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Jun Li
Bristol-Myers Squibb
Senior Research Investigator
Hopewell, NJ
Bioinformatics
Monday
, June 27
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
Tuesday
, June 28
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
Wednesday
, June 29
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
Thursday
, June 30
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
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