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8:00am PDT

Registration check-in McCaw Hall

9:00am PDT

Towards a grammar of interactive graphics McCaw Hall

10:00am PDT

Coffee Break with Poster Exhibits McCaw Hall

10:30am PDT

Empowering Business Users with Shiny SIEPR 120 Importing modern data into R SIEPR 130 Notebooks with R Markdown McCaw Hall OPERA: Online Prediction by ExpeRts Aggregation Barnes & McDowell & Cranston Predicting individual treatment effects Lane & Lyons & Lodato Profvis: Profiling tools for faster R code Econ 140

10:35am PDT

Bespoke eStyle Statistical Training for Africa: challenges and opportunities of developing an online course SIEPR 120

10:40am PDT

Tie-ins between R and Openstreetmap data SIEPR 120

10:45am PDT

MAVIS: Meta Analysis via Shiny SIEPR 120

10:48am PDT

ETL for medium data SIEPR 130 Meta-Analysis of Epidemiological Dose-Response Studies with the dosresmeta R package Lane & Lyons & Lodato permuter: An R package for randomization inference Barnes & McDowell & Cranston Size of Datasets for Analytics and Implications for R Econ 140 Visualizing Simultaneous Linear Equations, Geometric Vectors, and Least-Squares Regression with the matlib Package for R McCaw Hall

10:50am PDT

madness: multivariate automatic differentiation in R SIEPR 120

10:55am PDT

rempreq: An R package for Estimating the Employment Impact of U.S. Domestic Industry Production and Imports SIEPR 120

11:00am PDT

Text Mining and Sentiment Extraction in Central Bank Documents SIEPR 120

11:05am PDT

Maximum Monte Carlo likelihood estimation of conditional auto-regression models SIEPR 120

11:06am PDT

An embedded domain-specific language for ODE-based drug-disease modeling and simulation Lane & Lyons & Lodato Calculation and economic evaluation of acceptance sampling plans Barnes & McDowell & Cranston Efficient tabular data ingestion and manipulation with MonetDBLite SIEPR 130 On the emergence of R as a platform for emergency outbreak response McCaw Hall Resource-Aware Scheduling Strategies for Parallel Machine Learning R Programs though RAMBO Econ 140

11:10am PDT

Scaling R for Business Analytics SIEPR 120

11:15am PDT

Building a High Availability REST API Engine for R SIEPR 120

11:20am PDT

Automated clinical research tracking and assessment using R-Shiny SIEPR 120

11:24am PDT

Efficient in-memory non-equi joins using data.table SIEPR 130 Grid Computing in R with Easy Scalability Econ 140 Heatmaps in R: Overview and best practices Barnes & McDowell & Cranston Network Diffusion of Innovations in R: Introducing netdiffuseR McCaw Hall The phangorn package: estimating and comparing phylogenetic trees Lane & Lyons & Lodato

11:25am PDT

FirebrowseR an 'API' Client for Broads 'Firehose' Pipeline SIEPR 120

11:30am PDT

Performance Above Random Expectation: A more intuitive and versatile metric for evaluating probabilistic classifiers SIEPR 120

11:35am PDT

R's Role in Healthcare Data: Exploration, Visualization and Presentation SIEPR 120

11:40am PDT

Chunked, dplyr for large text files SIEPR 120

11:42am PDT

Classifying Murderers in Imbalanced Data Using randomForest McCaw Hall Exploring the R / SQL boundary SIEPR 130 Interactive Terabytes with pbdR Econ 140 Multivoxel Pattern Analysis of fMRI Data Lane & Lyons & Lodato Phylogenetically informed analysis of microbiome data using adaptive gPCA in R Barnes & McDowell & Cranston

11:45am PDT

Automated risk calculation in clinical practice and research - the riskscorer package SIEPR 120

12:00pm PDT

Lunch with Poster Exhibits McCaw Hall

1:00pm PDT

A spatial policy tool for cycling potential in England SIEPR 120 mumm: An R-package for fitting multiplicative mixed models using the Template Model Builder (TMB) Econ 140 R markdown: Lifesaver or death trap? McCaw Hall Reusable R for automation, small area estimation and legacy systems Barnes & McDowell & Cranston Run-time Testing Using assertive SIEPR 130 R at Google Lane & Lyons & Lodato

1:18pm PDT

A Lap Around R Tools for Visual Studio McCaw Hall How to use the archivist package to boost reproducibility of your research Barnes & McDowell & Cranston SpatialProbit for fast and accurate spatial probit estimations SIEPR 120 Tools for Robust R Packages SIEPR 130 Visualizing multifactorial and multi-attribute effect sizes in linear mixed models with a view towards sensometrics Econ 140

