides

• Regression Modeling Strategies and the rms Package - wiki, notes

• Intermediate R Markdown tutorial - examples, etherpad notes

• Using R with Jupyter Notebooks for Reproducible Research - resources

• Details on useR! 2016 Home Page

Talks

Visualization

• shinyjs: improve the user experience in your Shiny apps by Dean Attali

• rbokeh - A Simple, Flexible, Declarative Framework for Interactive Graphics

• Practical tools for exploratory web graphics

R in the Real World

• Chicago food inspection data analysis

• Modeling Food Policy Decision Analysis with an Interactive Bayesian Network in Shiny

• Automated Clinical Research Tracking and Assessment Using R-Shiny

• Wrap your model in an R package!

• Fry: A Fast Interactive Biological Pathway Miner by Göknur Giner

Data

• Broom: Converting Statistical Models to Tidy Data Frames

• Data validation infrastructure: the validate package

• Size of Datasets for Analytics and Implications for R

• Efficient tabular data ingestion and manipulation with MonetDBLite

• Importing Modern Data into R

• Efficient in-memory non-equi joins

Tools

• Authoring Books with R Markdown

• flexdashboards - Easy interactive dashboards for R

• A Future for R

• R AnalyticFlow 3: Interactive Data Analysis GUI for R

Teaching

• A first-year undergraduate data science course

• Slides from Integrated R labs for high school students #user2016 talk

R & Other Languages

• Can R learn from Julia

• Slides and other resources for RcppParallel talk

• sparklyr Demo for useR! 2016

Web

• R Web APIs Intro

• Crosstalk Demo by Joe Cheng

Packages Development

• R/qtl: Just barely sustainable

Machine Learning and Statistics

• Deep learning in R using MXNet

• useR! Machine Learning Tutorial

• R in BI and Streaming Applications for useR 2016

• xgboost: An R package for Fast and Accurate Gradient Boosting

• Causal inference in social network data

• Simulation and power analysis of generalized linear mixed models

• mlrMBO: A Toolbox for Model-Based Optimization of Expensive Black-Box Functions