메뉴 건너뛰기




Volumn 103, Issue 484, 2008, Pages 1405-1418

Domain-level covariance analysis for multilevel survey data with structured nonresponse

Author keywords

Bayesian; Covariance matrix priors; EM algorithm; Factor analysis; Hierarchical model; Markov chain Monte Carlo

Indexed keywords


EID: 78649538697     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214508000000724     Document Type: Article
Times cited : (74)

References (53)
  • 1
    • 78649581483 scopus 로고    scopus 로고
    • Instructions for analyzing cahps® data using the cahps analysis program version 3.0. explanation of statistical calculations
    • Agency for Healthcare Research and Quality, Rockville, MD: Author
    • Agency for Healthcare Research and Quality (2005), "Instructions for Analyzing CAHPS® Data Using the CAHPS Analysis Program Version 3.0. Explanation of Statistical Calculations," in CAHPS® 3.0 Health Plan Survey and Reporting Kit, Rockville, MD: Author.
    • (2005) CAHPS® 3.0 Health Plan Survey and Reporting Kit
  • 2
    • 0034413190 scopus 로고    scopus 로고
    • Bayesian dynamic factor models and portfolio allocation
    • Aguilar, O., andWest, M. (2000), "Bayesian Dynamic Factor Models and Portfolio Allocation," Journal of Business & Economic Statistics, 18, 338-357.
    • (2000) Journal of Business & Economic Statistics , vol.18 , pp. 338-357
    • Aguilar, O.1    West, M.2
  • 3
    • 0034557673 scopus 로고    scopus 로고
    • Bayesian factor analysis for multilevel binary observations
    • Ansari, A., and Jedidi, K. (2000), "Bayesian Factor Analysis for Multilevel Binary Observations," Psychometrika, 65, 475-496.
    • (2000) Psychometrika , vol.65 , pp. 475-496
    • Ansari, A.1    Jedidi, K.2
  • 4
    • 0036011444 scopus 로고    scopus 로고
    • Heterogeneous factor analysis models: A bayesian approach
    • Ansari, A., Jedidi, K., and Dube, L. (2002), "Heterogeneous Factor Analysis Models: A Bayesian Approach," Psychometrika, 67, 49-77.
    • (2002) Psychometrika , vol.67 , pp. 49-77
    • Ansari, A.1    Jedidi, K.2    Dube, L.3
  • 5
    • 0034557223 scopus 로고    scopus 로고
    • Modeling covariance matrices in terms of standard deviations and correlations,with application to shrinkage
    • Barnard, J., McCulloch, R., and Meng, X.-L. (2000), "Modeling Covariance Matrices in Terms of Standard Deviations and Correlations,With Application to Shrinkage," Statistica Sinica, 10, 1281-1311.
    • (2000) Statistica Sinica , vol.10 , pp. 1281-1311
    • Barnard, J.1    McCulloch, R.2    Meng, X.-L.3
  • 6
    • 0002812366 scopus 로고
    • Overview of the national assessment of educational progress
    • Beaton, A. E., and Zwick, R. (1992), "Overview of the National Assessment of Educational Progress," Journal of Educational Statistics, 17, 95-109.
    • (1992) Journal of Educational Statistics , vol.17 , pp. 95-109
    • Beaton, A.E.1    Zwick, R.2
  • 11
    • 0033092933 scopus 로고    scopus 로고
    • The consumer assessment of health plans study (CAHPS): Foreword
    • Crofton, C., Lubalin, J. S., and Darby, C. (1999), "The Consumer Assessment of Health Plans Study (CAHPS): Foreword," Medical Care, 37, MS1-MS9.
    • (1999) Medical Care , vol.37
    • Crofton, C.1    Lubalin, J.S.2    Darby, C.3
  • 12
    • 0442325063 scopus 로고    scopus 로고
    • Hierarchical generalized linear models in the analysis of variations in health care utilization
    • Daniels, M. J., and Gatsonis, C. (1999), "Hierarchical Generalized Linear Models in the Analysis of Variations in Health Care Utilization," Journal of the American Statistical Association, 94, 29-42.
