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Volumn 36, Issue 12, 2010, Pages 1-16

An R package for dynamic linear models

Author keywords

Bayesian inference; Forward filtering backward sampling; Kalman filter; R; State space models

Indexed keywords


EID: 78650583062     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v036.i12     Document Type: Article
Times cited : (172)

References (21)
  • 1
    • 0000193853 scopus 로고
    • On Gibbs Sampling for State Space Models
    • Carter CK, Kohn R (1994). "On Gibbs Sampling for State Space Models." Biometrika, 81, 541-553.
    • (1994) Biometrika , vol.81 , pp. 541-553
    • Carter, C.K.1    Kohn, R.2
  • 2
    • 33646336648 scopus 로고    scopus 로고
    • Formulating State Space Models in R with Focus on Longitudinal Regression Models
    • Dethlefsen C, Lundbye-Christensen S. (2006). "Formulating State Space Models in R with Focus on Longitudinal Regression Models." Journal of Statistical Software, 16(1), 1-15. URL http://www.jstatsoft.org/v16/i01.
    • (2006) Journal of Statistical Software , vol.16 , Issue.1 , pp. 1-15
    • Dethlefsen, C.1    Lundbye-Christensen, S.2
  • 4
    • 78650547611 scopus 로고    scopus 로고
    • Brief User's Guide: Dynamic Systems Estimation (dse)
    • Gilbert PD (2009). Brief User's Guide: Dynamic Systems Estimation (dse). R package version 2009.10-12, URL http://CRAN.R-project.org/package=dse.
    • (2009) R Package Version , pp. 10-12
    • Gilbert, P.D.1
  • 5
    • 0038312668 scopus 로고
    • Adaptive Rejection Metropolis Sampling within Gibbs Sampling
    • Corr: 1997, 46, 541-542, with R.M. Neal
    • Gilks WR, Best NG, Tan KKC (1995). "Adaptive Rejection Metropolis Sampling within Gibbs Sampling." Applied Statistics, 44, 455-472. Corr: 1997, 46, 541-542, with R.M. Neal.
    • (1995) Applied Statistics , vol.44 , pp. 455-472
    • Gilks, W.R.1    Best, N.G.2    Tan, K.K.C.3
  • 6
    • 0242600887 scopus 로고    scopus 로고
    • OE Barndorff-Nielsen, DR Cox, C Klüppelberg (eds.), Complex Stochastic Systems. Chapman & Hall/CRC, Boca Raton
    • Green PJ (2001). "A Primer on Markov Chain Monte Carlo." In OE Barndorff-Nielsen, DR Cox, C Klüppelberg (eds.), Complex Stochastic Systems. Chapman & Hall/CRC, Boca Raton.
    • (2001) A Primer On Markov Chain Monte Carlo
    • Green, P.J.1
  • 8
    • 0028585595 scopus 로고
    • Hemispheric Surface Air Temperature Variations: A Reanalysis and Update to 1993
    • Jones PD (1994)."Hemispheric Surface Air Temperature Variations: A Reanalysis and Update to 1993." Journal of Climatology, 7, 1794-1802.
    • (1994) Journal of Climatology , vol.7 , pp. 1794-1802
    • Jones, P.D.1
  • 9
    • 0029480465 scopus 로고
    • Marine Surface Temperature: Observed Variations and Data Requirements
    • Parker DE, Folland CK, Jackson M (1995). "Marine Surface Temperature: Observed Variations and Data Requirements." Climatic Change, 31, 559-560.
    • (1995) Climatic Change , vol.31 , pp. 559-560
    • Parker, D.E.1    Folland, C.K.2    Jackson, M.3
  • 12
    • 21444460810 scopus 로고    scopus 로고
    • Unconstrained Parametrizations for Variance-Covariance Matrices
    • Pinheiro JC, Bates DM (1996). "Unconstrained Parametrizations for Variance-Covariance Matrices." Statistics and Computing, 6, 289-296.
    • (1996) Statistics and Computing , vol.6 , pp. 289-296
    • Pinheiro, J.C.1    Bates, D.M.2
  • 13
    • 84863304598 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • R Development Core Team, Vienna, Austria. ISBN 3-900051-07-0
    • R Development Core Team (2010). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
    • (2010) R Foundation For Statistical Computing
  • 14
    • 0038853197 scopus 로고
    • Partial Non-Gaussian State Space Models
    • Shephard N (1994). "Partial Non-Gaussian State Space Models." Biometrika, 81, 115-131.
    • (1994) Biometrika , vol.81 , pp. 115-131
    • Shephard, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.