- Stuart, E.A., Perry, D.F., Le, H-N., and Ialongo, N.S. (in press). Estimating intervention effects of prevention programs:
Accounting for noncompliance. Forthcoming in Prevention Science. [PDF]
- Stuart, E.A. and Rubin, D.B. (in press) Matching with multiple
control groups and adjusting for group differences. Forthcoming in Journal of Educational and
Behavioral Statistics. Online early access doi:10.3102/1076998607306078. [Abstract,
PDF]
- Ho, D.E., Imai, K., King, G., and Stuart, E.A. (in press). MatchIt: Nonparametric preprocessing for parametric causal inference. Forthcoming in
Journal of Statistical Software.[Webpage]
- Stuart, E.A. (in press). Developing practical recommendations for the use of propensity scores: Discussion of “A critical appraisal of propensity
score matching in the medical literature between 1996 and 2003” by Peter Austin, Statistics in Medicine. Forthcoming in Statistics in Medicine.
DOI: 10.1002/sim.3150.
- Harder, V.S., Stuart, E.A., and Anthony, J. (in press). Adolescent cannabis problems and young adult depression: Male-female stratified propensity score
analyses. Forthcoming in American Journal of Epidemiology.
- Miech, R., Azur, M., Patterson, T., Jowers, K., Goldstein, A.B., Stuart, E.A., Walrath, C., and Leaf, P.J. (2008). The potential to reduce mental health
disparities through the Comprehensive Community Mental Health Services for Children and Their Families Program.
Journal of Behavioral Health Services \& Research 35(3): 253-264.
- Crum, R.M., Green, K.M., Storr, C.L., Chan, Y-F., Ialongo, N., Stuart, E.A., and Anthony, J.C. (2008).
Depressed mood in childhood and subsequent alcohol use through adolescence and young adulthood. Archives of General Psychiatry 65(6): 702-712.
[Journal page]
- Salkever, D.S., Johnston, S., Karakus, M.C., Ialongo, N.S., Slade, E.P., and Stuart, E.A. (2008). Enhancing the Net Benefits of Disseminating
Efficacious Prevention Programs: A Note on Target Efficiency with Illustrative Examples. Administration and Policy in Mental Health and Mental
Health Services Research. Online early access, March 16, 2008. DOI 10.1007/s10488-008-0168-9.
- McConnell, S., Stuart, E.A., and Devaney, B. (2008). The truncation by death problem: What do in an experimental
evaluation when the outcome is not always defined. Evaluation Review 32(2): 157-186.
- Stuart, E.A., and Green, K.M. (2008). Using Full Matching to Estimate Causal Effects in Non-Experimental Studies:
Examining the Relationship between Adolescent Marijuana Use and Adult Outcomes. Developmental Psychology 44(2): 395-406.
- Imai, K., King, G., and Stuart, E.A. (2008). Misunderstandings between experimentalists and observationalists about causal inference.
Journal of the Royal Statistical Society, Series A 171: 481-502.
[PDF].
- Slade, E.P., Stuart, E.A., Salkever, D.S., Karakus, M., Green, K.M., and Ialongo, N. (2008). Impacts of age of onset of substance use
disorders on risk of adult incarceration among disadvantaged urban youth: A propensity score matching approach. Drug and Alcohol Dependence 95:
1-13.
- Ho, D.E., Imai, K., King, G., and Stuart, E.A. (2007) Matching as nonparametric preprocessing for reducing model
dependence in parametric causal inference. Political Analysis 15(3): 199-236. Winner of Warren Miller
Prize for best paper published in Volume 15 of Political Analsis. [
Abstract,
PDF
]
- Stuart, E.A. (2007). Estimating causal effects using school-level datasets. Educational Researcher 36: 187-198.
[Abstract, PDF].
- Stuart, E.A. and Rubin, D.B. (2007). Best Practices in Quasi-Experimental Designs: Matching methods for causal
inference. Chapter 11 (pp. 155-176) in Best Practices in Quantitative Social Science. J. Osborne (Ed.). Thousand Oaks, CA: Sage Publications.
[Book Webpage]
- Cook, S.R. and Stuart, E.A. (2007). Discussion of Dominici et al. "Does the effect of micronutrient supplementation
on neonatal survival vary with respect to the percentiles of the birth weight distribution?".; Bayesian Analysis 1(5): 33-38.
- Rubin, D.B. and Stuart, E.A. (2006)
Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions.
The Annals of Statistics 34(4); 1814-1826. [PDF]
- McCaffrey, D., Stuart, E.A., Rubin, D.B., and Zanutto, E.L. (2006) Design
and Implementation of Case-Control Matching to Estimate the Effects
of Value-Added Assessment. Paper prepared for the American Educational Research Association Annual
Meeting, April 2006.