    • (1999) Journal of the American Statistical Association , vol.94 , pp. 29-42
    • Daniels, M.J.1    Gatsonis, C.2
  • 13
    • 0442325081 scopus 로고    scopus 로고
    • Nonconjugate bayesian estimation of covariance matrices and its use in hierarchical models
    • Daniels, M. J., and Kass, R. E. (1999), "Nonconjugate Bayesian Estimation of Covariance Matrices and Its Use in Hierarchical Models," Journal of the American Statistical Association, 94, 1254-1263.
    • (1999) Journal of the American Statistical Association , vol.94 , pp. 1254-1263
    • Daniels, M.J.1    Kass, R.E.2
  • 14
    • 0035185654 scopus 로고    scopus 로고
    • Shrinkage estimators for covariance matrices
    • - (2001), "Shrinkage Estimators for Covariance Matrices," Biometrics, 57, 1173-1184.
    • (2001) Biometrics , vol.57 , pp. 1173-1184
  • 16
    • 85144723819 scopus 로고
    • Estimates of income for small places: An application of james-stein procedures to census data
    • Fay, R. E., and Herriot, R. A. (1979), "Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data," Journal of the American Statistical Association, 74, 269-277.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 269-277
    • Fay, R.E.1    Herriot, R.A.2
  • 18
    • 33645764652 scopus 로고    scopus 로고
    • Prior distributions for variance parameters in hierarchical models
    • Gelman, A. (2005), "Prior Distributions for Variance Parameters in Hierarchical Models," Bayesian Data Analysis, 1, 1-19.
    • (2005) Bayesian Data Analysis , vol.1 , pp. 1-19
    • Gelman, A.1
  • 21
    • 84972540490 scopus 로고
    • Small area estimation: An appraisal
    • Ghosh, M., and Rao, J. N. K. (1994), "Small Area Estimation: An Appraisal," Statistical Science, 9, 55-76.
    • (1994) Statistical Science , vol.9 , pp. 55-76
    • Ghosh, M.1    Rao, J.N.K.2
  • 22
    • 0037412820 scopus 로고    scopus 로고
    • Mapping the landscape of high-stakes testing and accountability programs
    • Goertz, M., and Duffy, M. (2003), "Mapping the Landscape of High-Stakes Testing and Accountability Programs," Theory Into Practice, 42, 4-11.
    • (2003) Theory into Practice , vol.42 , pp. 4-11
    • Goertz, M.1    Duffy, M.2
  • 23
    • 0032430417 scopus 로고    scopus 로고
    • AMarkov chain monte carlo em algorithm for analyzing interval- censored data under the cox proportional hazards model
    • Goggins, W. B., Finkelstein, D. M., Schoenfeld, D. A., and Zaslavsky, A. M. (1998), "AMarkov Chain Monte Carlo EM Algorithm for Analyzing Interval- Censored Data Under the Cox Proportional Hazards Model," Biometrics, 54, 1498-1507.
    • (1998) Biometrics , vol.54 , pp. 1498-1507
    • Goggins, W.B.1    Finkelstein, D.M.2    Schoenfeld, D.A.3    Zaslavsky, A.M.4
  • 25
    • 33847337317 scopus 로고    scopus 로고
    • Multilevel factor models for ordinal variables
    • Grilli, L., and Rampichini, C. (2007), "Multilevel Factor Models for Ordinal Variables," Structural Equation Modeling, 14, 1-25.
    • (2007) Structural Equation Modeling , vol.14 , pp. 1-25
    • Grilli, L.1    Rampichini, C.2
  • 26
    • 34248982435 scopus 로고
    • Some necessary conditions for common-factor analyses
    • Guttman, L. (1954), "Some Necessary Conditions for Common-Factor Analyses," Psychometrika, 19, 149-161.
    • (1954) Psychometrika , vol.19 , pp. 149-161
    • Guttman, L.1
  • 27
    • 77956890234 scopus 로고
    • Monte carlo sampling methods using markov chains and their applications
    • Hastings, W. K. (1970), "Monte Carlo Sampling Methods Using Markov Chains and Their Applications," Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 28
    • 0020850136 scopus 로고
