-
2
-
-
0000193853
-
On Gibbs sampling for state space models
-
Carter C.K., and Kohn R. On Gibbs sampling for state space models. Biometrika 81 (1994) 541-553
-
(1994)
Biometrika
, vol.81
, pp. 541-553
-
-
Carter, C.K.1
Kohn, R.2
-
4
-
-
0347994096
-
Random effects selection in linear mixed models
-
Chen Z., and Dunson D. Random effects selection in linear mixed models. Biometrics 59 (2003) 762-769
-
(2003)
Biometrics
, vol.59
, pp. 762-769
-
-
Chen, Z.1
Dunson, D.2
-
6
-
-
51149101625
-
State space mixed models for longitudinal observations with binary and binomial responses
-
Czado C., and Song P.X.-K. State space mixed models for longitudinal observations with binary and binomial responses. Statistical Papers 49 (2008) 691-714
-
(2008)
Statistical Papers
, vol.49
, pp. 691-714
-
-
Czado, C.1
Song, P.X.-K.2
-
7
-
-
0001325243
-
The simulation smoother for time series models
-
De Jong P., and Shephard N. The simulation smoother for time series models. Biometrika 82 (1995) 339-350
-
(1995)
Biometrika
, vol.82
, pp. 339-350
-
-
De Jong, P.1
Shephard, N.2
-
8
-
-
0034354798
-
Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives
-
Durbin J., and Koopman S.J. Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives. Journal of the Royal Statistical Society, Series. B 62 (2000) 3-56
-
(2000)
Journal of the Royal Statistical Society, Series. B
, vol.62
, pp. 3-56
-
-
Durbin, J.1
Koopman, S.J.2
-
12
-
-
0000712567
-
Bayesian model discrimination and Bayes factors for linear Gaussian state space models
-
Frühwirth-Schnatter S. Bayesian model discrimination and Bayes factors for linear Gaussian state space models. Journal of the Royal Statistical Society, Ser. B 57 (1995) 237-246
-
(1995)
Journal of the Royal Statistical Society, Ser. B
, vol.57
, pp. 237-246
-
-
Frühwirth-Schnatter, S.1
-
14
-
-
33845783041
-
Efficient Bayesian parameter estimation for state space models based on reparameterizations
-
Harvey A., Koopman S.J., and Shephard N. (Eds), Cambridge University Press, Cambridge
-
Frühwirth-Schnatter S. Efficient Bayesian parameter estimation for state space models based on reparameterizations. In: Harvey A., Koopman S.J., and Shephard N. (Eds). State Space and Unobserved Component Models: Theory and Applications. Proceedings of a Conference in Honour of James Durbin (2004), Cambridge University Press, Cambridge 123-151
-
(2004)
State Space and Unobserved Component Models: Theory and Applications. Proceedings of a Conference in Honour of James Durbin
, pp. 123-151
-
-
Frühwirth-Schnatter, S.1
-
16
-
-
70349816927
-
Improved auxiliary mixture sampling for hierarchical models of non-Gaussian data
-
forthcoming
-
Frühwirth-Schnatter, S., Frühwirth, R., Held, L., Rue, H., 2009. Improved auxiliary mixture sampling for hierarchical models of non-Gaussian data. Statistics and Computing, 19 (forthcoming)
-
(2009)
Statistics and Computing
, vol.19
-
-
Frühwirth-Schnatter, S.1
Frühwirth, R.2
Held, L.3
Rue, H.4
-
17
-
-
37249017545
-
Bayesian parsimonious covariance estimation for hierarchical linear mixed models
-
Frühwirth-Schnatter S., and Tüchler R. Bayesian parsimonious covariance estimation for hierarchical linear mixed models. Statistics and Computing 18 (2008) 1-13
-
(2008)
Statistics and Computing
, vol.18
, pp. 1-13
-
-
Frühwirth-Schnatter, S.1
Tüchler, R.2
-
18
-
-
33845796064
-
Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modelling
-
Frühwirth-Schnatter S., and Wagner H. Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modelling. Biometrika 93 (2006) 827-841
-
(2006)
Biometrika
, vol.93
, pp. 827-841
-
-
Frühwirth-Schnatter, S.1
Wagner, H.2
-
20
-
-
84867086419
-
Prior distributions for variance parameters in hierarchical models
-
Gelman A. Prior distributions for variance parameters in hierarchical models. Bayesian Analysis 1 (2006) 515-534
-
(2006)
Bayesian Analysis
, vol.1
, pp. 515-534
-
-
Gelman, A.1
-
22
-
-
0031526204
-
Approaches for Bayesian variable selection
-
George E.I., and McCulloch R. Approaches for Bayesian variable selection. Statistica Sinica 7 (1997) 339-373
-
(1997)
Statistica Sinica
, vol.7
, pp. 339-373
-
-
George, E.I.1
McCulloch, R.2
-
23
-
-
0000647838
-
Variable selection and model comparison in regression
-
Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds), Oxford University Press
-
