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STAT 297 - Statistical Programming Methods • intended to provide an introduction to statistical programming using the R language, and provide students with notions of data management, manipulation and analysis as well as of reproducible research, result-sharing and version control (using GitHub) • co-author and creator of course • effectively used various R packages such as bookdown and pkgdown to create website and course etextbook • contributed in creation of R Shiny web applications for attendance, Monte Carlo integration, and Buffon's Neddle demonstration
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Data Science Research Assistant / R Programmer
Statistical Methods, Applications & Computing Group (SMAC)
2017년 2월 - 2018년 6월 · 1년 5개월
Under supervison of Prof. Stephane Guerrier. 소프트웨어 개발. Concentration: Time Series and Signal Processing
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<Undergraduate Statistical Consultant > • One of three undergraduate students admitted to a highly selective statistical consulting service program committed to solving mathematical /statistical problems with a contact from business, industry or government •Extract, clean, and analyze 200 resident surveys containing questions related to health beliefs and environmental concern using various categorical association tests, ANOVA tests, correlation tests, and multiple correspondence analysis (PCA) • Engaged in monthly meetings with industrial contact and regularly presented results to customer • Implemented interactive Shiny application for clients to explore multi-faceted bar plot visualizations
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• Queried PsycINFO database for meta-analysis of over 3000 established research papers including dissertations using SQL and observed, recorded and analyzed 400 records of yearly raw survey data • Organizational Psychology Lab: Analyzed correlations and ANOVA tests using various SPSS and R tools to measure the factors related to organizational leadership and gender. • Personality Lab: Preprocessed 300 records personal anecdote text using R and classified personality traits using subjective measurement and Python NLTK sentiment analysis. • Organized weekly meetings and assisted other research members in data entry and analysis
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