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肖韬(统计)

来源:数学与统计学院     作者:     时间:2016/9/19 9:36:28  0次

肖韬

Email: taoxiao AT szu.edu.cn 

当前研究领域: 

大数据环境下的在线广告市场营销建模,Health Informatics, Threshold Regression,基于深度学习的模式识别

 

EDUCATION

Ph. D, Biostatistics and Data Mining, The Ohio State University, December 2015

M.S., Statistics, The Ohio State University, August 2013

M.S., Biostatistics, The Ohio State University, March 2008

B.S., Electrical Engineering, Yanshan University, July 2002

 

 

PUBLICATIONS

 

Xiao T, Whitmore GA, He X, and Lee MLT. The R Package threg to Implement Threshold Regression Model, Journal of Statistical Software , 2015, Vol. 66: 8

 

Guth T, Ludlow A, Witkowski S, Lima L, Marshall M, Venezia A, Xiao T, Lee M-LT, Spangenburg E, and Roth S. Sex-specific Effects of Exercise Ancestry on Metabolic, Morphological, and Gene Expression Phenotypes in Multiple Generations of Mouse Offspring, Experimental Physiology, 2013, Vol. 98: 10.

 

Xiao T, Whitmore GA, He X, and Lee MLT. Threshold regression for time-to-event analysis: The stthreg package, Stata Journal, 2012, Vol. 12: 2.

 

Hunter MP, Ismail N, Zhang X, Aguda BD, Lee EJ, Yu L, Xiao T, Schafer J, Lee M-LT, Schmittgen TD, Nana-Sinkam SP, Jarjoura D, and Marsh C. Detection of microRNA Expression in Human Peripheral Blood Microvesicles, PLoS ONE, 2008, Vol. 3: 11, e3694

 

Zhang Y, Bertolino A, Fazio L, Blasi G, Rampino A, Romano R, Lee M-LT, Xiao T, Papp A, Wang D, and Sadée W, “Novel polymorphisms in the human dopamine D2 receptor gene affect gene expression, splicing, and neuronal activity during working memory”, Proceedings of the National Academy of Sciences, USA, 2007, 104: 20552-20557.

 

 

TEACHING ACTIVITIES

Instructor (Fall 2013, Fall 2008) 

Department of Biostatistics, University of Maryland, College Park, MD

· Taught a graduate-level core course: EPIB 650 – Biostatistics (64 graduate students enrolled).

 

SAS Instructor (Spring 2009, Spring 2011)

Department of Biostatistics, University of Maryland, College Park, MD

· Taught SAS programming for a graduate-level core course: EPIB 653 – Applied Survival Analysis (the course instructor was Dr. Mei-Ling Ting Lee).

 

Graduate Teaching Associate (Winter 2012, Spring 2012, Fall 2012, Spring 2013)

Division of Biostatistics, The Ohio State University, Columbus, OH

· PUBH-BIO 606 – Applied Logistic Regression, by Dr. Stanley Lemeshow

· PUBH-BIO 605 – Survival Analysis I, by Dr. Hong Zhu

· PUBH-BIO 703 – A Problem-Oriented Approach to Biostatistics, by Dr. Michael Pennell

· PUBH-BIO 6212 – Regression Methods for the Health Sciences, by Dr. Michael Pennell

· PUBH-BIO 7235 – Applied Survival Analysis, by Dr. Hong Zhu

· PUBH-BIO 6201 – PEPBiostat 2, by Dr. Scott Linder

· PUBH-BIO 6270 – SAS Programming, by Dr. Chris Sroka

· PUBH-BIO 8230 – Advanced Longitudinal Data Analysis, by Dr. Abigail Shoben

 

WORK EXPERIENCE

Assistant Professor (Sep 2015 – Present)

Employer: Shenzhen University College of Mathematics and Statistics

 

Data Scientist (Mar 2014 – Oct 2014)

Employer: Merkle Inc.

· Database marketing consulting for insurance companies with state-of-the-art prediction models.

 

Statistician/Researcher (Aug 2013 – Mar 2014)

Employer: Joint Program in Survey Methodology (JPSM), University of Maryland, College Park, MD

· Statistical modeling and research on survey sampling design on time-to-event data.

 

 

Biostatistician (Aug 2008 – Nov 2011)

Employer: Biostatistics and Risk Assessment Center, University of Maryland, College Park, MD

· Served as a statistician/consultant on various research projects on genetics, survival analysis, sample size and power considerations, etc.

· Developed statistical software packages in STATA, R and SAS, for the threshold regression methodology.

· Developed the database management system in Visual Basic 6.0 for a national study, the Trial of Activity for Adolescent Girls (TAAG).

 

Graduate Research Associate (Jun 2006 – Aug 2008)

Division of Biostatistics, The Ohio State University, Columbus, OH

· Conducted statistical analyses for biomedical research projects, such as building optimal logistic regression and segmentation models from huge sets of variables.

· Data management and statistical programming using STATA, R and SAS.

· Researched on threshold regression methods for survival analysis.

  

Graduate Research Associate (Jun 2006 – Jan 2007)

Department of Computer Science and Engineering, The Ohio State University, Columbus, OH

· Developed pattern recognition software using Visual C++ 6.0.

 

Software Engineer (Sep 2002 – Feb 2004)

Employer: Ozone Technology Co. Limited, Shenzhen, China.

· Developed hardware control and communication software using Visual C++ 6.0.

 

Student Researcher (Oct 2001 – Jul 2002)

Department of Electrical Engineering, Yanshan University, Qinhuangdao, China

· Conducted independent research and wrote Bachelor’s thesis on Image Compression based on wavelet transformation and develop related image compression software using Visual C++ 6.0.

 

Part-time Software Developer (Nov 1998 – Nov 2000)

Computer Network Center, Yanshan University, Qinhuangdao, China

· Developed three database systems:

o Sports Meeting Data Management System in World Wide Web, using PHP4 and Mysql database in Turbo Linux 6.0 operating system.

o Work Attendance Data Management System in local area network, using Visual Basic 6.0, ASP and SQL Server 7.0 database in Windows NT operating system.

o University Intranet Account Management System, using Visual Basic 6.0 and Access database in Windows NT operating system.

 

 

RESEARCH PRESENTATIONS

· Joint Statistical Meeting, Boston, MA, August, 2014.

· ENAR of the International Biometric Society 2014 Spring Meeting, Baltimore, MD, March, 2014

· Joint Statistical Meeting, San Diego, CA, August, 2012.

· Stata Conference, Washington DC, July, 2009.

 

CERTIFICATION

SAS Certified Advanced Programmer (March 2005)

SAS Certified Base Programmer (December 2004)

 

 

 

COMPUTER LANGUAGE PROFICIENCY

· SAS, STATA, R, SQL, Visual Basic/VBA, C++, C# (in .Net), PHP, ASP, MATLAB.


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