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Statistics: Papers
| Jank, W. and Shmueli, G. "Modeling
Concurrency of Events in Online Auctions via Spatio-Temporal
Semiparametric Models", Journal of Royal Statistical Society,
Series C (Applied Statistics), accepted. |
| Wang, S., Jank W., and Shmueli, G., "Explaining
and Forecasting Online Auction Prices and their Dynamics using
Functional Data Analysis", Journal of Business and Economic
Statistics, accepted. |
| Hyde, V., Jank W., and Shmueli, G., (2006) "Investigating
Concurrency in Online Auctions Through Visualization", The
American Statistician , vol. 60, no. 3, pp. 241-250. |
| Jank W., and Shmueli, G., (2006) "A
Special Issue on Statistical Challenges and Opportunities in
Electronic Commerce Research", Statistical Science , vol.
21, no. 2, pp. 113-115. |
| Jank W., and Shmueli, G., (2006) "Functional
Data Analysis in Electronic Commerce Research", Statistical
Science, vol. 21, no. 2, pp. 155-166. |
| Jank W., Shmueli, G., and Wang, S. (2006) "Dynamic,
Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining. |
| Shmueli, G., Jank W, and Bapna, R. (2005), "Sampling
eCommerce Data from the Web: Methodological and Practical Issues,"
2005 Proceedings of the American Statistical Association,
Statistical Computing Section [CD-ROM], Alexandria , VA : American
Statistical Association. |
| Shmueli, G., Jank, W , Aris, A., Plaisant C., and
Shneiderman, B., (2006) "Exploring
Auction Databases through Interactive Visualization",
Decision Support Systems, vol. 42., no. 3, pp. 1521-1538. |
| Jank W, Shmueli G, Plaisant C, and Shneiderman B
(2006) “Visualizing
Functional Data with an Application to eBays Online Auctions.”
Handbook on Computational Statistics on Data Visualization, Eds:
Chen, Haerdle and Unwin, Springer Verlag, Heidelberg, to appear. |
| Shmueli, G. and Jank W.,
“Modeling
the Dynamics of Online Auctions: A Modern Statistical Approach”,
in Kauffman, R., and Tallon, P.
Economics, Information Systems and
Ecommerce Research II: Advanced Empirical Methods,
part of Advances in Management
Information Systems Series,
M.E. Sharpe, Armonk, NY. (forthcoming 2005) |
| Shmueli, G. and Jank W.,
“Visualizing
Online Auctions”, Journal
of Computational and Graphical Statistics,
vol. 14, no. 2, pp. 299-319. |
| Aris, A., Shneiderman, B., Plaisant, C., Shmueli,
G., Jank, W., (2005), "Representing
Unevenly-Spaced Time Series Data for Visualization and Interactive
Exploration", in Lecture Notes in Computer Science, vol
3585, Human-Computer Interaction - INTERACT 2005: IFIP TC13
International Conference, Rome, Italy, September 12-16, 2005. |
Working Papers
| Jank, W. and Shmueli, G. (2005) "Profiling
Price Dynamics in Online Auctions Using Curve Clustering",
Working Paper, RHS-06-004, Robert H Smith School, University of
Maryland |
| Bapna,
R.., Jank, W. and Shmueli, G., “Consumer
Surplus in Online Auctions” (2005) |
| Bapna, R., Jank, W. and Shmueli, G. (2004) "Price
Formation and its Dynamics in Online Auctions", Working Paper,
RHS-06-003, Robert H Smith School, University of Maryland |
| Shmueli, G., Russo, R. P., Jank, W. (2004) "Modeling
Bid Arrivals in Online Auctions", Working Paper, RHS-06-001,
Robert H Smith School, University of Maryland |
| Shmueli, G., Russo,
R.P., and Jank, W "The
BARISTA: A model for Bid Arrivals in Online Auctions" (2005) |
| Wang, S., Jank W., and
Shmueli, G., "Forecasting
eBay's Online Auction Prices using Functional Data Analysis"
(2005) |
| Shmueli, G., Jank, W., and Hyde, V., "Transformations
for Semi-Continuous Data", SUPPLAMENTARY GRAPHS:
LNormMaxBinHists.pdf,
NormMaxBinHists.pdf,
WeibullMaxBinHists.pdf ,
SurplusMaxBinHists.pdf |
Student Papers
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