    • Simulation run length control in the presence of an initial transient
    • Heidelberger, P., and Welch, P. D. (1983), "Simulation Run Length Control in the Presence of an Initial Transient," Operations Research, 31, 1109-1144.
    • (1983) Operations Research , vol.31 , pp. 1109-1144
    • Heidelberger, P.1    Welch, P.D.2
  • 29
    • 0031665898 scopus 로고    scopus 로고
    • A bayesian approach to a general regression model for ROC curves
    • Hellmich, M., Abrams, K. R., Jones, D. R., and Lambert, P. C. (1998), "A Bayesian Approach to a General Regression Model for ROC Curves," Academic Radiology, 18, 436-443.
    • (1998) Academic Radiology , vol.18 , pp. 436-443
    • Hellmich, M.1    Abrams, K.R.2    Jones, D.R.3    Lambert, P.C.4
  • 30
    • 2942599458 scopus 로고    scopus 로고
    • Bayesian factor analysis for spatially correlated data, with application to summarizing area-level material deprivation from census data
    • Hogan, J. W., and Tchernis, R. (2004), "Bayesian Factor Analysis for Spatially Correlated Data, With Application to Summarizing Area-Level Material Deprivation From Census Data," Journal of the American Statistical Association, 99, 314-324.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 314-324
    • Hogan, J.W.1    Tchernis, R.2
  • 32
    • 21144471428 scopus 로고
    • Bayesian inference for a covariance matrix
    • Leonard, T., and Hsu, J. S. J. (1992), "Bayesian Inference for a Covariance Matrix," The Annals of Statistics, 20, 1669-1696.
    • (1992) The Annals of Statistics , vol.20 , pp. 1669-1696
    • Leonard, T.1    Hsu, J.S.J.2
  • 33
    • 38249000691 scopus 로고
    • Bartlett's decomposition of the posterior distribution of the covariance for normal monotone ignorable missing data
    • Liu, C. (1993), "Bartlett's Decomposition of the Posterior Distribution of the Covariance for Normal Monotone Ignorable Missing Data," Journal of Multivariate Analysis, 46, 198-206.
    • (1993) Journal of Multivariate Analysis , vol.46 , pp. 198-206
    • Liu, C.1
  • 34
    • 1842539381 scopus 로고    scopus 로고
    • Bayesian model assessment in factor analysis
    • Lopes, H. F., and West, M. (2004), "Bayesian Model Assessment in Factor Analysis," Statistica Sinica, 14, 41-67.
    • (2004) Statistica Sinica , vol.14 , pp. 41-67
    • Lopes, H.F.1    West, M.2
  • 36
    • 27344454846 scopus 로고    scopus 로고
    • People are variables too: Multilevel structural equations modeling
    • Mehta, P., and Neale, M. (2005), "People Are Variables Too: Multilevel Structural Equations Modeling," Psychological Methods, 10, 259-284.
    • (2005) Psychological Methods , vol.10 , pp. 259-284
    • Mehta, P.1    Neale, M.2
  • 40
    • 33947405554 scopus 로고    scopus 로고
    • Variance-covariance functions for domain means of ordinal survey items
    • O'Malley, A. J., and Zaslavsky, A. M. (2005), "Variance-Covariance Functions for Domain Means of Ordinal Survey Items," Survey Methodology, 31, 169-182.
    • (2005) Survey Methodology , vol.31 , pp. 169-182
    • O'Malley, A.J.1    Zaslavsky, A.M.2
  • 41
    • 29144506991 scopus 로고    scopus 로고
    • Exploratory factor analyses of the cahps® hospital pilot survey responses across and within medical, surgical, and obstetric services
    • O'Malley, A. J., Zaslavsky, A. M., Hays, R. D., Hepner, K., Keller, S., and Cleary, P. D. (2005), "Exploratory Factor Analyses of the CAHPS® Hospital Pilot Survey Responses Across and Within Medical, Surgical, and Obstetric Services," Health Services Research, 40, 2078-2095.
    • (2005) Health Services Research , vol.40 , pp. 2078-2095
    • O'Malley, A.J.1    Zaslavsky, A.M.2    Hays, R.D.3    Hepner, K.4    Keller, S.5    Cleary, P.D.6