Geweke J. Variable selection and model comparison in regression. In: Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds). Bayesian Statistics 5 - Proceedings of the Fifth Valencia International Meeting (1996), Oxford University Press 609-620
-
(1996)
Bayesian Statistics 5 - Proceedings of the Fifth Valencia International Meeting
, pp. 609-620
-
-
Geweke, J.1
-
24
-
-
77956889087
-
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
-
Green P.J. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination. Biometrika 82 (1995) 711-732
-
(1995)
Biometrika
, vol.82
, pp. 711-732
-
-
Green, P.J.1
-
26
-
-
0001308047
-
The effects of seat belt legislation on British road casualties: A case study in structural time series modelling
-
Harvey A.C., and Durbin J. The effects of seat belt legislation on British road casualties: A case study in structural time series modelling. Journal of the Royal Statistical Society, Series. A 149 (1986) 187-227
-
(1986)
Journal of the Royal Statistical Society, Series. A
, vol.149
, pp. 187-227
-
-
Harvey, A.C.1
Durbin, J.2
-
27
-
-
84867151416
-
Bayesian auxiliary variable models for binary and multinomial regression
-
Holmes C.C., and Held L. Bayesian auxiliary variable models for binary and multinomial regression. Bayesian Analysis 1 (2006) 145-168
-
(2006)
Bayesian Analysis
, vol.1
, pp. 145-168
-
-
Holmes, C.C.1
Held, L.2
-
29
-
-
67651246919
-
On the effect of prior assumptions in Bayesian model averaging with applications to growth regression
-
Ley E., and Steel M.F.J. On the effect of prior assumptions in Bayesian model averaging with applications to growth regression. Journal of Applied Econometrics 24 (2009) 651-674
-
(2009)
Journal of Applied Econometrics
, vol.24
, pp. 651-674
-
-
Ley, E.1
Steel, M.F.J.2
-
30
-
-
0001857092
-
Fractional Bayes factors for model comparison (Disc: p. 118-138)
-
O'Hagan A. Fractional Bayes factors for model comparison (Disc: p. 118-138). Journal of the Royal Statistical Society, Ser. B 57 (1995) 99-118
-
(1995)
Journal of the Royal Statistical Society, Ser. B
, vol.57
, pp. 99-118
-
-
O'Hagan, A.1
-
31
-
-
0040291797
-
Analytic convergence rates and parameterization issues for the Gibbs sampler applied to state space models
-
Pitt M.K., and Shephard N. Analytic convergence rates and parameterization issues for the Gibbs sampler applied to state space models. Journal of Time Series Analysis 20 (1999) 63-85
-
(1999)
Journal of Time Series Analysis
, vol.20
, pp. 63-85
-
-
Pitt, M.K.1
Shephard, N.2
-
32
-
-
0038853197
-
Partial non-Gaussian state space
-
Shephard N. Partial non-Gaussian state space. Biometrika 81 (1994) 115-131
-
(1994)
Biometrika
, vol.81
, pp. 115-131
-
-
Shephard, N.1
-
33
-
-
0042595678
-
A Bayesian approach to model selection in stochastic coefficient regression models and structural time series models
-
Shively T.S., and Kohn R. A Bayesian approach to model selection in stochastic coefficient regression models and structural time series models. Journal of Econometrics 76 (1997) 39-52
-
(1997)
Journal of Econometrics
, vol.76
, pp. 39-52
-
-
Shively, T.S.1
Kohn, R.2
-
34
-
-
0000307942
-
Variable selection and function estimation in additive nonparametric regression using a data-based prior
-
Shively T.S., Kohn R., and Wood S. Variable selection and function estimation in additive nonparametric regression using a data-based prior. Journal of the American Statistical Association 94 (1999) 777-794
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 777-794
-
-
Shively, T.S.1
Kohn, R.2
Wood, S.3
-
35
-
-
0000824232
-
Nonparametric regression using Bayesian variable selection
-
Smith M., and Kohn R. Nonparametric regression using Bayesian variable selection. Journal of Econometrics 75 (1996) 317-343
-
(1996)
Journal of Econometrics
, vol.75
, pp. 317-343
-
-
Smith, M.1
Kohn, R.2
-
36
-
-
0036970576
-
Parsimonious covariance matrix estimation for longitudinal data
-
Smith M., and Kohn R. Parsimonious covariance matrix estimation for longitudinal data. Journal of the American Statistical Association 97 (2002) 1141-1153
-
(2002)
Journal of the American Statistical Association
, vol.97
, pp. 1141-1153
-
-
Smith, M.1
Kohn, R.2
-
37
-
-
41949117135
-
Bayesian variable selection for logistic models using auxiliary mixture sampling
-
Tüchler R. Bayesian variable selection for logistic models using auxiliary mixture sampling. Journal of Computational and Graphical Statistics 17 (2008) 76-94
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, pp. 76-94
-
-
Tüchler, R.1
|