메뉴 건너뛰기




Volumn 33, Issue 28, 2014, Pages 4891-4903

A marginalized two-part model for semicontinuous data

Author keywords

Health care expenditures; Log skew normal distribution; Marginalized models; Semicontinuous data; Two part model; Weight loss intervention

Indexed keywords

ARTICLE; DATA ANALYSIS; HEALTH CARE COST; HEALTH PROGRAM; HUMAN; LOG SKEW NORMAL DISTRIBUTION; MARGINALIZED TWO PART MODEL; MAXIMUM LIKELIHOOD METHOD; NORMAL DISTRIBUTION; OBESITY; SIMULATION; STATISTICAL MODEL; UNITED STATES; WEIGHT REDUCTION; COMPUTER SIMULATION; ECONOMICS; STANDARDS; STATISTICAL ANALYSIS; VETERAN; WEIGHT LOSS PROGRAM;

EID: 84908890417     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.6263     Document Type: Article
Times cited : (75)

References (23)
  • 4
    • 61449148553 scopus 로고    scopus 로고
    • Bias in 2-part mixed models for longitudinal semicontinuous data
    • Su L, Tom BDM, Farewell VT. Bias in 2-part mixed models for longitudinal semicontinuous data. Biostatistics 2009; 10(2):374-389.
    • (2009) Biostatistics , vol.10 , Issue.2 , pp. 374-389
    • Su, L.1    Tom, B.D.M.2    Farewell, V.T.3
  • 5
  • 7
    • 0001082073 scopus 로고
    • On the distribution of a positive random variable having a discrete probability mass at the origin
    • Aitchison J. On the distribution of a positive random variable having a discrete probability mass at the origin. Journal of the American Statistical Association 1955; 50(271):901-908.
    • (1955) Journal of the American Statistical Association , vol.50 , Issue.271 , pp. 901-908
    • Aitchison, J.1
  • 8
    • 0000591336 scopus 로고
    • Some statistical models for limited dependent variables with application to the demand for durable goods
    • Cragg JG. Some statistical models for limited dependent variables with application to the demand for durable goods. Econometrica 1971; 39(5):829-844. http://www.jstor.org/stable/1909582.
    • (1971) Econometrica , vol.39 , Issue.5 , pp. 829-844
    • Cragg, J.G.1
  • 9
    • 0001036819 scopus 로고
    • A class of distributions which includes the normal ones
    • Azzalini A. A class of distributions which includes the normal ones. Scandinavian Journal of Statistics 1985; 12:171-178.
    • (1985) Scandinavian Journal of Statistics , vol.12 , pp. 171-178
    • Azzalini, A.1
  • 10
    • 48249088901 scopus 로고    scopus 로고
    • Use of log-skew-normal distribution in analysis of continuous data with a discrete component at zero
    • Chai HS, Bailey KR. Use of log-skew-normal distribution in analysis of continuous data with a discrete component at zero. Statistics in Medicine 2008; 27(18):3643-3655.
    • (2008) Statistics in Medicine , vol.27 , Issue.18 , pp. 3643-3655
    • Chai, H.S.1    Bailey, K.R.2
  • 12
    • 0032104124 scopus 로고    scopus 로고
    • Much ado about two: reconsidering retransformation and the two-part model in health econometrics
    • Mullahy J. Much ado about two: reconsidering retransformation and the two-part model in health econometrics. Journal of Health Economics 1998; 17:247-281.
    • (1998) Journal of Health Economics , vol.17 , pp. 247-281
    • Mullahy, J.1
  • 16
    • 2342446541 scopus 로고    scopus 로고
    • Too much ado about two-part models and transformation?: comparing methods of modeling medicare expenditures
    • Buntin MB, Zaslavsky AM. Too much ado about two-part models and transformation?: comparing methods of modeling medicare expenditures. Journal of Health Economics 2004; 23(3):525-542.
    • (2004) Journal of Health Economics , vol.23 , Issue.3 , pp. 525-542
    • Buntin, M.B.1    Zaslavsky, A.M.2
  • 17
    • 84908872896 scopus 로고    scopus 로고
    • Causal infererence
    • Retrieved February 21, 2014 from Harvard University website.
    • Hernan MA, Robins JM. Causal infererence, 2014. http://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/, Retrieved February 21, 2014 from Harvard University website.
    • (2014)
    • Hernan, M.A.1    Robins, J.M.2
  • 20
    • 84862755910 scopus 로고    scopus 로고
    • RE-AIM evaluation of the veterans health administration's MOVE! weight management program
    • Kahwati LC, Lance TX, Jones KR, Kinsinger LS. RE-AIM evaluation of the veterans health administration's MOVE! weight management program. Translational Behavioral Medicine 2011; 1(4):551-560.
    • (2011) Translational Behavioral Medicine , vol.1 , Issue.4 , pp. 551-560
    • Kahwati, L.C.1    Lance, T.X.2    Jones, K.R.3    Kinsinger, L.S.4
  • 22
    • 70349207410 scopus 로고    scopus 로고
    • Annual medical spending attributable to obesity: payer-and service-specific estimates
    • Finkelstein A, Trogdon JG, Cohen JW, Dietz W. Annual medical spending attributable to obesity: payer-and service-specific estimates. Health Affairs 2009; 28(5):w822-w831.
    • (2009) Health Affairs , vol.28 , Issue.5 , pp. w822-w831
    • Finkelstein, A.1    Trogdon, J.G.2    Cohen, J.W.3    Dietz, W.4
  • 23
    • 0036213095 scopus 로고    scopus 로고
    • The medical treatment of depression, 1991-1996: productive inefficiency, expected outcome variations, and price indexes
    • Berndt ER, Bir A, Busch SH, Frank RG, Normand SL. The medical treatment of depression, 1991-1996: productive inefficiency, expected outcome variations, and price indexes. Journal of Health Economics 2002; 21(3):373-396.
    • (2002) Journal of Health Economics , vol.21 , Issue.3 , pp. 373-396
    • Berndt, E.R.1    Bir, A.2    Busch, S.H.3    Frank, R.G.4    Normand, S.L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.