- Rubin, D.B. and Stuart, E.A. (2005). Matching with
multiple control groups and adjusting for group differences. 2005 Proceedings of the
American Statistical Association , Section on Health Policy Statistics [CD-ROM]. Alexandria, VA: American
Statistical Association.[PDF]
- 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 (1): 103-116.
- Stuart, E.A. (2003) Propensity scores. Encyclopedia of Social
Science Research Methods. Lewis-Beck, M., Bryman, A.E., and Liao,
T.F. (Eds.) Thousand Oaks, CA: Sage Publications.
- Stuart, E.A. and Judson, D.H. (2003) An empirical evaluation of the use
of administrative records to predict census day residency.
2003 Proceedings of the American Statistical Association , Section on Government Statistics [CD-ROM].
Alexandria, VA: American Statistical Association. [PDF]
- Asher, J., Fienberg, S.E., Stuart, E.A. and Zaslavsky, A.M. (2003). Inferences
for finite populations using multiple data sources with different reference
times. Proceedings of Statistics Canada Symposium 2002:
Modelling Survey Data for Social and Economic Research. Ottawa, ON: Statistics Canada.
- Stuart, E.A. and Zaslavsky, A.M. (2002) Using administrative records to
predict census day residency. Case Studies in Bayesian Statistics,
Volume VI, Gatsonis, C., Kass, R.E., Carriquiry, A., Gelman,
A., Higdon, D., Pauler, D.K., Verdinelli, I. (Eds.) New York: Springer, 335-349. [PDF]
- Stuart, E.A. and Zaslavsky, A.M. (2001) Using administrative records to
predict census day residency. 2001 Proceedings of the American Statistical Association .
Alexandria, VA: American Statistical Association. [PDF]
- Devaney, B. and Stuart, E.A. (1998). Eating Breakfast: Effects of the School Breakfast Program. Family Economics and Nutrition
Review 11(4).
Multiple imputation documentation
- Azur, M., Frangakis, C., and Stuart, E.A. (2008). Disparities Among Children Served by the CMHS Children’s Services Program:
Overview of Multiple Imputation and Using Multiply Imputed Data. General documentation on creating and using multiply imputed data.
[PDF]
- Azur, M., Frangakis, C., and Stuart, E.A. (2007). Disparities Among Children Served by the CMHS Children’s Services Program:
Multiply Imputed Data Toolkit. Detailed documentation for users of the CMHS Children's Health Program multiply imputed data.
[PDF]
Software
Project Reports
- Cody, S., Schirm, A., Stuart, E., Castner, L., and Zaslavsky, A. (2008). Sources of variation in state-level food stamp participation
rates. Report submitted to the U.S. Department of Agriculture Economic Research Service. Washington, DC: Mathematica Policy Research, Inc.
[Webpage]
- McConnell, S., Stuart, E.A., Fortson, K., Decker, P., Perez-Johnson,
I., Harris, B., and Salzman, J. (2006). Managing Customers
Training Choices: Findings from the Individual Training Account
Experiment. Report submitted to the U.S. Department of Labor,
Employment and Training Administration. Washington, DC: Mathematica
Policy Research, Inc. [Webpage]
- Torgesen, J., Myers, D., Schirm, A., Stuart, E., Vartivarian, S.,
Mansfield, W., Borhnstedt, G., Stancavage, F., Durno, D., Javorsky,
R., and Haan, C. (2006). Closing the reading gap: First-year
findings from a randomized trial of four reading interventions for
striving readers. Report submitted to Congress by the Department
of Education, Institute of Education Sciences. Washington, DC:
Mathematica Policy Research, Inc. [Webpage]
- Stuart, E., Olsen, R., Schirm, A., Young, J., and DesRoches, D.
(2006). The impacts of regular Upward Bound on postsecondary
educational activities within 4-6 years after scheduled high school
graduation. Draft report submitted to the U.S. Department of
Education, Policy and Program Studies Service. Washington, DC:
Mathematica Policy Research, Inc.
- Schirm, A., Stuart, E., and McKie, A. (2006). The Quantum
Opportunity Program Demonstration: Final Impacts. Draft report
submitted to the U.S. Department of Labor, Employment and Training
Administration. Washington, DC: Mathematica Policy Research, Inc.
[Webpage]
- Stuart, E.A. Estimating School-Level Causal Effects Using School-Level Data Sets. Invited
paper presented at the National Academy of Sciences Board on Testing
and Assessment's Symposium on the Use of School-level Data. Washington, DC: National Academy of Sciences.
- Stuart, E.A. and Zaslavsky, A.M. (2005). Using administrative
records to predict residency: Final Report. Submitted to the U.S.
Bureau of the Census.