메뉴 건너뛰기




Volumn 80, Issue 3, 2009, Pages 561-571

An examination of Bayesian statistical approaches to modeling change in cognitive decline in an Alzheimer's disease population

Author keywords

Alzheimer's disease; Bayesian; Change point; Mini mental state; Trajectory

Indexed keywords

ALZHEIMER'S DISEASE; BAYESIAN; BAYESIAN APPROACHES; BAYESIAN STATISTICAL APPROACH; BEFORE AND AFTER; CHANGE-POINTS; COGNITIVE DECLINE; CREDIBLE REGIONS; LINEAR MODEL; MENTAL STATE; MINI-MENTAL STATE EXAMINATIONS; NON-INFORMATIVE PRIOR; POSTERIOR ANALYSIS; REGIONS OF INTEREST;

EID: 70449701466     PISSN: 03784754     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.matcom.2009.09.002     Document Type: Article
Times cited : (5)

References (28)
  • 1
    • 70449723783 scopus 로고    scopus 로고
    • Bayesian modeling of accelerated life tests with random effects
    • Technical Report, Department of Statistics, University of Tennessee, Knoxville
    • A.J. Ashby, R.V. Leon, J. Thyagarajan, Bayesian modeling of accelerated life tests with random effects, Technical Report, Department of Statistics, University of Tennessee, Knoxville, 2003.
    • (2003)
    • Ashby, A.J.1    Leon, R.V.2    Thyagarajan, J.3
  • 2
    • 0021085798 scopus 로고
    • Determination of the hyperparameters of a prior probability model in survival analysis
    • Birch R., and Bartolucci A.A. Determination of the hyperparameters of a prior probability model in survival analysis. Comput. Programs Biomed. 17 (1983) 89-94
    • (1983) Comput. Programs Biomed. , vol.17 , pp. 89-94
    • Birch, R.1    Bartolucci, A.A.2
  • 3
    • 0001611076 scopus 로고
    • Hierarchical Bayesian analysis of changepoint problems
    • Carlin B.P., Gelfand A.E., and Smith A.F.M. Hierarchical Bayesian analysis of changepoint problems. Appl. Stat. 41 2 (1992) 389-405
    • (1992) Appl. Stat. , vol.41 , Issue.2 , pp. 389-405
    • Carlin, B.P.1    Gelfand, A.E.2    Smith, A.F.M.3
  • 4
    • 0019765304 scopus 로고
    • A Bayesian change-point problem with application to the prediction and detection of ovulation in women
    • Carter R.L., and Blight B.J.N. A Bayesian change-point problem with application to the prediction and detection of ovulation in women. Biometrics 47 4 (1981) 743-751
    • (1981) Biometrics , vol.47 , Issue.4 , pp. 743-751
    • Carter, R.L.1    Blight, B.J.N.2
  • 5
    • 0027263699 scopus 로고
    • Population based norms for the mini-mental state examination by age and educational level
    • Crum R.M., Anthony J.C., Bassett S.S., and Folstein M.F. Population based norms for the mini-mental state examination by age and educational level. JAMA 269 21 (1993) 2386-2391
    • (1993) JAMA , vol.269 , Issue.21 , pp. 2386-2391
    • Crum, R.M.1    Anthony, J.C.2    Bassett, S.S.3    Folstein, M.F.4
  • 6
    • 0032943048 scopus 로고    scopus 로고
    • Association of interleukin 6 and other biologic variables with depression in older in older people living in the community
    • Dentino A.N., Pieper C.F., Rao M.K., Currie M.S., Harris T., Blazer D.G., and Cohen H.J. Association of interleukin 6 and other biologic variables with depression in older in older people living in the community. J. Am. Geriatr. Soc. 47 (1999) 6-11
    • (1999) J. Am. Geriatr. Soc. , vol.47 , pp. 6-11
    • Dentino, A.N.1    Pieper, C.F.2    Rao, M.K.3    Currie, M.S.4    Harris, T.5    Blazer, D.G.6    Cohen, H.J.7
  • 7
    • 3242768440 scopus 로고    scopus 로고
    • Analysis of longitudinal studies with death and drop out: a case study
    • Dufouil C., Brayne C., and Clayton D. Analysis of longitudinal studies with death and drop out: a case study. Stat. Med. 23 14 (2004) 2215-2226
