BIOS602 Resources: Multivelel Data
[updated November 05, 2012]
Combining information on same parameter
Components of Variance
Meta-Analyses
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Emotional distress in infertile women and failure of assisted reproductive technologies:
meta-analysis of prospective psychosocial studies
article (pdf)
Data + R and R JAGS code for Data Analysis
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Secondhand Smoke and Adverse Fetal Outcomes in Nonsmoking Pregnant Women:
A Meta-analysis. Leonardi-Bee J, Britton J and Venn A.
Pediatrics, published
online Mar 7, 2011;
DOI: 10.1542/peds.2010-3041. http://www.pediatrics.org
article (pdf)
Extra-binomial and Extra-Poisson Variation
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Efron, B., & Morris, C. (1975).
Efron B and Morris C: Data Analysis Using Stein's Estimator and its Generalizations:
Journal of the American Statistical Association, Vol. 70, No. 350 (Jun., 1975), pp. 311- 319
(pdf)
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Efron, B., & Morris, C. (1977). Stein's Paradox in Statistics.
Scientific American, 236(5), 119-127.
(pdf)
Baseball data+R JAGS+WinBUGS code ; toxoplasmosis data
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Weinberg, C.R. AND Gladen B.C.
The beta-geometric distribution applied to comparative fecundability studies.
Biometrics 1986; 42:547-560. (pdf)
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Bradley Efron and Ronald Thisted
Estimating the Number of Unseen Species: How Many Words Did Shakespeare Know?
Biometrika, Vol. 63, No. 3 (Dec., 1976), pp. 435-447.
(pdf)
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Stanley Coren's and US data on Daylight Savings Time Change
Year by year crash data from FARS zip file
R code
Ranking Institutions
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David J. Spiegelhalter and Harvey Goldstein.
League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional Performance
Journal of the Royal Statistical Society. Series A, Vol. 159, No. 3. (1996), pp. 385-443.
pdf
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David Spiegelhalter. Ranking institutions. J Thorac Cardiovasc Surg 2003;125:1171-1173
pdf
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E Clare Marshall, David J Spiegelhalter
Reliability of league tables of in vitro fertilisation clinics: retrospective analysis of live birth rates.
BMJ 1998;316:1701-5
pdf
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Example from WinBUGS Examples -- surgical Rankings
WinBUGS and R JAGS code
Mixture Models
Measurement Error
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Correcting (de-attenuating) a slope flattened by classical measurement error in "X"
R/JAGS code
See WinBUGS Example (air pollution) for Berkson error example