1:20pm PDT

How Teradata Aster R Scales Data Science Lane & Lyons & Lodato

1:30pm PDT

Statistical Computing with R Lane & Lyons & Lodato

1:36pm PDT

Adding R, Jupyter and Spark to the toolset for understanding the complex computing systems at CERN's Large Hadron Collider McCaw Hall Extending CRAN packages with binaries: x13binary SIEPR 130 GNU make for reproducible data analysis using R and other statistical software Barnes & McDowell & Cranston Revisiting the Boston data set (Harrison and Rubinfeld, 1978) SIEPR 120 Simulation and power analysis of generalized linear mixed models Econ 140

1:40pm PDT

Changing lives with Data Science at Microsoft Lane & Lyons & Lodato

1:54pm PDT

Approximate inference in R: A case study with GLMMs and glmmsr Econ 140 Checkmate: Fast and Versatile Argument Checks SIEPR 130 How to do one's taxes with R McCaw Hall Spatial data in R: simple features and future perspectives SIEPR 120 The simulator: An Engine for Streamlining Simulations Barnes & McDowell & Cranston

1:55pm PDT

Bringing the Power of R to Citizen Data Scientists Lane & Lyons & Lodato

2:05pm PDT

Making the R community more open Lane & Lyons & Lodato

2:12pm PDT

brglm: Reduced-bias inference in generalized linear models Econ 140 High performance climate downscaling in R SIEPR 120 Providing Digital Provenance: from Modeling through Production Barnes & McDowell & Cranston Using R in a regulatory environment: FDA experiences. McCaw Hall

2:30pm PDT

Coffee Break with Poster Session McCaw Hall ALZCan: Predicting Future Onset of Alzheimer's Using Gender, Genetics, Cognitive Tests, CSF Biomarkers, and Resting State fMRI Brain Imaging Sponsor Pavilion Analyzing and visualizing spatially and temporally variable floodplain inundation Sponsor Pavilion Approaches to R education in Canadian universities Sponsor Pavilion Bayesian inference for Internet ratings data using R Sponsor Pavilion Data Quality Profiling - The First Step with New Data Sponsor Pavilion Developing R Tools for Energy Data Analysis Sponsor Pavilion Educational Disparities, Biomedical Efficacy and Science Knowledge Gaps: can the Internet help us reduce these inequalities? Sponsor Pavilion Encounters of the Chinook kind: visualizing fish movement with R Sponsor Pavilion Energy prediction and load shaping for buildings Sponsor Pavilion Giving a boost to renewable energy development: predicting reef fish community distributions in the Main Hawaiian Islands using boosted regression trees Sponsor Pavilion Helping Non-programmers Use R Sponsor Pavilion hurdlr: An R package for zero-inflated and over-dispersed count data Sponsor Pavilion Logistic modelling of increased antibacterial resistance with sales Sponsor Pavilion MethylMix 2.0: a bivariate Gaussian mixture model for identifying methylation driven genes Sponsor Pavilion Monitoring nonlinear profiles with R: an application to Quality Control Sponsor Pavilion Multiple-Output Quantile Regression in R Sponsor Pavilion Partition-Assisted Clustering: Application to High-Dimensional Multi-Sample Single-Cell Data Analysis Sponsor Pavilion Plotting for Marketers - Seeing the Story Sponsor Pavilion Predicting protein kinase substrates in R Sponsor Pavilion Presidential Rankings: Visualization and Comparisons Sponsor Pavilion Profile Analysis of Multivariate Data Using the profileR Package Sponsor Pavilion Rapid development of shiny apps for in-house data mining in biological data Sponsor Pavilion Reproducible research works_with_R Sponsor Pavilion request: A DSL for http requests Sponsor Pavilion ROSETTAHUB, the next generation data science platform Sponsor Pavilion Social Vulnerability to Climate Change: Automation and Validation of Indices Sponsor Pavilion Statistical assessment of the similarity of amino-acid sequences Sponsor Pavilion The markovchain R package Sponsor Pavilion The Use of Ensemble Learning Methods in Open Source Data Challenges Sponsor Pavilion Time Flies - Use R to Analyze the Changing Airline Industry Sponsor Pavilion Transforming R Into an Enterprise Level Tool for Multi-Genre Data Discovery and Operationalization Sponsor Pavilion Web-based automated personalized homework with WebWork and R Sponsor Pavilion

3:30pm PDT

Flexible and Interpretable Regression Using Convex Penalties McCaw Hall

4:30pm PDT

Cruise & Conference Dinner McCaw Hall