    • (2004) Stat. Med. , vol.23 , Issue.14 , pp. 2215-2226
    • Dufouil, C.1    Brayne, C.2    Clayton, D.3
  • 8
    • 3242747946 scopus 로고    scopus 로고
    • Use of a Bayesian changepoint model to estimate effects of a graduated driver's licensing program
    • Elliott M.R., and Slope J.T. Use of a Bayesian changepoint model to estimate effects of a graduated driver's licensing program. J. Data Sci. 1 (2003) 43-63
    • (2003) J. Data Sci. , vol.1 , pp. 43-63
    • Elliott, M.R.1    Slope, J.T.2
  • 9
    • 0016823810 scopus 로고
    • Mini-mental status. A practical method for grading the cognitive status of patients for the clinician
    • Folstein M.F., Folstein S.E., and McHugh P.R. Mini-mental status. A practical method for grading the cognitive status of patients for the clinician. J. Psychiatric Res. 12 3 (1975) 189-198
    • (1975) J. Psychiatric Res. , vol.12 , Issue.3 , pp. 189-198
    • Folstein, M.F.1    Folstein, S.E.2    McHugh, P.R.3
  • 10
    • 38149135632 scopus 로고    scopus 로고
    • A joint latent class changepoint model to improve the prediction of time to graft failure
    • Garre F.G., Zwinderman A.H., Geskus R.B., and Sijpkens Y.W.J. A joint latent class changepoint model to improve the prediction of time to graft failure. J. R. Stat. Soc. A 171 (2008) 299-308
    • (2008) J. R. Stat. Soc. A , vol.171 , pp. 299-308
    • Garre, F.G.1    Zwinderman, A.H.2    Geskus, R.B.3    Sijpkens, Y.W.J.4
  • 11
    • 84950453304 scopus 로고
    • Sampling based approaches to calculating marginal densities
    • Gelfand A.E., and Smith A.F.M. Sampling based approaches to calculating marginal densities. J. Am. Stat. Assoc. 85 (1990) 398-409
    • (1990) J. Am. Stat. Assoc. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 13
    • 0000303758 scopus 로고
    • Inference about the intersection in two phase-regression
    • Hinkley D.V. Inference about the intersection in two phase-regression. Biometrika 56 (1969) 495-504
    • (1969) Biometrika , vol.56 , pp. 495-504
    • Hinkley, D.V.1
  • 14
    • 0011425921 scopus 로고
    • Conditional bootstrap methods in the mean shift model
    • Hinkley D.V., and Schechtman E. Conditional bootstrap methods in the mean shift model. Biometrika 74 (1987) 85-93
    • (1987) Biometrika , vol.74 , pp. 85-93
    • Hinkley, D.V.1    Schechtman, E.2
  • 16
    • 0032962151 scopus 로고    scopus 로고
    • The validity of current research diagnostic criteria for Alzheimer's disease vascular dementia and dementia with Lewy bodies
    • Holmes C., Cairns N., Lantos P., and Mann A. The validity of current research diagnostic criteria for Alzheimer's disease vascular dementia and dementia with Lewy bodies. Br. J. Psychiatry 174 (1999) 45-50
    • (1999) Br. J. Psychiatry , vol.174 , pp. 45-50
    • Holmes, C.1    Cairns, N.2    Lantos, P.3    Mann, A.4
  • 18
    • 0027217334 scopus 로고
    • Rate of cognitive decline in Alzheimer's disease is associated with EEG alpha power
    • Kuskowski M.A., Mortimer J.A., Morley G.K., Malone S.M., and Okaya A.J. Rate of cognitive decline in Alzheimer's disease is associated with EEG alpha power. Biol. Psychiatry 33 8-9 (1993) 650-652
    • (1993) Biol. Psychiatry , vol.33 , Issue.8-9 , pp. 650-652
    • Kuskowski, M.A.1    Mortimer, J.A.2    Morley, G.K.3    Malone, S.M.4    Okaya, A.J.5
  • 19
    • 45549106179 scopus 로고    scopus 로고
    • A two stage failure model for Bayesian change point analysis
    • Lin J. A two stage failure model for Bayesian change point analysis. IEEE Trans. Reliab. 57 2 (2008) 388-393
