메뉴 건너뛰기




Volumn 72, Issue , 2014, Pages 219-226

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases

Author keywords

Pharmacoepidemiology; Propensity score; Simulation; Variable selection

Indexed keywords

COMPLEX DATA STRUCTURES; ELECTRONIC HEALTHCARE; PHARMACOEPIDEMIOLOGY; PROPENSITY SCORE; SIMULATION; SIMULATION APPROACH; STATISTICAL FRAMEWORK; VARIABLE SELECTION;

EID: 84890553945     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2013.10.018     Document Type: Article
Times cited : (109)

References (25)
  • 1
    • 33846813595 scopus 로고    scopus 로고
    • Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: A Monte Carlo study
    • P.C. Austin, P. Grootendorst, S.-L.T. Normand, and G.M. Anderson Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: a Monte Carlo study Statistics in Medicine 26 2007 754 768
    • (2007) Statistics in Medicine , vol.26 , pp. 754-768
    • Austin, P.C.1    Grootendorst, P.2    Normand, S.-L.T.3    Anderson, G.M.4
  • 3
    • 77953632279 scopus 로고    scopus 로고
    • Confounding control in healthcare database research: Challenges and potential approaches
    • M.A. Brookhart, T. St ürmer, R.J. Glynn, J. Rassen, and S. Schneeweiss Confounding control in healthcare database research: challenges and potential approaches Medical Care 48 2010 S114 S120
    • (2010) Medical Care , vol.48
    • Brookhart, M.A.1    St Ürmer, T.2    Glynn, R.J.3    Rassen, J.4    Schneeweiss, S.5
  • 6
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • P.H.C. Eilers, and B.D. Marx Flexible smoothing with B-splines and penalties Statistical Science 1996 89 102
    • (1996) Statistical Science , pp. 89-102
    • Eilers, P.H.C.1    Marx, B.D.2
  • 7
    • 68949163883 scopus 로고    scopus 로고
    • Missing data in randomized clinical trials for weight loss: Scope of the problem, state of the field, and performance of statistical methods
    • M.A. Elobeid, M.A. Padilla, T. McVie, O. Thomas, D.W. Brock, B. Musser, K. Lu, C.S. Coffey, R.A. Desmond, and M.P. St-Onge Missing data in randomized clinical trials for weight loss: scope of the problem, state of the field, and performance of statistical methods PLoS One 4 2009 e6624
    • (2009) PLoS One , vol.4 , pp. 6624
    • Elobeid, M.A.1    Padilla, M.A.2    McVie, T.3    Thomas, O.4    Brock, D.W.5    Musser, B.6    Lu, K.7    Coffey, C.S.8    Desmond, R.A.9    St-Onge, M.P.10
  • 8
    • 79960523390 scopus 로고    scopus 로고
    • Estimating the unknown parameters of the natural history of metachronous colorectal cancer using discrete-event simulation
    • F.S. Erenay, O. Alagoz, R. Banerjee, and R.R. Cima Estimating the unknown parameters of the natural history of metachronous colorectal cancer using discrete-event simulation Medical Decision Making 31 2011 611 624
    • (2011) Medical Decision Making , vol.31 , pp. 611-624
    • Erenay, F.S.1    Alagoz, O.2    Banerjee, R.3    Cima, R.R.4
  • 9
    • 46249095552 scopus 로고    scopus 로고
    • Evaluating statistical methods using plasmode data sets in the age of massive public databases: An illustration using false discovery rates
    • G.L. Gadbury, Q. Xiang, L. Yang, S. Barnes, G.P. Page, and D.B. Allison Evaluating statistical methods using plasmode data sets in the age of massive public databases: an illustration using false discovery rates PLoS Genetics 4 2008 e1000098
    • (2008) PLoS Genetics , vol.4 , pp. 1000098
    • Gadbury, G.L.1    Xiang, Q.2    Yang, L.3    Barnes, S.4    Page, G.P.5    Allison, D.B.6
  • 10
    • 21144472187 scopus 로고
    • Flexible methods for analyzing survival data using splines, with applications to breast cancer prognosis
