메뉴 건너뛰기




Volumn 62, Issue 1, 2008, Pages 4-28

Continuous time modeling of panel data: SEM versus filter techniques

Author keywords

Damped linear oscillator; Exact discrete model; Kalman filter; Random subject effects; State space model; Structural equation modeling

Indexed keywords


EID: 38349058269     PISSN: 00390402     EISSN: 14679574     Source Type: Journal    
DOI: 10.1111/j.1467-9574.2007.00376.x     Document Type: Article
Times cited : (29)

References (50)
  • 2
    • 84928442753 scopus 로고
    • Linear stochastic differential equations for panel data with unobserved variables
    • N. B. Tuma (. ed. Jossey-Bass, Washington, DC
    • Arminger, G 1986 Linear stochastic differential equations for panel data with unobserved variables, in : N. B. Tuma (ed Sociological methodology, Jossey-Bass, Washington, DC, 187 212.
    • (1986) Sociological Methodology , pp. 187-212
    • Arminger, G.1
  • 4
    • 0002090746 scopus 로고
    • On the theoretical specification and sampling properties of autocorrelated time-series
    • Bartlett, M. S. (1946 On the theoretical specification and sampling properties of autocorrelated time-series, Journal of the Royal Statistical Society (Supplement) 7, 27 41.
    • (1946) Journal of the Royal Statistical Society (Supplement) , vol.7 , pp. 27-41
    • Bartlett, M.S.1
  • 5
    • 70350109058 scopus 로고
    • Continuous time stochastic models and issues of aggregation over time
    • Z. Griliches. M. D. Intriligator (. eds. (Vol. 2), North-Holland, Amsterdam
    • Bergstrom, A. R 1984 Continuous time stochastic models and issues of aggregation over time, in : Z. Griliches M. D. Intriligator (eds Handbook of econometrics (Vol. 2), North-Holland, Amsterdam, 1145 1212.
    • (1984) Handbook of Econometrics , pp. 1145-1212
    • Bergstrom, A.R.1
  • 6
    • 84974313172 scopus 로고
    • The history of continuous-time econometric models
    • Bergstrom, A. R. (1988 The history of continuous-time econometric models, Econometric Theory 4, 365 383.
    • (1988) Econometric Theory , vol.4 , pp. 365-383
    • Bergstrom, A.R.1
  • 7
    • 32744460393 scopus 로고    scopus 로고
    • Latent differential equation modeling with multivariate multi-occasion indicators
    • K. Van Montfort, J. Oud. A. Satorra (. eds. Kluwer Academic Publishers, Dordrecht
    • Boker, S., M. Neale J. Rausch (2004 Latent differential equation modeling with multivariate multi-occasion indicators, in : K. Van Montfort, J. Oud A. Satorra (eds Recent developments on structural equation models: theory and applications, Kluwer Academic Publishers, Dordrecht, 151 174.
    • (2004) Recent Developments on Structural Equation Models: Theory and Applications , pp. 151-174
    • Boker, S.1    Neale, M.2    Rausch, J.3
  • 8
    • 0002421945 scopus 로고
    • Specification and estimation of mean- and covariance-structure models
    • G. Arminger, C. C. Clogg. M. E. Sobel (. eds. Plenum Press, New York
    • Browne, M. W G. Arminger (1995 Specification and estimation of mean- and covariance-structure models, in : G. Arminger, C. C. Clogg M. E. Sobel (eds Handbook of statistical modeling for the social and behavioral sciences, Plenum Press, New York, 185 249.
    • (1995) Handbook of Statistical Modeling for the Social and Behavioral Sciences , pp. 185-249
    • Browne, M.W.1    Arminger, G.2
  • 9
    • 0015982946 scopus 로고
    • Maximum likelihood estimation of parameters in multivariate Gaussian processes
    • Caines, P. E. J. Rissanen (1974 Maximum likelihood estimation of parameters in multivariate Gaussian processes, IEEE Transactions on Information Theory 20, 102 104.
    • (1974) IEEE Transactions on Information Theory , vol.20 , pp. 102-104
    • Caines, P.E.1    Rissanen, J.2
  • 10
    • 0002313086 scopus 로고
