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Rodica Coderie

Avira Soft
Data Scientist
Bucharest, Romania

8:00am PDT

Registration check-in McCaw Hall

9:00am PDT

Machine Learning Algorithmic Deep Dive (Part 1) Campbell Rehearsal Hall Never Tell Me the Odds! Machine Learning with Class Imbalances (Part 1) Econ 140 Time-to-Event Modeling as the Foundation of Multi-Channel Revenue Attribution (Part 1) Barnes

10:15am PDT

Coffee Break McDowell & Cranston Coffee Break Econ 140 Coffee Break Lyons & Lodato

10:30am PDT

Machine Learning Algorithmic Deep Dive (Part 2) Campbell Rehearsal Hall Never Tell Me the Odds! Machine Learning with Class Imbalances (Part 2) Econ 140 Time-to-Event Modeling as the Foundation of Multi-Channel Revenue Attribution (Part 2) Barnes

12:00pm PDT

Lunch Lyons & Lodato Lunch Econ 140

1:00pm PDT

An Introduction to Bayesian Inference using R Interfaces to Stan (Part 1) SIEPR 130 Extracting data from the web APIs and beyond (Part 1) Campbell Rehearsal Hall Introduction to SparkR (Part 1) Econ 140 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 Econ 140 Coffee Break SIEPR 130

2:30pm PDT

An Introduction to Bayesian Inference using R Interfaces to Stan (Part 2) SIEPR 130 Extracting data from the web APIs and beyond (Part 2) Campbell Rehearsal Hall Introduction to SparkR (Part 2) Econ 140 Understanding and creating interactive graphics (Part 2) McDowell & Cranston Using R with Jupyter notebooks for reproducible research (Part 2) SIEPR 120

4:00pm PDT

Short Break McCaw Hall

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

8:00am PDT

Registration check-in McCaw Hall

8:30am PDT

Opening Session McCaw Hall

10:00am PDT

Coffee Break with Poster Exhibits 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

11:24am PDT

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 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

12:00pm PDT

Lunch with Poster Exhibits Sponsor Pavilion

1:54pm PDT

Modeling Food Policy Decision Analysis with an Interactive Bayesian Network in Shiny SIEPR 120 Statistics and R in Forensic Genetics McCaw Hall

2:12pm PDT

FiveThirtyEight's data journalism workflow with R McCaw Hall

2:30pm PDT

Coffee Break w/ Poster Session McCaw Hall A Large Scale Regression Model Incorporating Networks using Aster and R 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 Integrating R & Tableau Sponsor Pavilion Multi-stage Decision Method To Generate Rules For Student Retention 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 Statistics and R for Analysis of Elimination Tournaments Sponsor Pavilion Urban Mobility Modeling using R and Big Data from Mobile Phones Sponsor Pavilion Using R in the evaluation of psychological tests Sponsor Pavilion Visualization of health and population indicators within urban African populations using R Sponsor Pavilion Visualizations and Machine Learning in R with Tessera and Shiny Sponsor Pavilion

3:30pm PDT

Literate Programming McCaw Hall

4:30pm PDT

Short Break McCaw Hall

4:45pm PDT

How to keep your R code simple while tackling big datasets Barnes & McDowell & Cranston

5:03pm PDT

Inside the Rent Zestimates Barnes & McDowell & Cranston When will this machine fail? SIEPR 120

5:21pm PDT

The challenge of combining 176 x #otherpeoplesdata to create the Biomass And Allometry Database (BAAD) Econ 140

5:39pm PDT

A Future for R Econ 140 Differential equation-based models in R: An approach to simplicity and performance SIEPR 120

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

6:30pm PDT

Welcome Reception Bing Concert Hall

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

Notebooks with R Markdown McCaw Hall OPERA: Online Prediction by ExpeRts Aggregation Barnes & McDowell & Cranston Predicting individual treatment effects Lane & Lyons & Lodato

10:48am PDT

Size of Datasets for Analytics and Implications for R Econ 140

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

11:10am PDT

Scaling R for Business Analytics 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 Heatmaps in R: Overview and best practices Barnes & McDowell & Cranston The phangorn package: estimating and comparing phylogenetic trees Lane & Lyons & Lodato

11:35am PDT

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

11:42am PDT

Classifying Murderers in Imbalanced Data Using randomForest McCaw Hall

12:00pm PDT

Lunch with Poster Exhibits McCaw Hall

1:00pm PDT

R markdown: Lifesaver or death trap? McCaw Hall

1:18pm PDT

Visualizing multifactorial and multi-attribute effect sizes in linear mixed models with a view towards sensometrics Econ 140

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 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

2:12pm PDT

brglm: Reduced-bias inference in generalized linear models Econ 140 Providing Digital Provenance: from Modeling through Production Barnes & McDowell & Cranston

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 Bayesian inference for Internet ratings data using R Sponsor Pavilion Data Quality Profiling - The First Step with New Data Sponsor Pavilion Educational Disparities, Biomedical Efficacy and Science Knowledge Gaps: can the Internet help us reduce these inequalities? Sponsor Pavilion Energy prediction and load shaping for buildings Sponsor Pavilion Helping Non-programmers Use R Sponsor Pavilion Logistic modelling of increased antibacterial resistance with sales 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 Presidential Rankings: Visualization and Comparisons Sponsor Pavilion Profile Analysis of Multivariate Data Using the profileR Package Sponsor Pavilion Reproducible research works_with_R Sponsor Pavilion ROSETTAHUB, the next generation data science platform 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

3:30pm PDT

Flexible and Interpretable Regression Using Convex Penalties McCaw Hall

4:30pm PDT

Cruise & Conference Dinner McCaw Hall

9:00am PDT

Statistical Thinking in a Data Science Course McCaw Hall

10:00am PDT

Coffee Break w/ Poster Exhibits McCaw Hall

10:35am PDT

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

10:40am PDT

Forecasting Revenue for S&P 500 Companies Using the baselineforecast Package Econ 140

10:45am PDT

Clustering of Hierarchically-Linked Multivariate Datasets Econ 140

10:50am PDT

ranger: A fast implementation of random forests for high dimensional data Lane & Lyons & Lodato

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

11:08am PDT

Superheat: Supervised heatmaps for visualizing complex data Lane & Lyons & Lodato

11:10am PDT

Event Detection with Social Media Data Econ 140

11:24am PDT

ggduo: Pairs plot for two group data SIEPR 130 Revolutionize how you teach and blog: add interactivity Barnes & McDowell & Cranston

11:25am PDT

Outlier Detection Methods Econ 140

11:26am PDT

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

11:35am PDT

Handling Huge Hierachical Data in R Econ 140

11:42am PDT

Most Likely Transformations McCaw Hall Using Jupyter notebooks with R in the classroom Barnes & McDowell & Cranston

12:00pm PDT

Lunch w/ Poster Exhibits McCaw Hall

1:05pm PDT

Visualization of Uncertainty for Longitudinal Data SIEPR 130

1:10pm PDT

Scalable semi-parametric regression with mgcv package and bam procedure SIEPR 130

1:15pm PDT

Getting R into your bathroom McCaw Hall

1:25pm PDT

Weather Alerts Data with R SIEPR 130

1:30pm PDT

The Best Time to Post on Reddit McCaw Hall

1:35pm PDT

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

1:45pm PDT

Optimizing Food Inspections with Analytics McCaw Hall

3:00pm PDT

Closing Remarks McCaw Hall