Topics
Software/Simulat.
Bibliography
Meetings
Funding
Publications
Presentations
Unpublished
Papers
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Publications- Published/In Press
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Li, W., Stanek, E.J. III, and Bertone-Johnson, E.R. (2008). Should adjustement for covariates be used in prevalence estimations? Epidemiologic Perspectives and Innovations 5(2) doi:10.1186/1742-5573-5-2. (pdf 304k)
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Stanek, E.J. III and Singer, J.D. (2008) Predicting random effects with an Expanded Finite Population Mixed Model, in press in Journal of Statistical Planning and Inference (28pp. c07ed47v6.doc, pdf 193k )
(see Details)
Lencina, V., Singer, J.M., and Stanek, E.J.III. (2007) "What is the mixed model controversy?: reply to J.A. Nelder" , International Statistical Review. (pdf 81k)
San Martino, S., Singer, J.D.M., and Stanek, E.J. III. (2007) "Performance of balanced two-stage empirical predictors of
realized cluster latent values from finite populations: A simulation study," Comput. Statist. Data Anal. (2007), doi: 10.1016/j.csda.2007.07.013. (pdf 705k) (figs 746k) (SAS
codes 13k) |
Lencina, V., Singer, J.M., and Stanek, E.J.III. (2005) "Much
ado about nothing: the mixed models controversy revisited",
International Statistical Review. 73:9-20. (pdf
134k ) (fig1
17k; fig2
17k; fig3
17k; fig4
17k)
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Stanek, E.J.III and Singer, J.M. (2004). "Predicting Random
Effects from Finite population clustered samples with response error,"
Journal of the American Statistical Association, 99(468):pp1119-1130. (pdf
277k )
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Stanek, E.J.III (2004) Predicting Random Effects in Group Randomized
Trials, Encyclopedia of Group Randomized Trials, in press (pdf
198k)
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Stanek, E.J. III (2004) Final Report: Improving Analysis Methods for Cluster Randomized Primary Prevention Trials (5R01-HD36848) (pdf 218k) 18 pages.
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Stanek, E.J. III, Singer, J.M. and Lencina, V.B. (2004).
"A unified approach to estimation and prediction under simple
random sampling." Journal of Statistical Planning and Inference,
121:325-338. (pdf
267k)
(see Details )
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Lu, J. (2004). Estimating parameters when considering the unobserved units as missing values in simple random sampling. Master of Science Thesis, Department of Biostatistics and Epidemiology, University of Massachusetts, Amherst (pdf 420k)
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Li, W. (2003). Use of Random Permutation Model in Rate Estimation and Standardization, Ph.D. Thesis, Department of Biostatistics and Epidemiology, University of Massachusetts, Amherst (pdf 967k)
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Stanek, Well & Ockene (1999) : "Why Not Rutinely Use Best Linear
Unbiased predictors (BLUPs) as Estimates of Cholesterol, Per Cent
Fat from Kcal and Physical Activity ?" Statistics in Medicine 18. Abstract : Paper
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Publications- In Press
Lu, J., Stanek, E.J. III, and Puleo, E. (2010) “Estimating
the population mean from a simple random sample when some responses
are missing,” in press in the Brazilian Journal of Probability and Statistics.
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Publications- Submitted/Under Review
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Li, W. Stanek, E.J.III, and Singer, J.D.M. (revised 7/16/2009). “Design-based random permutation models with auxiliary information",” to Statistics. (pdf 218k) [Other reviews: 04ref1, 04ref2, 05ref1, 05ref2]
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Stanek, E. J. III and Singer, J.M. (11/19/2009) “Sampling, WLS and Mixed Models,” submitted to Statistics in Biopharmaceutical Research (pdf 206k)
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Unpublished Manuscripts with previous reviews
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Stanek, Lencina, Singer, Gonzalez, Li, and San Martino, "Linking Design-Based and Model-Based Predictors via a Partially Conditional Random Permutation Model" Submitted to Biometrika 9/7/2006. (pdf, coverletter)
[Other reviews: JASA1, JRSS1, JRSS2]
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Singer, J.M., Stanek, E.J. III, Lencina, V.B., Gonzalez, L.M., Li, W., and San Martino, S.S. (2009) Prediction with measurement errors: do we really understand the BLUP? Submitted to Statistics in Medicine (pdf 200k)) Review.
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| González, L.M., Singer, J.M., and Stanek, E.J. III. (2008). Estimation of finite population parameters with auxiliary information and response error, Submitted to the Journal of Statistical Planning and Inference. (pdf 736k) Review |
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Research