A terminal trend model for longitudinal medical cost data and survival

Bakitas, M., Lyons, K.D., Hegel, M.T., Balan, S., Brokaw, F.C., Seville, J., et al.: Effects of a palliative care intervention on clinical outcomes in patients with advanced cancer: the project enable ii randomized controlled trial. JAMA 302(7), 741 (2009)

Article  CAS  PubMed  PubMed Central  Google Scholar 

Blough, D.K, Ramsey, S.D.: Using generalized linear models to assess medical care costs. Health Serv. Outcomes Res. Methodol. 1, 185–202 (2000)

Blough, D.K., Madden, C.W., Hornbrook, M.C.: Modeling risk using generalized linear models. J. Health Econ. 18(2), 153–171 (1999)

Article  CAS  PubMed  Google Scholar 

Buntin, M.B., Zaslavsky, A.M.: Too much ado about two-part models and transformation? J. Health Econ. 23(3), 525–542 (2004)

Article  PubMed  Google Scholar 

Bynum, J.P.W., Bell, J.E., Cantu, R.V., Wang, Q., McDonough, C.M., Carmichael, D., et al.: Second fractures among older adults in the year following hip, shoulder or wrist fracture. Osteoporos. Int. J. Establ. Result. Coop. Eur. Found. Osteoporos. Natl. Osteoporos. Found. USA. 27(7), 2207–2215 (2016)

Article  CAS  Google Scholar 

Diehr, P., Yanez, D., Ash, A., Hornbrook, M., Lin, D.Y.: Methods for analyzing health care utilization and costs. Annu. Rev. Public Health 20(1), 125–144 (1999)

Article  CAS  PubMed  Google Scholar 

Diehr, P., Williamson, J., Burke, G.L., Psaty, B.M.: The aging and dying processes and the health of older adults. J. Clin. Epidemiol. 55(3), 269–278 (2002)

Article  PubMed  Google Scholar 

Duan, N.: Smearing estimate: a nonparametric retransformation method. J. Am. Stat. Assoc. 78(383), 605–610 (1983)

Article  Google Scholar 

Duan, N., Manning, W.G., Morris, C.N., Newhouse, J.P.: A Comparison of alternative models for the demand for medical care. J Bus Econ Stat. 1(2), 115–126 (1983)

Article  Google Scholar 

Duan, N., Manning, W.G., Morris, C.N., Newhouse, J.P.: Choosing between the sample-selection model and the multi-part model. J. Bus. Econ. Stat. 2(3), 283–289 (1984)

Article  Google Scholar 

Kurland, B.F., Johnson, L.L., Egleston, B.L., Diehr, P.H.: Longitudinal data with follow-up truncated by death: match the analysis method to research aims. Stat. Sci. Rev. J. Inst. Math. Stat. 24(2), 211 (2009)

Google Scholar 

Li, Z., Tosteson, T.D., Bakitas, M.A.: Joint modeling quality of life and survival using a terminal decline model in palliative care studies. Stat. Med. 32(8), 1394–1406 (2013)

Article  CAS  PubMed  Google Scholar 

Lin, DY.: Linear regression analysis of censored medical costs. Biostatistics 1(1), 35–47 (2000)

Lin, D.Y., Feuer, E.J., Etzioni, R., Wax, Y.: Estimating medical costs from incomplete follow-up data. Biometrics 53(2), 419–434 (1997)

Article  CAS  PubMed  Google Scholar 

Manning, WG: A two-part model of the demand for medical care : preliminary results from the health insurance study. Health. Econ. Health. Econ. Proc. World. Congr. Health. Econ. Leiden. Neth. Sept 1980 (1981)

Manning, W.G., Mullahy, J.: Estimating log models: to transform or not to transform? J. Health Econ. 20(4), 461–494 (2001)

Article  CAS  PubMed  Google Scholar 

McCullagh, P., Nelder JA.: Generalized linear models, Second edition. CRC Press (1989)

Mihaylova, B., Briggs, A., O’Hagan, A., Thompson, S.G.: Review of statistical methods for analysing healthcare resources and costs. Health Econ. 20(8), 897–916 (2011)

Article  PubMed  Google Scholar 

Munson, J.C., Bynum, J.P.W., Bell, J.E., Cantu, R., McDonough, C., Wang, Q., et al.: Patterns of prescription drug use before and after fragility fracture. JAMA Intern. Med. 176(10), 1531 (2016)

Article  PubMed  PubMed Central  Google Scholar 

Nelder, J.A., Wedderburn, R.W.M.: Generalized linear models. J. Royal Stat. Soc. Ser. Gen. 135(3), 370–384 (1972)

Article  Google Scholar 

Siegler: The terminal drop hypothesis: fact or artifact? Exp. Aging Res. 1(1), 169–185 (1975)

Article  CAS  PubMed  Google Scholar 

US Department of Health and Human Services. CMS statistics. Wash DC Cent Medicare Medicaid Serv. 34, (2004)

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