  • 42
    • 21444460810 scopus 로고    scopus 로고
    • Unconstrained parameterizations for variance-covariance matrices
    • Pinheiro, J. C., and Bates, D. M. (1996), "Unconstrained Parameterizations for Variance-Covariance Matrices," Statistics and Computing, 6, 289-296.
    • (1996) Statistics and Computing , vol.6 , pp. 289-296
    • Pinheiro, J.C.1    Bates, D.M.2
  • 43
    • 0012806293 scopus 로고    scopus 로고
    • Joint mean-covariance modelswith applications to longitudinal data: Unconstrained parameterisation
    • Pourahmadi, M. (1999), "Joint Mean-Covariance ModelsWith Applications to Longitudinal Data: Unconstrained Parameterisation," Biometrika, 86, 677-690.
    • (1999) Biometrika , vol.86 , pp. 677-690
    • Pourahmadi, M.1
  • 46
    • 2942596810 scopus 로고    scopus 로고
    • Generalized common spatial factor model
    • Wang, F., and Wall, M. M. (2003), "Generalized Common Spatial Factor Model," Biostatistics (Oxford), 4, 569-582.
    • (2003) Biostatistics (Oxford) , vol.4 , pp. 569-582
    • Wang, F.1    Wall, M.M.2
  • 47
    • 84996260411 scopus 로고
    • TIMSS primary and middle school data: Some technical concerns
    • Wang, J. (1992), "TIMSS Primary and Middle School Data: Some Technical Concerns," Educational Researcher, 30, 17-21.
    • (1992) Educational Researcher , vol.30 , pp. 17-21
    • Wang, J.1
  • 48
    • 84950432017 scopus 로고
    • AMonte carlo implementation of the em algorithm and the poor man's data augmentation algorithms
    • Wei, G. C. G., and Tanner, M. A. (1990), "AMonte Carlo Implementation of the EM Algorithm and the Poor Man's Data Augmentation Algorithms," Journal of the American Statistical Association, 85, 699-704.
    • (1990) Journal of the American Statistical Association , vol.85 , pp. 699-704
    • Wei, G.C.G.1    Tanner, M.A.2
  • 49
    • 23244451399 scopus 로고    scopus 로고
    • On muthen's maximum likelihood for two-level covariance structure models
    • Yuan, K., and Hayashi, K. (2005), "On Muthen's Maximum Likelihood for Two-Level Covariance Structure Models," Psychometrika, 70, 147-167.
    • (2005) Psychometrika , vol.70 , pp. 147-167
    • Yuan, K.1    Hayashi, K.2
  • 50
    • 0036782688 scopus 로고    scopus 로고
    • Dimensions of plan performance for sick and healthymembers on the consumer assessments of health plans study 2.0 survey
    • Zaslavsky, A. M., and Cleary, P. D. (2002), "Dimensions of Plan Performance for Sick and HealthyMembers on the Consumer Assessments of Health Plans Study 2.0 Survey," Medical Care, 40, 951-964.
    • (2002) Medical Care , vol.40 , pp. 951-964
    • Zaslavsky, A.M.1    Cleary, P.D.2
  • 51
    • 0034132248 scopus 로고    scopus 로고
    • Dimensions of consumer-assessed quality of medicare managed-care health plans
    • Zaslavsky, A. M., Beaulieu, N. D., Landon, B. E., and Cleary, P. D. (2000), "Dimensions of Consumer-Assessed Quality of Medicare Managed-Care Health Plans," Medical Care, 38, 162-174.
    • (2000) Medical Care , vol.38 , pp. 162-174
    • Zaslavsky, A.M.1    Beaulieu, N.D.2    Landon, B.E.3    Cleary, P.D.4
  • 53
    • 0033845311 scopus 로고    scopus 로고
    • Does the effect of respondent characteristics on consumer assessments vary across plans?
    • Zaslavsky, A. M., Zaborski, L., and Cleary, P. D. (2000), "Does the Effect of Respondent Characteristics on Consumer Assessments Vary Across Plans?" Medical Care Research and Review, 57, 379-394.
    • (2000) Medical Care Research and Review , vol.57 , pp. 379-394
    • Zaslavsky, A.M.1    Zaborski, L.2    Cleary, P.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.