XIAOXING CHENG
** ******* **., **********, **, **906 (401) 440 - 1641 acchsh@r.postjobfree.com
EDUCATION
BROWN UNIVERSITY
Master of Science in Biostatistics Expected May 2014
Science Master in Applied Mathematics Expected May 2014
Academics: 4.0 GPA including Computational Probability and Statistics, Mathematical Statistics, Theory of Probability.
Honors: Experimental Program to Stimulate Competitive Research Fellowship (top 7 from RI funded by NSF and NASA,
2011-2012), Brown Institute for Brain Science Graduate Research Award (top 4 from Brown University, 2012-2013)
Leadership: Vice president of Brown CSSA, Member of PKUAA-NE Executive Team
Thesis: Discriminant Analysis Based on Network Structure with an Application to fMRI Data Analysis
PEKING UNIVERSITY Beijing, China
Bachelor of Science in Statistics May 2010
Academics: 3.7 GPA including Time Series, Measure Theory, Numerical Analysis, Pattern Recognition.
Honors: Meritorious Winner in ICM and MCM (top 100 worldwide, 2008-2010), National Scholarship (top 1 in class,
2008), Outstanding Graduate in Beijing (top 5%, 2010)
Leadership: Supervisor of Printed Results Distribution (Beijing 2008 Olympic Games and 2007 Testing Games)
Thesis: Etiologic Diagnosis of Lower Respiratory Tract Bacterial Infections Using Sputum Samples and Quantitative
Loop-Mediated Isothermal Amplification PLoS ONE 7(6): e38743. doi:10.1371/journal.pone.0038743
RESEARCH
Discriminant Analysis Based on Network Structure with an Application to fMRI Data Analysis Providence, RI
Proposed predictive modeling techniques analyzing large data sets with network structure 2013-2014
Developed a numerical optimization algorithm based on alternating direction method of multipliers
Coded in R language, submitting to JRSSB
Empirical Bayes Analysis of RNA-seq without Replicates for Multiple Conditions Providence, RI
Developed a new Bayesian hierarchical model to detect differential expression 2012-2014
Maximized a posteriori (MAP) point estimation (Built R package EBA)
Presented at 2013 Rhode Island SURF Conference, 2013 ENAR, Brown University PHP Research Day
A study of biases of DNA copy number estimation based on PICR model Beijing, China
Bigmemory Project in R (software) File Preprocessing
Published on Frontiers of Mathematics in China, Volume 6, Number 6, 1203-1216, DOI: 10.1007/s11464-011-0125-x
Other packages and publications
Multivariate Longitudinal Subpopulation Discriminant Analysis (MATLAB)
R package SAE for analyzing spatial data
Type-B RR genes' expression associated with Cytokinins and Cytokinin Biosynthesis Genes in Poplar (Populus tomentosa)
(submitted to PLoS, Funded by National Natural Science Foundation of China, R)
The n-Coalescent, Simulation and the Coalescent as the inverse of branching process
EXPERIENCE
China Galaxy Securities Co Ltd - Intern-Investment Banking Department Beijing, China, Mar 2010 - May 2010
Released VBA valuation tool for mining right to all analysts at firm and significantly increasing information productivity
Conducted research on Cross-border M&A of Chinese enterprise
New Oriental Education & Tech Grp (ADR) - Intern-International Test Department Beijing, China, Jan 2010 – Feb 2010
Streamlined the opening ceremony of TOEFL Winter Camp and reviewed Advanced Placement Statistics Exam Prep Class
TECHNICAL SKILLS & TEACHING
Expertise in R, Matlab, VBA, WinBUGS, STATA, LATEX, Lingo and C in both PC and UNIX/Linux
SAS Certificated Advanced Programmer for SAS9
Taught Multi-Level Regression Models, Bioinformatics, Data Structures and Mathematical Statistics