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Jun Li

Bristol-Myers Squibb
Senior Research Investigator
Hopewell, NJ

Bioinformatics

8:00am PDT

Registration check-in McCaw Hall

9:00am PDT

Dynamic Documents with R Markdown (Part 1) SIEPR 130 Genome-wide association analysis and post-analytic interrogation with R (Part 1) Wallenberg Hall 124 Machine Learning Algorithmic Deep Dive (Part 1) Campbell Rehearsal Hall MoRe than woRds, Text and Context: Language Analytics in Finance with R (Part 1) McDowell & Cranston Small Area Estimation with R (Part 1) Lane Using Git and GitHub with R, Rstudio, and R Markdown (Part 1) Lyons & Lodato

1:00pm PDT

Effective Shiny Programming (Part 1) McCaw Hall Extracting data from the web APIs and beyond (Part 1) Campbell Rehearsal Hall Missing Value Imputation with R (Part 1) Barnes Regression Modeling Strategies and the rms package (Part 1) Lyons & Lodato Understanding and creating interactive graphics (Part 1) McDowell & Cranston Using R with Jupyter notebooks for reproducible research (Part 1) SIEPR 120

2:15pm PDT

Coffee Break Lane

4:15pm PDT

What's up with the R consortium? McCaw Hall

4:40pm PDT

Presentation of the Women in R task force McCaw Hall

5:00pm PDT

R-Ladies Presentation 1 McCaw Hall

5:10pm PDT

R-Ladies Presentation 2 McCaw Hall

5:20pm PDT

Discussion McCaw Hall

9:00am PDT

Forty years of S McCaw Hall

10:30am PDT

R in machine learning competitions McCaw Hall Using Spark with Shiny and R Markdown SIEPR 130 Wrapping Your R tools to Analyze National-Scale Cancer Genomics in the Cloud Lane & Lyons & Lodato

10:48am PDT

Implementing R in old economy companies: From proof-of-concept to production Econ 140 RcppParallel: A Toolkit for Portable, High-Performance Algorithms SIEPR 130 Two-sample testing in high dimensions Lane & Lyons & Lodato

11:06am PDT

Taking R to new heights for scalability and performance SIEPR 130

11:24am PDT

Automating our work away: One consulting firm's experience with KnitR Econ 140 Fry: A Fast Interactive Biological Pathway Miner Lane & Lyons & Lodato United Nations World Population Projections with R McCaw Hall

11:42am PDT

Analysis of big biological sequence datasets using the DECIPHER package Lane & Lyons & Lodato bayesboot: An R package for easy Bayesian bootstrapping Barnes & McDowell & Cranston FlashR: Enable Parallel, Scalable Data Analysis in R SIEPR 130 How can I get everyone else in my organisation to love R as much as I do? Econ 140 jailbreakr: Get out of Excel, free McCaw Hall

1:00pm PDT

Continuous Integration and Teaching Statistical Computing with R SIEPR 130

1:18pm PDT

Transforming a museum to be data-driven using R McCaw Hall

1:36pm PDT

Introducing Statistics with intRo SIEPR 130 What can R learn from Julia Lane & Lyons & Lodato

1:54pm PDT

Modeling Food Policy Decision Analysis with an Interactive Bayesian Network in Shiny SIEPR 120

2:12pm PDT

Detection of Differential Item Functioning with difNLR function Barnes & McDowell & Cranston Teaching R to 200 people in a week SIEPR 130 Wrap your model in an R package! SIEPR 120

2:30pm PDT

A Large Scale Regression Model Incorporating Networks using Aster and R Sponsor Pavilion Applied Biclustering Using the BiclustGUI R Package Sponsor Pavilion Bridging the Data Visualization to Digital Humanities gap: Introducing the Interactive Text Mining Suite Sponsor Pavilion Curde: Analytical curves detection Sponsor Pavilion DiLeMMa - Distributed Learning with Markov Chain Monte Carlo Algorithms with the ROAR Package Sponsor Pavilion High-performance R with FastR Sponsor Pavilion Imputing Gene Expression to Maximise Platform Compatibility Sponsor Pavilion Integrating R & Tableau Sponsor Pavilion Making Shiny Seaworthy: A weighted smoothing model for validating oceanographic data at sea. Sponsor Pavilion mvarVis: An R package for Visualization of Multivariate Analysis Results Sponsor Pavilion Prediction of key parameters in the production of biopharmaceuticals using R Sponsor Pavilion R Shiny Application for the Evaluation of Surrogacy in Clinical Trials Sponsor Pavilion Sequence Analysis with Package TraMineR Sponsor Pavilion shinyGEO: a web application for analyzing Gene Expression Omnibus (GEO) datasets using shiny Sponsor Pavilion Teaching statistics to medical students with R and OpenCPU Sponsor Pavilion Video Tutorials in Introductory Statistics Instruction Sponsor Pavilion Visualizations and Machine Learning in R with Tessera and Shiny Sponsor Pavilion Writing a dplyr backend to support out-of-memory data for Microsoft R Server Sponsor Pavilion

3:30pm PDT

Literate Programming McCaw Hall

4:45pm PDT

How to keep your R code simple while tackling big datasets Barnes & McDowell & Cranston mlrMBO: A Toolbox for Model-Based Optimization of Expensive Black-Box Functions SIEPR 130 R at Microsoft McCaw Hall Simulation of Synthetic Complex Data: The R-Package simPop SIEPR 120

