
Elaine L. Zanutto
Assistant Professor, Department of Statistics
The Wharton School, University of Pennsylvania
466 Jon M. Huntsman Hall , 3730 Walnut Street
Philadelphia, PA 19104
215-898-8231
zanutto@wharton.upenn.edu
Course Links:
Sample Survey Methods, Stat920 (Wharton
webcafe site -- password needed)
Statistical Inference, Stat431
(Wharton webcafe site---password needed)
Education:
Ph.D. in Statistics, 1998 Harvard University
A.M. in Statistics, 1995, Harvard University, Statistics
M.Sc. in Statistics, 1993, Carleton University, Ottawa, Canada
B.A. in Mathematics and Statistics, 1991, Carleton University, Ottawa,
Canada
Curriculum Vitae: .pdf file
Summary of my Research and
Teaching: .pdf file
Articles in Refereed Journals
Copyright notice: Although several
publications
and conference manuscripts are made available through this page,
copyright
laws apply. In general, copyright for publications resides with the
publisher,
and copyright for conference papers resides with the author(s). You may
print
one copy for personal use. For any other reproduction or distribution,
please
contact copyright holder.
- Zanutto, E. and Zaslavsky, A.M. "A Model for Estimating and
Imputing Nonrespondent Census Households under Sampling for Nonresponse
Follow-up." To appear in Survey Methodology (accepted January
2006).
- Zanutto, E.L. and Bradlow, E. (2006, to appear). "Data
Pruning
in Consumer Choice Models." Quantitative Marketing and Economics
(accepted July 2005). [pdf
file]
- Zanutto, E.L. (2006) "A Comparison of Propensity Score
and Linear Regression Analysis of Complex Survey Data." Journal
of
Data Science, 67-91. [pdf
file]
- Chiu, W.F., Yucel, R.M., Zanutto, E.L., and Zaslavsky, A.M.
(2005). "Using Matched Substitutes to Improve Imputations for
Geographically Linked
Databases." Survey Methodology, 31:65-72. [pdf file]
- Reiter, J., Zanutto, E., and Hunter, L. (2005). "Analytical
Modeling
in Complex Surveys of Work Practices." Industrial and Labor
Relations
Review, 59:82-100. [pdf file]
- Zanutto, E., Lu, B., and Hornik, R. (2005). "Using Propensity
Score Subclassification for Multiple Treatment Doses to Evaluate a
National Anti-Drug
Media Campaign." Journal of Educational and Behavioral Statistics, 30:
59-73. [pdf file]
- Yanovitzky, I., Zanutto, E., and Hornik, R. (2005).
"Estimating
Causal Effects of Communication Campaigns Using Propensity Scores."
Evaluation and Program Planning, 28:209-220. [pdf file]
- Rubin, D.B, Stuart, E. A., and Zanutto, E.L. (2004). "A Potential
Outcomes
View of Value-Added Assessment in Education." Journal of Educational
and Behavioral
Statistics, 29:103-116.[pdf
file]
- Ten Have, T.R., Elliott, M., Joffe, M., Zanutto, E., and
Datto,
C. (2004). "Causal Models for Randomized Physician Encouragement Trials
in
Treating Primary Care Depression." Journal of the American Statistical
Association,
99:16-25. [pdf file]
- Leow, C., Marcus, S., Zanutto, E., and Boruch, R. (2004).
"Effects
of Advanced Course-Taking on Math and Science Achievment: Addressing
Selection
Bias Using Propensity Scores." American Journal of Evaluation,
25:461-478. [pdf file]
- Thatcher, S.M.B., Jehn, K.A., and Zanutto, E. (2003). "Cracks in
Diversity
Research: The Effects of Faultines on Conflict and Performance." Group
Decision
and Negotiation, 12:217-241.[pdf file]
- Zanutto, E. and Zaslavsky, A.M. (2002). "Using Administrative
Records to Improve Small Area Estimation: An Example from the U.S.
Decennial Census."