    • (2008) IEEE Trans. Reliab. , vol.57 , Issue.2 , pp. 388-393
    • Lin, J.1
  • 20
    • 0036489045 scopus 로고    scopus 로고
    • Latent class models for joint analysis of longitudinal biomarker and event process data: application to longitudinal prostate-specific antigen readings and prostate cancer
    • Lin H., Turnbull B.W., McCulloch C.E., and Slate E.H. Latent class models for joint analysis of longitudinal biomarker and event process data: application to longitudinal prostate-specific antigen readings and prostate cancer. J. Am. Stat. Assoc. 97 (2002) 53-65
    • (2002) J. Am. Stat. Assoc. , vol.97 , pp. 53-65
    • Lin, H.1    Turnbull, B.W.2    McCulloch, C.E.3    Slate, E.H.4
  • 21
    • 0021271971 scopus 로고
    • Clinical diagnosis for Alzheimer's disease. Report of the NINCDS-ADRDA work group under the auspices of the Department of Health and Human Services Task force on Alzheimer's disease
    • McKhann G., Drachman D., Folstein M., Katxman R., Price D., and Stadlan E. Clinical diagnosis for Alzheimer's disease. Report of the NINCDS-ADRDA work group under the auspices of the Department of Health and Human Services Task force on Alzheimer's disease. Neurology 34 (1984) 939-944
    • (1984) Neurology , vol.34 , pp. 939-944
    • McKhann, G.1    Drachman, D.2    Folstein, M.3    Katxman, R.4    Price, D.5    Stadlan, E.6
  • 22
    • 0037203110 scopus 로고    scopus 로고
    • Predicting time to prostate cancer recurrence based on joint models for non-linear longitudinal biomarkers and event time outcomes
    • Pauler D.K., and Finkelstein D.M. Predicting time to prostate cancer recurrence based on joint models for non-linear longitudinal biomarkers and event time outcomes. Stat. Med. 21 (2002) 3897-3911
    • (2002) Stat. Med. , vol.21 , pp. 3897-3911
    • Pauler, D.K.1    Finkelstein, D.M.2
  • 23
    • 0033933313 scopus 로고    scopus 로고
    • A mixture model for longitudinal data with application to assessment of noncompliance
    • Pauler D.K., and Laird N.M. A mixture model for longitudinal data with application to assessment of noncompliance. Biometrics 56 (2000) 464-472
    • (2000) Biometrics , vol.56 , pp. 464-472
    • Pauler, D.K.1    Laird, N.M.2
  • 24
    • 0038792258 scopus 로고    scopus 로고
    • The K variant of the butyrylcholinesterase enzyme is associated with significantly slower cognitive decline and predicts treatment response in dementia patients
    • Perry E., McKeith I., and Ballard C. The K variant of the butyrylcholinesterase enzyme is associated with significantly slower cognitive decline and predicts treatment response in dementia patients. Neurology 10 (2003) 1852-1853
    • (2003) Neurology , vol.10 , pp. 1852-1853
    • Perry, E.1    McKeith, I.2    Ballard, C.3
  • 26
    • 9144244822 scopus 로고    scopus 로고
    • A multivariate, multilevel Rausch model for self reported criminal behavior
    • Raudenbusch S.W., Johnson C., and Simpson R.J. A multivariate, multilevel Rausch model for self reported criminal behavior. Sociol. Methodol. 33 1 (2003) 169-211
    • (2003) Sociol. Methodol. , vol.33 , Issue.1 , pp. 169-211
    • Raudenbusch, S.W.1    Johnson, C.2    Simpson, R.J.3
  • 28
    • 19344364081 scopus 로고    scopus 로고
    • Test-retest reliable coefficients and 5 year change scores for the MMSE and 3MS
    • Tombaugh T.N. Test-retest reliable coefficients and 5 year change scores for the MMSE and 3MS. Arch. Clin. Neuropsychol. 20 4 (2005) 485-503
    • (2005) Arch. Clin. Neuropsychol. , vol.20 , Issue.4 , pp. 485-503
    • Tombaugh, T.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.