Bibliography
"Research Dilemmas With Behavioral Big Data", Big Data, vol. 5, issue 2, pp. 98-119, 2017.
, "Review of "Fundamentals of Clinical Trials, 4th edition" by Friedman, Furberg, and Demets", Journal of the American Statistical Association (JASA), vol. 107, issue 497, 2012.
Book review JASA Clinical Trials.pdf (45.32 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Run Length Distribution for Control Charts with Runs Rules", Communications in Statistics - Theory & Methods, vol. 32, issue 2, pp. 475-495, 2003.
CIS published version.pdf (295.77 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Run Related Probability Functions Applied to Sampling Inspection", Technometrics, vol. 42, issue 2, pp. 188-202, 2000.
RunsTechnometrics2000.pdf (1.13 MB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Smoothing Sparse and Unevenly-Sampled Curves using Semiparametric Mixed Models: An Application to Online Auctions", Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 57, issue 2, pp. 127-148, 2008.
JRSSC.57.2 (2008) 127-148.pdf (1.39 MB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"A special issue on: Actual impact and future perspectives on stochastic modelling in business and industry", Applied Stochastic Models in Business and Industry, vol. 31, issue 1, pp. 1-2, 2015.
, "A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research", Statistical Science, vol. 21, issue 2, pp. 113-115, 2006.
, "Statistical Challenges Facing Early Outbreak Detection in Biosurveillance", Technometrics (Special Issue on Anomaly Detection), vol. 52, issue 1, pp. 39-51, 2010.
Previous version ("Statistical Challenges in Modern Biosurveillance") (381.03 KB)
Published Version (751.05 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Statistical Issues and Challenges Associated with Rapid Detection of Bio-terrorist Attacks", Statistics in Medicine, vol. 24, issue 4, pp. 513-29, 2005.
FienbergShmueli-SIM-2005.pdf (122.99 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"System-Wide Probabilities for Systems with Runs and Scans Rules", Methodology and Computing in Applied Probability, vol. 4, pp. 401-419, 2003.
Mcap_5118753.pdf (989.79 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"To Explain or To Predict?", Statistical Science, vol. 25, issue 3, pp. 289-310, 2010.
Stat Science published.pdf (293.36 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"To Explain or To Predict?", Working Paper (RHS 06-099) Smith School of Business, University of Maryland, 2009.
, "Too Big To Fail: Large Samples and the P-Value Problem", Information Systems Research, vol. 24, issue 4, pp. 906-917, 2013.
Article (269.29 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Transformations for Semi-Continuous Data", Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008.
CSDA-semiContinuousData.pdf (1.51 MB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data", MIS Quarterly, vol. 40, issue 4, pp. 819-848, 2016.
, "A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data", MIS Quarterly, vol. 40, issue 4, pp. 819-848, 2016.
, "A Tree-Based Semi-Varying Coefficient Model for the COM-Poisson Distribution", Journal of Computational and Graphical Statistics, vol. 29, issue 4, pp. 827-846, 2020.
JCGS 2020 Chatla Shmueli Tree based Semi-Varying Coefficient Model for CMP.pdf (4.29 MB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"A Unified Markov Chain Approach for Computing the Run Length Distribution in Control Charts with Simple or Compound Rules", Statistics & Probability Letters, vol. 65, issue 4, pp. 457-466, 2003.
StatProbLettersPaper.pdf (246.79 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"A Useful Distribution for Fitting Discrete Data: Revival of the COM-Poisson", Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 54, issue 1, pp. 127-142, 2005.
JRSS-COM-Poisson.pdf (278.49 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
"Visualizing Online Auctions", Journal of Computational and Graphical Statistics, vol. 14, issue 2, pp. 299-319, 2005.
JCGS Visualizing Online Auctions.pdf (923.45 KB)
, ![application/pdf PDF icon](/modules/file/icons/application-pdf.png)