5:03pm PDT

Deep Learning for R with MXNet SIEPR 130 Inside the Rent Zestimates Barnes & McDowell & Cranston New Paradigms In Shiny App Development: Designer + Data Scientist Pairing Lane & Lyons & Lodato

5:21pm PDT

Data validation infrastructure: the validate package Barnes & McDowell & Cranston Introducing the permutations package SIEPR 120 Using Shiny modules to build more-complex and more-manageable apps Lane & Lyons & Lodato

5:39pm PDT

A Future for R Econ 140 Differential equation-based models in R: An approach to simplicity and performance SIEPR 120 R AnalyticFlow 3: Interactive Data Analysis GUI for R Lane & Lyons & Lodato Rho: High Performance R McCaw Hall

5:57pm PDT

Applying R in streaming and Business Intelligence applications Barnes & McDowell & Cranston Colour schemes in data visualisation: Bias and Precision McCaw Hall Rectools: An Advanced Recommender System SIEPR 130 Rethinking R Documentation: an extension of the lint package Econ 140

9:00am PDT

Towards a grammar of interactive graphics McCaw Hall

10:30am PDT

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 Empowering Business Users with Shiny SIEPR 120

10:48am PDT

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

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

Calculation and economic evaluation of acceptance sampling plans Barnes & McDowell & Cranston Efficient tabular data ingestion and manipulation with MonetDBLite SIEPR 130

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

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

Exploring the R / SQL boundary SIEPR 130 Phylogenetically informed analysis of microbiome data using adaptive gPCA in R Barnes & McDowell & Cranston

1:18pm PDT

A Lap Around R Tools for Visual Studio McCaw Hall 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

1:36pm PDT

GNU make for reproducible data analysis using R and other statistical software Barnes & McDowell & Cranston Simulation and power analysis of generalized linear mixed models Econ 140

1:54pm PDT

Approximate inference in R: A case study with GLMMs and glmmsr Econ 140 How to do one's taxes with R McCaw Hall The simulator: An Engine for Streamlining Simulations Barnes & McDowell & Cranston

2:12pm PDT

brglm: Reduced-bias inference in generalized linear models Econ 140 Using R in a regulatory environment: FDA experiences. McCaw Hall

2:30pm PDT

Analyzing and visualizing spatially and temporally variable floodplain inundation 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 Helping Non-programmers Use R Sponsor Pavilion Logistic modelling of increased antibacterial resistance with sales Sponsor Pavilion Presidential Rankings: Visualization and Comparisons Sponsor Pavilion The Use of Ensemble Learning Methods in Open Source Data Challenges Sponsor Pavilion

4:30pm PDT

Cruise & Conference Dinner McCaw Hall

9:00am PDT

Statistical Thinking in a Data Science Course McCaw Hall

10:30am PDT

Data Landscapes: a pragmatic and philosophical visualisation of the sustainable urban landscape SIEPR 130 Shiny Gadgets: Interactive tools for Programming and Data Analysis McCaw Hall A Shiny App is Worth 1000**3 Words: A Case Study in Displaying Three-Dimensional Dose Combination Response Data Econ 140

10:35am PDT

Introduce R package: Tree Branches Evaluated Statistically for Tightness (TBEST) Econ 140

10:45am PDT

Clustering of Hierarchically-Linked Multivariate Datasets Econ 140

10:48am PDT

Authoring Books with R Markdown McCaw Hall Dynamic Data in the Statistics Classroom Barnes & McDowell & Cranston Practical tools for exploratory web graphics SIEPR 130

10:50am PDT

ranger: A fast implementation of random forests for high dimensional data Lane & Lyons & Lodato NetworkRiskMeasures: risk measures for (financial) networks, such as DebtRank, Impact Susceptibility, Impact Diffusion and Impact Fluidity. Econ 140

10:55am PDT

GeoFIS: an R-based open source software for analyzing and zoning spatial data Econ 140

11:05am PDT

Using R at a rapidly scaling healthcare technology startup Econ 140

11:06am PDT

Estimation of causal effects in network-dependent data McCaw Hall

11:10am PDT

Event Detection with Social Media Data Econ 140

11:25am PDT

Outlier Detection Methods Econ 140

11:26am PDT

Big data algorithms for rank-based estimation Lane & Lyons & Lodato

1:00pm PDT

Estimating causal dose response functions using the causaldrf R package McCaw Hall Hash Tables in R are Slow SIEPR 130

1:05pm PDT

Visualization of Uncertainty for Longitudinal Data SIEPR 130

1:15pm PDT

Getting R into your bathroom McCaw Hall

1:25pm PDT

Two Cultures: From Stata to R McCaw Hall

1:35pm PDT

Interact with Python from within R McCaw Hall Understanding human behavior for applications in finance and social sciences: Insights from content analysis with novel Bayesian learning in R SIEPR 130

1:40pm PDT

Interactive dashboards for visual quality control of air quality data SIEPR 130 Let's meet on satRday! McCaw Hall

2:00pm PDT

RCloud - Collaborative Environment for Visualization and Big Data Analytics McCaw Hall