    • The mathematical study of change
    • H. M. Blalock. A. Blalock (. eds. McGraw-Hill, New York
    • Coleman, J. S 1968 The mathematical study of change, in : H. M. Blalock A. Blalock (eds Methodology in social research, McGraw-Hill, New York, 428 478.
    • (1968) Methodology in Social Research , pp. 428-478
    • Coleman, J.S.1
  • 11
    • 15244360616 scopus 로고
    • Parameter estimation of partially observed continuous time stochastic processes via the em algorithm
    • Dembo, A. O. Zeitouni (1986 Parameter estimation of partially observed continuous time stochastic processes via the EM algorithm, Stochastic Processes and their Applications 23, 91 113.
    • (1986) Stochastic Processes and Their Applications , vol.23 , pp. 91-113
    • Dembo, A.1    Zeitouni, O.2
  • 12
    • 6244253939 scopus 로고
    • Continuous-time econometrics has come of age
    • G. Gandolfo (. ed. Chapman & Hall, London
    • Gandolfo, G 1993 Continuous-time econometrics has come of age, in : G. Gandolfo (ed Continuous time econometrics, Chapman & Hall, London, 1 11.
    • (1993) Continuous Time Econometrics , pp. 1-11
    • Gandolfo, G.1
  • 13
    • 0018478511 scopus 로고
    • Linear system identification from nonstationary cross-sectional data
    • Goodrich, R. L. P. E. Caines (1979 Linear system identification from nonstationary cross-sectional data, IEEE Transactions on Automatic Control 24, 403 411.
    • (1979) IEEE Transactions on Automatic Control , vol.24 , pp. 403-411
    • Goodrich, R.L.1    Caines, P.E.2
  • 14
    • 84963122801 scopus 로고
    • Problems with the estimation of stochastic differential equations using structural equations models
    • Hamerle, A., W. Nagl H. Singer (1991 Problems with the estimation of stochastic differential equations using structural equations models, Journal of Mathematical Sociology 16, 201 220.
    • (1991) Journal of Mathematical Sociology , vol.16 , pp. 201-220
    • Hamerle, A.1    Nagl, W.2    Singer, H.3
  • 15
    • 21144483523 scopus 로고
    • Identification and estimation of continuous time dynamic systems with exogenous variables using panel data
    • Hamerle, A., H. Singer W. Nagl (1993 Identification and estimation of continuous time dynamic systems with exogenous variables using panel data, Econometric Theory 9, 283 295.
    • (1993) Econometric Theory , vol.9 , pp. 283-295
    • Hamerle, A.1    Singer, H.2    Nagl, W.3
  • 17
    • 0007009217 scopus 로고
    • Time series analysis with unequally spaced data
    • E. J. Hannan, P. R. Krishnaiah. M. M. Rao (. eds. Vol. 5, Time series in the time domain, North-Holland, Amsterdam
    • Jones, R. H 1985 Time series analysis with unequally spaced data, in : E. J. Hannan, P. R. Krishnaiah M. M. Rao (eds Handbook of statistics, Vol. 5, Time series in the time domain, North-Holland, Amsterdam, 157 177.
    • (1985) Handbook of Statistics , pp. 157-177
    • Jones, R.H.1
  • 19
    • 0002548788 scopus 로고
    • A general method for estimating a structural equation system
    • A. S. Goldberger. O. D. Duncan (. eds. Seminar, New York
    • Jöreskog, K. G 1973 A general method for estimating a structural equation system, in : A. S. Goldberger O. D. Duncan (eds Structural equation models in the social sciences, Seminar, New York, 85 112.
    • (1973) Structural Equation Models in the Social Sciences , pp. 85-112
    • Jöreskog, K.G.1
  • 23
    • 0014974224 scopus 로고
    • Identification of stochastic linear dynamic systems using Kalman filter representation
    • Mehra, R. K. (1971 Identification of stochastic linear dynamic systems using Kalman filter representation, AIAA Journal 9, 28 31.
    • (1971) AIAA Journal , vol.9 , pp. 28-31
    • Mehra, R.K.1
  • 24
    • 0000312259 scopus 로고
