Dingxi Qiu
Assistant Professor
McArthur Engineering Building, Room 276
University of Miami
P.O. Box 248294
Coral Gables, FL 33124-0620
(305) 284 2371
dingxi@miami.edu
EDUCATION
TEACHING
RESEARCH
PUBLICATIONSTEACHING
HONORS
PROFESSIONAL ORGANIZATIONS
Ph.D. Industrial Engineering & Management Sciences, Northwestern University, 2007
M.S. Industrial Engineering, University of Alabama
M.S. Systems Engineering, Nanjing University of Science & Technology
B.S. Statistics, Nanjing University of Science & Technology
TEACHING:
IEN 310 Introduction to Engineering Probability
RESEARCH:
Applied Statistics, Data Mining, Simulation, Quality Engineering
PUBLICATIONS:
Dingxi Qiu, Ajit C. Tamhane 2007, “A Comparative Study of the K-means Algorithm and the Normal Mixture Model for Clustering: Univariate Case”, Journal of Statistical Planning and Inference, 137, 3722-3740.
Dingxi Qiu, Edward C. Malthouse, “Cluster Analysis with Latent Class Model”, book chapter for “Encyclopedia of Data Warehousing and Mining (2nd Edition)”, Accepted for publication.
WORKING PAPERS
Ajit C. Tamhane, Dingxi Qiu, Bruce E. Ankenman, “Latent Class Analysis for Clustering Multivariate Correlated Bernoulli Data”, under revision.
Edward C. Malthouse, Dingxi Qiu, “Quantifying the Indirect Effects of a Marketing Contact”, submitted for publication.
Dingxi Qiu, “A Comparative Study of the K-means Algorithm and the Normal Mixture Model for Clustering: Bivariate Homoscedastic Case”, working paper.
PROFESSIONAL ORGANIZATIONS:
Institute for Operations Research and Management Sciences (INFORMS)
American Statistical Association (ASA)
Direct Marketing Educational Foundation (DMEF)