    • R.J. Gray Flexible methods for analyzing survival data using splines, with applications to breast cancer prognosis Journal of the American Statistical Association 87 1992 942 951
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 942-951
    • Gray, R.J.1
  • 12
    • 44749086997 scopus 로고    scopus 로고
    • Comparison of epidemiologic methods for active surveillance of vaccine safety
    • D.L. McClure, J.M. Glanz, S. Xu, S.J. Hambidge, J.P. Mullooly, and J. Baggs Comparison of epidemiologic methods for active surveillance of vaccine safety Vaccine 26 2008 3341 3345
    • (2008) Vaccine , vol.26 , pp. 3341-3345
    • McClure, D.L.1    Glanz, J.M.2    Xu, S.3    Hambidge, S.J.4    Mullooly, J.P.5    Baggs, J.6
  • 14
    • 79958845225 scopus 로고    scopus 로고
    • Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples
    • J.A. Rassen, R.J. Glynn, M.A. Brookhart, and S. Schneeweiss Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples American Journal of Epidemiology 173 2011 1404 1413
    • (2011) American Journal of Epidemiology , vol.173 , pp. 1404-1413
    • Rassen, J.A.1    Glynn, R.J.2    Brookhart, M.A.3    Schneeweiss, S.4
  • 15
    • 0142157169 scopus 로고    scopus 로고
    • Evaluating medication effects outside of clinical trials: New-user designs
    • W.A. Ray Evaluating medication effects outside of clinical trials: new-user designs American Journal of Epidemiology 158 2003 915 920
    • (2003) American Journal of Epidemiology , vol.158 , pp. 915-920
    • Ray, W.A.1
  • 16
    • 13844272269 scopus 로고    scopus 로고
    • Using simulation to assess the sensitivity and specificity of a signal detection tool for multidimensional public health surveillance data
    • H. Rolka, D. Bracy, C. Russell, D. Fram, and R. Ball Using simulation to assess the sensitivity and specificity of a signal detection tool for multidimensional public health surveillance data Statistics in Medicine 24 2005 551 562
    • (2005) Statistics in Medicine , vol.24 , pp. 551-562
    • Rolka, H.1    Bracy, D.2    Russell, C.3    Fram, D.4    Ball, R.5
  • 17
    • 65549096309 scopus 로고    scopus 로고
    • A simulation model for diarrhoea and other common recurrent infections: A tool for exploring epidemiological methods
    • W.P. Schmidt, B. Genser, and Z. Chalabi A simulation model for diarrhoea and other common recurrent infections: a tool for exploring epidemiological methods Epidemiology and Infection 137 2009 644 653
    • (2009) Epidemiology and Infection , vol.137 , pp. 644-653
    • Schmidt, W.P.1    Genser, B.2    Chalabi, Z.3
  • 18
    • 77956625112 scopus 로고    scopus 로고
    • A basic study design for expedited safety signal evaluation based on electronic healthcare data
    • S. Schneeweiss A basic study design for expedited safety signal evaluation based on electronic healthcare data Pharmacoepidemiology and Drug Safety 19 2010 858 868
    • (2010) Pharmacoepidemiology and Drug Safety , vol.19 , pp. 858-868
    • Schneeweiss, S.1
  • 19
    • 18044398603 scopus 로고    scopus 로고
    • A review of uses of health care utilization databases for epidemiologic research on therapeutics
    • S. Schneeweiss, and J. Avorn A review of uses of health care utilization databases for epidemiologic research on therapeutics Journal of Clinical Epidemiology 58 2005 323 337
    • (2005) Journal of Clinical Epidemiology , vol.58 , pp. 323-337
    • Schneeweiss, S.1    Avorn, J.2
  • 21
    • 0025690750 scopus 로고
    • Use of automated databases for pharmacoepidemiology research
    • B.L. Strom, and J.L. Carson Use of automated databases for pharmacoepidemiology research Epidemiologic Reviews 12 1990 87 107
    • (1990) Epidemiologic Reviews , vol.12 , pp. 87-107
    • Strom, B.L.1    Carson, J.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.