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Bayesian and Frequentist Methods for Provider Profiling Using Risk-Adjusted Assessments of Medical Outcomes. J Am Stat Assoc 2012. [DOI: 10.1198/jasa.2010.ap07175] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Discussion of “Impact of Frequentist and Bayesian Methods on Survey Sampling Practice: A Selective Appraisal” by J. N. K. Rao. Stat Sci 2011. [DOI: 10.1214/11-sts346b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Lower bounds for confidence coefficients for confidence intervals for finite population quantiles. COMMUN STAT-THEOR M 2007. [DOI: 10.1080/03610928308828534] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Bayesian methodology for combining the results from different experiments when the specifications for pooling are uncertain: II. J Stat Plan Inference 2003. [DOI: 10.1016/s0378-3758(02)00287-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Bayesian Sequential Two-Phase Sampling. J Am Stat Assoc 1996. [DOI: 10.1080/01621459.1996.10476946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Empirical Bayes Estimation for the Finite Population Mean on the Current Occasion. J Am Stat Assoc 1993. [DOI: 10.1080/01621459.1993.10476367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Empirical Bayes Estiamtion for the Finite Population Mean on the Current Occasion. J Am Stat Assoc 1993. [DOI: 10.2307/2290791] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Abstract
The National Health Interview Survey is designed to produce precise estimates for the entire United States but not for individual states. In this study, Bayesian predictive inference is used to provide point estimates and measures of variability for the desired finite population quantities. The investigation reported here concerns binary random variables such as the occurrence of at least one doctor visit within the past 12 months. The specification is hierarchic. First, for each cluster, there is a separate logistic regression relating a patient's probability of a doctor visit with his or her characteristics. Second, there is a multivariate linear regression linking the (cluster) regression parameters to covariates measured at the cluster level. A fully Bayesian analysis is carried out; this technique provides gains over synthetic estimation and conventional randomization-based analysis. The reported approach is potentially useful for any situation when the sample size associated with a unit of interest (e.g., a hospital or small geographic area) is too small to permit satisfactory inference using only the data from that unit.
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Editors' Report for 1988. J Am Stat Assoc 1989. [DOI: 10.1080/01621459.1989.10478778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Editors' Report for 1987. J Am Stat Assoc 1988. [DOI: 10.1080/01621459.1988.10478597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Editors' Report for 1986. J Am Stat Assoc 1987. [DOI: 10.1080/01621459.1987.10478439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Optimal Two-Phase Stratified Sampling for Estimation of the Age Composition of a Fish Population. Biometrics 1987. [DOI: 10.2307/2531817] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Estimating the Population in a Census Year: 1980 and Beyond: Comment. J Am Stat Assoc 1985. [DOI: 10.2307/2288060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Comment. J Am Stat Assoc 1985. [DOI: 10.1080/01621459.1985.10477149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Selection of Strata Sample Sizes for the Comparison of Domain Means. J Am Stat Assoc 1983. [DOI: 10.1080/01621459.1983.10477034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Evaluation of carcinoma of the uterine cervix before radiotherapy. JAMA 1979; 242:1996-7. [PMID: 480647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
In 1974 the Patterns of Care Study began a prospective nationwide survey of radiotherapeutic cancer care in the United States. Cancer of the uterine cervix was one of the diseases surveyed. Pretreatment evaluation data were collected from 170 randomly chosen radiation therapy facilities. The frequency of use of tests in workup varied substantially according, for example, to the severity of disease and the availability of tests. For carcinoma of the uterine cervix, we found that the following tests were used routinely: physical examination, including taking a history; complete blood cell count; serum chemistry analysis; chest roentgenogram; and intravenous pyelogram. Frequent but not routine tests included dilation and curettage and evaluation of the involvement of the bladder and rectum. Other test were used infrequently.
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Review: H. S. Konijn, Statistical Theory of Sample Survey Design and Analysis. Ann Stat 1977. [DOI: 10.1214/aos/1176343810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Sample Size Allocation in Two-Phase Sampling. COMMUN STAT-SIMUL C 1974. [DOI: 10.1080/03610917408548317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Precision specifications for the estimation of treatment differences. Biometrics 1971; 27:673-80. [PMID: 4940380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Precision Specifications for the Estimation of Treatment Differences. Biometrics 1971. [DOI: 10.2307/2528604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Prediction Analysis. J Am Stat Assoc 1969. [DOI: 10.2307/2283662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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An application of sequential sampling to analytical surveys. Biometrika 1966; 53:85-97. [PMID: 5964085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
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An Application of Sequential Sampling to Analytical Surveys. Biometrika 1966. [DOI: 10.2307/2334055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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