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Mixed Models for Finite Populations
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Notation for the Cluster Project Notation for Mixed Models for Finite Popualtions, (2007). Stanek, E.J.III, 28 pp. (cluster-notation2007.doc pdf225k) Simple Random Sampling Basic Ideas and the Random Permutation (RP) Model, (2007). Stanek, E.J. III, 13pp. (Argentina2007-lec1.doc pdf 138k) SRS with Measurement Error Simple Random Sampling with Measurement Error (13 pp. Argentina2007-lec2.doc,1/20/2006, pdf 153k ) Stanek, E.J. III, Lencina, V., Singer, J., Gonzalez, LM, Li, W., and San Martino, S. (2007). Predicting the latent value of a simple subject with mixed models: What does Response to Am. Stat. reviewer's comments on �Predicting the latent �: What does Moreno , G.A., Singer, J.M. and Stanek, E.J. III. Prediction of latent values with response/measurement error (15pp., doserna.pdf , pdf 149k) Stanek, E.J. Investigation of Partially Conditional RP Model with Response Error, (11pp. c07ed63.doc, pdf 136k) Stanek, E.J. and Zhang, R. Expanded models for SRS with Response Error (12 pp. c07rz04.doc, 11/28/2007, pdf 136k) Zhang, R. Rao and Bellhouse's Theorem in the Context of Simple Random Sampling with Response Error (11 pp. c07rz01.doc, pdf 120k) SRS-Missing Data Perspective Lu, J., Stanek, E.J. III, and Puleo, E. (2004)�Estimating the population mean from a simple random sample when some responses are missing,� under revision for the American Statistician (23p. c04ed02v3.doc, pdf150k ) Yucel, R. Comparison of design-based sample mean estimate with an estimate under re-sampling-based multiple imputations. (9p. simresults.pdf 88k, SAS program c07ed01.sas,) Stanek, E.J. III �Models with different potentially observable outcomes,� (6pp, c07ed54.doc,pdf 44k) Stanek, E.J. III �Relating �Inference and missing data' by Rubin (1976) to simple random sampling with response error,� (20pp, c07ed58.doc, pdf 117k) Stanek, E.J. III �Permutations, Positions, and Units,� (24 pp. c07ed59.doc, pdf 59k) SRS-Domains Li, W., Stanek, E.J.III, and Singer, J.M. Design-based random permutation models with auxiliary information. (to be re-submitted, 14 pp, liW_07_statistics.doc, pdf123k) Domain estimation under design-based models, Lencina, V.B., Singer, J.M., Bolfarine, H., and González , L.M. (to be re-submitted, 16pp, Lencina&al2006v2.pdf, pdf 201k) Li, W., Stanek, E.J.III, and Bertone-Johnson, E.R When covariate-adjustment should or should not be used in rate estimations?,. in press, Epidemiology Innovations (22pp. liw_2007a.pdf, pdf 178k) Li, W. A method for identifying high-priority communities for tobacco control efforts in Massachusetts . submitted to the American Journal of Public Health (24pp, LiW2007_ajph_smoiking_prevalence.pdf, pdf 365k) Li, W. Kelsey, J.L., Zhang, Z., Lemon, S., Boddie-Willis, C., Mezgebu, S. and Reed, G. identifying high-priority communities for obesity control in Massachusetts , to be submitted to the American Journal of Public Health. (28pp liW-207c(obesity_rates).pdf, pdf 567k) SRS-Regression González , L.M., Singer, J.M., and Stanek, E.J.III , Estimation of Finite Population Parameters with Auxiliary Information and Response Error,. (25p, Gonzalez&Singer&Stanek2007v4.pdf, pdf 313k) Two-Stage Sampling Two stage cluster sampling and random effects, Ed Stanek (7p. Argentina2007-lec3.doc Balanced Two-stage sampling, pdf111k ) Stanek, E.J. and Singer, J.D.M., Predicting random effects from Finite Population Clustered Samples with Response Error, JASA , 99(468):pp1119-1130. (12 pp. JASA2004-stanek.pdf, pdf 277k) Yao , P. and Stanek, E.J. III. Comparison of the performance of best linear unbiased predictors (BLUP). (38 pp., peikangyao-thesis_paper1_2_3_4_5g.doc, pdf 251k). San Martino, S., Singer, J.D.M., and Stanek, E.J. III. (2008) Performance of balanced two-stage empirical predictors of realized cluster latent values from finite populations: a simulation study. in press in Computational Statistics and Data Analysis , 52:2199-2217. (19 pp. comsta3774.pdf, pdf 820k) San Martino, S., Singer, J.D., and Stanek, E.J. III Comparison of predictors for discrete responses under two-stage sampling from finite populations, (12pp. paperv2.pdf, pdf 186k) 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) Experimental Design Applications Xu, B. Predictors for Simple 1-factor completely randomized designs with permutation of treatments. (33pp, c06bx05.doc, pdf 303k) Lencina, V.B., Singer, J.M. and Stanek, E.J. III. (2005). Much ado about nothing: the mixed models controversy revisited. International Statistical Review, 73 , 9-20. (21 pp., Lencina&al2004.pdf, pdf 134k) Lencina, V.B. and Singer, J.M. (2006). Measure for measure: exact F tests and the mixed models controversy. International Statistical Review. (19 pp) (Lencina&Singer2006v2.pdf, pdf 201k) Nelder, J.A. (2007). Letter to the Editor �What is the Mixed-Models Controversy?�, and response by Lencina, V.B., Singer, J.M., and Stanek, E.J. III (7pp insr_022 001-006.pdf, pdf 63k) Stanek, E.J. III , Predicting Random effects in Group Randomized Trials, (26 pp. PredictingRandomEffects1-stanek.pdf). Xu, B. Predicting Treatment effects in Randomized Clinical Trials (6pp, c07bx24.doc, pdf 53k) González , L.M., Singer, J.M., and Stanek, E.J.III. Finite population mixed models for pretest-posttest designs with response/measurement errors. (15pp. pretest_posttest_gonzalez_singer_stanek.pdf, pdf 135k) Other Areas and Ideas Stanek, E.J. Comments on Karunamuni and Zhang (2003) JSPI 113:505-525. (7pp. c06ed12.doc, pdf 56k) Stanek, E.J. A finite population linear Bayes Predictor (10pp. c06ed17.doc, pdf 128k) Stanek, E. Examples and other Ideas related to Samples and Positions with Discussion of Basu (1971) (3pp. c07ed60.doc, pdf 37k). Stanek, E. Comments on Buonaccorsi (2006) Int. Stat Review 74:403-418. (4pp. c07ed43.doc, pdf 41k) Notation for the Cluster Project, Stanek, E.J.III. (28 pp. cluster-notation2007.doc,pdf225k)
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2000 University of Massachusetts, Amherst. This is a page at the University of Massachusetts Amherst Campus. Produced and maintained in the Dept. of Public Health, Division of Biostatistics and Epidemiology at the School of Public Health and Health Sciences. Send comments or questions about this web site to Webmaster : Ed Stanek at stanek@schoolph.umass.edu This page was last modified on January 23, 2008. |
mean? (24 pp. c07ed42v7.doc,