SAS programmer biostatistician R data analysis

Jolie (Yunyi) Li

202-***-**** **** T ST. NW., Washington, 20007 *****@**********.***

EDUCATION

GEORGETOWN UNIVERSITY, Graduate School of Arts & Science Washington, DC Master of Science, Biostatistics December 2015

Thesis title: Using Cluster Analysis to Identify Subgroups of Patients with Fibromyalgia GPA: 3.8

Member of American Statistical Association

Relevant Coursework: Survival Analysis, Experimental Design/Clinical Trials, SAS and R SUN YAT-SEN UNIVERSITY, School of Psychology Guangdong, China Bachelor of Science, Applied Psychology July 2012

Recipient of the 2008-2009 China’s National Scholarship GPA:3.9

Recipient of the 2008-2009 Sun Yat-Sen University First-class Scholarship

The project leader of the 2010-2011 National Student Innovative Experiment Project EXPERIENCE

GEORGETOWN UNIVERSITY, DEPARTMENT OF BIOSTATISTICS Washington, DC Research Assistant January 2015 - Present

Found biomarkers in the Cancer Detection with Telomere Length Features Project

Used R and SAS to import 23,940 telomere length data from 399 excel sheets and preliminarily analysis them.

Defined 6 biomarker models, used correlation, t-test, logistic regression and ROC analysis to access and confirm biomarkers.

Insilico Medicine, Inc. Baltimore, Maryland

Bioinformatics Data Analysis Intern August 2015 - Present

Developed biomarkers for Alzheimer’s disease using neuron network techniques based on pathway analysis.

Used R to show all samples in PCA in 3D plots and colored them based on the sample class.

Read papers about bioinformatics methodology to get a better solution to remove batch effect. GEORGETOWN UNIVERSITY, DEPARTMENT OF BIOSTATISTICS Washington, DC Research Assistant & Consulting Assistant September 2014 – January 2014

Offered professional statistical consulting service for medical center students in Georgetown University.

Used R to produce statistical analysis results with high quality and customized tables, plots and reports.

Wrote R markdown to make frequency table to survey questions, make stacked bar charts for group comparison, make histogram using “ggplot” package and make the scatter plot matrix using “lattice” package. GEORGETOWN UNIVERSITY, DEPARTMENT OF BIOSTATISTICS Washington, DC Cancer Biomarker Data Analysis Intern June 2015 - September 2015

Read articles to understand the new developed multivariate random effects model with constrained parameters which is used to assess drug effects in xenograft models with multiple tumor outcomes.

Transformed those constrained parametric maximum likelihood estimations models in to R codes.

Used R Shiny to produce interface apps for those models, especially for the constrained parametric multivariate random effects model.

PUBLICATIONS

Yi, L., Liu, Y., Li, Y., Fan, Y., Huang, D., & Gao, D. (2012). Visual Scanning Patterns during the Dimensional Change Card Sorting Task in Children with Autism Spectrum Disorder. Autism research and treatment, 2012, 123053. doi:10.1155/2012/123053

Yi, L., Fan, Y., Zhao, J., Huang, D., Li, Y., & Zou, X. (2013). Atypical understanding of mental terms in Chinese- speaking children with autism spectrum disorder. Research in Autism Spectrum Disorders, 7, 1411-1417. doi: 10.1016/j.rasd.2013.08.009

DISTINCTIONS

Software: R, SAS, SPSS, C++, Mat lab, Python, E-Prime, Microsoft Office Equipment: Eye Tracker (Tobii), Electroencephalogram (EEG) Certification: SAS Certified Base Programmer for SAS 9

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