Journal of Official Statistics, 18:559-576.[pdf file]
- Lu, B., Zanutto, E., Hornik, R. and Rosenbaum, P. (2001).
"Matching with Doses in an Observational Study of a Media Campaign
Against Drug Abuse." Journal of the American Statistical
Association, 96:1245-1253. [pdf file]
Articles Submitted to Refereed Journals
- Zanutto, E., Bezrukova, K., and Jehn, K. "Measuring Group
Faultline Strength and Distance." Revision under review by
Organizational Research Methods (first submitted November 2005,
revision submitted March 2006).
- Bezrukova, K., Jehn, K., Zanutto, E., and Thatcher, S.M.B. "Do
Workgroup Faultlines Help or Hurt? The Role of Distance and Shared
Identity on Individual Outcomes." Under revision for Organizational
Science (first submitted July 2005).
Book Chapters
- Hill, J.L., Reiter, J.P., and Zanutto, E.L. (2004) . "A
Comparison
of Experimental and Observational Data Analyses," in Applied Bayesian
Modeling
and Causal Inference From an Incomplete-Data Perspective, edited by A.
Gelman
and X.-L. Meng, New York: John Wiley, 44-56. [pdf file]
- Zanutto, E., and Zaslavsky A.M. (2002). "Using Administrative
Records to Impute for Nonresponse," in Survey Nonresponse, edited by R.
Groves, D.A.
Dillman, R.J.A. Little, and J. Eltinge, New York: John Wiley,
403-415. [pdf
file]
- Rubin, D.B., and Zanutto, E. (2002). "Using Matched Substitutes
to Adjust for Nonignorable Nonresponse through Multiple Imputations,"
in Survey Nonresponse, edited by R. Groves, D.A. Dillman, R.J.A.
Little, and J. Eltinge,
New York: John Wiley, 389-402. [pdf file]
- Zanutto, E., and Gelman, A. (2001). "Analysis of Large-Scale
Social Surveys," in International Encyclopedia of the Social and
Behavioral Sciences, edited by N.J. Smelser and P.B. Baltes, Elsevier. [pdf file]
Other Selected
Publications
- Hornik,
R., Maklan, D., Judkins, D., Cadell, D., Yanovitzky, I., Zador, P., Southwell, B., Mak, K., Das, B.,
Prado,
A., Barmada, C., Jacobsohn, L., Morin, C., Steele, D., Baskin, R., and
Zanutto,
E. (2001). “Evaluation of the National Youth Anti-Drug Media Campaign,
Second
Semi-Annual Report of Findings” (delivered to National Institute on
Drug
Abuse, National Institutes of Health). Rockville, MD:
Westat. [full
report] [evaluation website]
- Hornik,
R., Maklan, D., Cadell, D., Prado, A., Barmada, C., Jacobsohn, L.,
Orwin,
R., Sridharan, S., Zador, P., Southwell, P., Zanutto, E., Baskin, R.,
Chu,
A., Morin, C., Taylor,
K., and Steele, D. (2002a). “Evaluation of the National Youth Anti-Drug
Media
Campaign, Fourth Semi-Annual Report of
Findings” (delivered to National Institute on Drug Abuse, National
Institutes of Health). Rockville,
MD: Westat. [full
report] [evaluation website]
- Hornik,
R., Maklan, D., Cadell, D., Henry-Barmada, C., Jacobsohn, L., Prado,
A.,
Romantan, A., Orwin, R., Sridharan, S., Zanutto, E., Baskin, R., Chu,
A.,
Morin, C., Taylor,
K., and Steele, D. (2002b). “Evaluation of the National Youth Anti-Drug
Media
Campaign, Fifth Semi-Annual Report of Findings” (delivered to National
Institute
on Drug Abuse, National Institutes of Health). Rockville, MD:
Westat. [full
report] [evaluation website]
SAS
code for Faultline Calculations
can be found on my co-author's, Katerina
Bezrukova, site.
Links to my colleagues at the Wharton
Statistics
Department
and our students