메뉴 건너뛰기




Volumn 24, Issue 3, 1996, Pages 385-402

State-space models for multivariate longitudinal data of mixed types

Author keywords

Dynamic generalized linear model; Estimating equation; Exponential dispersion model; Generalized linear model; Kalman filter and smoother; Regression model; Residual analysis; Time varying covariates; Tweedie class

Indexed keywords


EID: 17944395384     PISSN: 03195724     EISSN: None     Source Type: Journal    
DOI: 10.2307/3315747     Document Type: Article
Times cited : (37)

References (22)
  • 1
    • 84986802417 scopus 로고
    • Approximate filtering of parameter driven processes
    • Azzalini, A. (1982). Approximate filtering of parameter driven processes. J. Time Ser. Anal., 3, 38-44.
    • (1982) J. Time Ser. Anal. , vol.3 , pp. 38-44
    • Azzalini, A.1
  • 2
    • 21844487061 scopus 로고
    • Monte Carlo EM estimation for time series models involving counts
    • Chan, K.S., and Ledolter, J. (1995). Monte Carlo EM estimation for time series models involving counts. J. Amer. Statist. Assoc., 90, 242-252.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 242-252
    • Chan, K.S.1    Ledolter, J.2
  • 3
    • 0001672910 scopus 로고
    • Smoothing and interpolation with the state-space model
    • De Jong, P. (1989). Smoothing and interpolation with the state-space model. J. Amer. Statist. Assoc., 84, 1085-1088.
    • (1989) J. Amer. Statist. Assoc. , vol.84 , pp. 1085-1088
    • De Jong, P.1
  • 4
    • 0000785218 scopus 로고
    • The diffuse Kalman filter
    • De Jong, P. (1990). The diffuse Kalman filter. Ann. Statist., 19, 1073-1083.
    • (1990) Ann. Statist. , vol.19 , pp. 1073-1083
    • De Jong, P.1
  • 5
    • 0001325243 scopus 로고
    • The simulation smoother for time series models
    • De Jong, P., and Shephard, N. (1995). The simulation smoother for time series models. Biometrika, 82, 339-350.
    • (1995) Biometrika , vol.82 , pp. 339-350
    • De Jong, P.1    Shephard, N.2
  • 7
    • 0011311802 scopus 로고
    • Extensions of Kalman modelling to non-Gaussian observations
    • Durbin, J. (1990). Extensions of Kalman modelling to non-Gaussian observations. Quaderni Statist. e Mat. Apl. Sci. Econ.-Soc., 12, 3-12.
    • (1990) Quaderni Statist. e Mat. Apl. Sci. Econ.-Soc. , vol.12 , pp. 3-12
    • Durbin, J.1
  • 8
    • 0002498495 scopus 로고
    • On kalman filtering, posterior mode estimation and Fisher scoring in dynamic exponential family regression
    • Fahrmeir, L., and Kaufmann, H. (1991). On Kalman filtering, posterior mode estimation and Fisher scoring in dynamic exponential family regression. Metrika, 38, 37-60.
    • (1991) Metrika , vol.38 , pp. 37-60
    • Fahrmeir, L.1    Kaufmann, H.2
  • 12
    • 84952527343 scopus 로고
    • Time series models for observations or qualitative observations (with discussion)
    • Harvey, A.C., and Fernandes, C. (1989). Time series models for observations or qualitative observations (with discussion). J. Bus. Econom. Statist., 7, 407-422.
    • (1989) J. Bus. Econom. Statist. , vol.7 , pp. 407-422
    • Harvey, A.C.1    Fernandes, C.2
  • 13
    • 0000820539 scopus 로고
    • Some properties of exponential dispersion models
    • Jørgensen, B. (1986). Some properties of exponential dispersion models. Scand. J. Statist., 13, 187-197.
    • (1986) Scand. J. Statist. , vol.13 , pp. 187-197
    • Jørgensen, B.1
  • 14
    • 0000955861 scopus 로고
    • Exponential dispersion models (with discussion)
    • Jørgensen, B. (1987). Exponential dispersion models (with discussion). J. Roy. Statist. Soc. Ser. B, 49, 127-162.
    • (1987) J. Roy. Statist. Soc. Ser. B , vol.49 , pp. 127-162
    • Jørgensen, B.1
  • 17
    • 0029960930 scopus 로고    scopus 로고
    • A longitudinal study of emergency room visits and air pollution for Prince George, British Columbia
    • Jørgensen, B., Lundbye-Christensen, S., Song, P.X.-K., and Sun, L. (1996b). A longitudinal study of emergency room visits and air pollution for Prince George, British Columbia. Statist. Med., 15, 823-836.
    • (1996) Statist. Med. , vol.15 , pp. 823-836
    • Jørgensen, B.1    Lundbye-Christensen, S.2    Song, P.X.-K.3    Sun, L.4
  • 18
  • 19
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang, K.-Y., and Zeger, S.L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 21
    • 0038853197 scopus 로고
    • Partial non-gaussian state space
    • Shephard, N. (1994). Partial non-Gaussian state space. Biometrika, 81, 115-131.
    • (1994) Biometrika , vol.81 , pp. 115-131
    • Shephard, N.1
  • 22
    • 0013136164 scopus 로고
    • A regression model for time series of counts
    • Zeger, S.L. (1988). A regression model for time series of counts. Biometrika, 75, 31-38.
    • (1988) Biometrika , vol.75 , pp. 31-38
    • Zeger, S.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.