    • A dynamic factor model for the analysis of multivariate time series
    • Molenaar, P. C. M. (1985 A dynamic factor model for the analysis of multivariate time series, Psychometrika 50, 181 202.
    • (1985) Psychometrika , vol.50 , pp. 181-202
    • Molenaar, P.C.M.1
  • 25
    • 21144464195 scopus 로고
    • Dynamic factor analysis of nonstationary multivariate time series
    • Molenaar, P. C. M., J. G. De Gooijer B. Schmitz (1992 Dynamic factor analysis of nonstationary multivariate time series, Psychometrika 57, 333 349.
    • (1992) Psychometrika , vol.57 , pp. 333-349
    • Molenaar, P.C.M.1    De Gooijer, J.G.2    Schmitz, B.3
  • 26
    • 0005762457 scopus 로고    scopus 로고
    • Individual fit, heterogeneity, and missing data in multigroup structural equation modeling
    • T. D. Little, K. U. Schnabel. J. Baumert (. eds. Lawrence Erlbaum Associates, Mahwah NJ
    • Neale, M. C 2000 Individual fit, heterogeneity, and missing data in multigroup structural equation modeling, in : T. D. Little, K. U. Schnabel J. Baumert (eds Modeling longitudinal and multilevel data, Lawrence Erlbaum Associates, Mahwah NJ, 219 240.
    • (2000) Modeling Longitudinal and Multilevel Data , pp. 219-240
    • Neale, M.C.1
  • 30
    • 84925699861 scopus 로고    scopus 로고
    • Continuous time modeling of reciprocal effects in the cross-lagged panel design
    • S. M. Boker. M. J. Wenger (. eds. Lawrence Erlbaum Associates, Mahwah NJ
    • Oud, J. H. L 2007a Continuous time modeling of reciprocal effects in the cross-lagged panel design, in : S. M. Boker M. J. Wenger (eds Data analytic techniques for dynamical systems, Lawrence Erlbaum Associates, Mahwah NJ, 87 129.
    • (2007) Data Analytic Techniques for Dynamical Systems , pp. 87-129
    • Oud, J.H.L.1
  • 31
    • 85145153167 scopus 로고    scopus 로고
    • Comparison of four procedures to estimate the damped linear differential oscillator for panel data
    • K. Van Montfort, J. Oud. A. Satorra (. eds. Lawrence Erlbaum Associates, Mahwah NJ
    • Oud, J. H. L 2007b Comparison of four procedures to estimate the damped linear differential oscillator for panel data, in : K. Van Montfort, J. Oud A. Satorra (eds Longitudinal models in the behavioral and related sciences, Lawrence Erlbaum Associates, Mahwah NJ, 19 39.
    • (2007) Longitudinal Models in the Behavioral and Related Sciences , pp. 19-39
    • Oud, J.H.L.1
  • 32
    • 0002670445 scopus 로고    scopus 로고
    • Nonstationary longitudinal LISREL model estimation from incomplete panel data using em and the Kalman smoother
    • U. Engel. J. Reinecke (. eds. Walter de Gruyter, Berlin
    • Oud, J. H. L. R. A. R. G. Jansen (1996 Nonstationary longitudinal LISREL model estimation from incomplete panel data using EM and the Kalman smoother, in : U. Engel J. Reinecke (eds Analysis of change: advanced techniques in panel data analysis, Walter de Gruyter, Berlin, 135 159.
    • (1996) Analysis of Change: Advanced Techniques in Panel Data Analysis , pp. 135-159
    • Oud, J.H.L.1    Jansen, R.A.R.G.2
  • 33
    • 0034345722 scopus 로고    scopus 로고
    • Continuous time state space modeling of panel data by means of SEM
    • Oud, J. H. L. R. A. R. G. Jansen (2000 Continuous time state space modeling of panel data by means of SEM, Psychometrika 65, 199 215.
    • (2000) Psychometrika , vol.65 , pp. 199-215
    • Oud, J.H.L.1    Jansen, R.A.R.G.2
  • 35
    • 84918948469 scopus 로고
    • Modeling of continuous stochastic processes from discrete observations with applications to sunspot data
    • Phadke, M. S. S. M. Wu (1974 Modeling of continuous stochastic processes from discrete observations with applications to sunspot data, Journal of the American Statistical Association 69, 325 329.
    • (1974) Journal of the American Statistical Association , vol.69 , pp. 325-329
    • Phadke, M.S.1    Wu, S.M.2
  • 37
    • 84939734910 scopus 로고
    • Evaluation of likelihood functions for Gaussian signals
    • Schweppe, F. (1965 Evaluation of likelihood functions for Gaussian signals, IEEE Transactions on Information Theory 11, 61 70.
    • (1965) IEEE Transactions on Information Theory , vol.11 , pp. 61-70
    • Schweppe, F.1
  • 38
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecasting using the em algorithm
    • Shumway, R. H. D. S. Stoffer (1982 An approach to time series smoothing and forecasting using the EM algorithm, Journal of Time Series Analysis 3, 253 264.
    • (1982) Journal of Time Series Analysis , vol.3 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 41
    • 38349062560 scopus 로고
    • LSDE - a program package for the simulation, graphical display, optimal filtering and maximum likelihood estimation of linear stochastic differential equations: User's guide, Author, Meersburg.
    • Singer, H. (1991 LSDE - a program package for the simulation, graphical display, optimal filtering and maximum likelihood estimation of linear stochastic differential equations: User's guide, Author, Meersburg.
    • (1991)
    • Singer, H.1
  • 43
    • 84933487845 scopus 로고
    • The aliasing-phenomenon in visual terms
    • Singer, H. (1992b The aliasing-phenomenon in visual terms, Journal of Mathematical Sociology 17, 39 49.
    • (1992) Journal of Mathematical Sociology , vol.17 , pp. 39-49
    • Singer, H.1
  • 44
    • 84981368454 scopus 로고
    • Continuous-time dynamical systems with sampled data, errors of measurement and unobserved components
    • Singer, H. (1993 Continuous-time dynamical systems with sampled data, errors of measurement and unobserved components, Journal of Time Series Analysis 14, 527 545.
    • (1993) Journal of Time Series Analysis , vol.14 , pp. 527-545
    • Singer, H.1
  • 45
    • 84974059055 scopus 로고
    • Analytical score function for irregularly sampled continuous time stochastic processes with control variables and missing values
    • Singer, H. (1995 Analytical score function for irregularly sampled continuous time stochastic processes with control variables and missing values, Econometric Theory 11, 721 735.
    • (1995) Econometric Theory , vol.11 , pp. 721-735
    • Singer, H.1
  • 46
    • 0003162996 scopus 로고    scopus 로고
    • Continuous panel models with time dependent parameters
    • Singer, H. (1998 Continuous panel models with time dependent parameters, Journal of Mathematical Sociology 23, 77 98.
    • (1998) Journal of Mathematical Sociology , vol.23 , pp. 77-98
    • Singer, H.1
  • 48
    • 85145127046 scopus 로고    scopus 로고
    • Stochastic differential equation models with sampled data
    • K. Van Montfort, J. Oud. A. Satorra (. eds. Lawrence Erlbaum Associates, Mahwah NJ
    • Singer, H. (2007 Stochastic differential equation models with sampled data, in : K. Van Montfort, J. Oud A. Satorra (eds Longitudinal models in the behavioral and related sciences, Lawrence Erlbaum Associates, Mahwah NJ, 73 106.
    • (2007) Longitudinal Models in the Behavioral and Related Sciences , pp. 73-106
    • Singer, H.1
  • 50
    • 0002298117 scopus 로고    scopus 로고
    • Longitudinal and multigroup modeling with missing data
    • T. D. Little, K. U. Schnabel. J. Baumert (. eds. Lawrence Erlbaum Associates, Mahwah, NJ
    • Wothke, W 2000 Longitudinal and multigroup modeling with missing data, in : T. D. Little, K. U. Schnabel J. Baumert (eds Modeling longitudinal and multilevel data, Lawrence Erlbaum Associates, Mahwah, NJ, 219 240.
    • (2000) Modeling Longitudinal and Multilevel Data , pp. 219-240
    • Wothke, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.