-
1
-
-
20744437726
-
Spatially adaptive bayesian penalized regression splines (P-Splines
-
97
-
Baladandayuthapani, V., Mallick, B. K., and Carroll, R. J. (2005), "Spatially Adaptive Bayesian Penalized Regression Splines (P-Splines)," Journal of Computational and Graphical Statistics, 14, 378-394. [97]
-
(2005)
Journal of Computational and Graphical Statistics
, vol.14
, pp. 378-394
-
-
Baladandayuthapani, V.1
Mallick, B.K.2
Carroll, R.J.3
-
2
-
-
0033482454
-
Bayesian analysis of agricultural field experiments" (with discussion
-
103
-
Besag, J., and Higdon, D. (1999), "Bayesian Analysis of Agricultural Field Experiments" (with discussion), Journal of the Royal Statistical Society, Ser. B, 61, 691-746. [103]
-
(1999)
Journal of the Royal Statistical Society, Ser. B
, vol.61
, pp. 691-746
-
-
Besag, J.1
Higdon, D.2
-
4
-
-
34249054454
-
Adaptive gaussian markov random fields with applications in human brain mapping
-
97,102-104
-
Brezger, A., Fahrmeir, L., and Hennerfeind, A. (2007), "Adaptive Gaussian Markov Random Fields With Applications in Human Brain Mapping," Journal of the Royal Statistical Society, Ser. C, 56, 327-345. [97,102-104]
-
(2007)
Journal of the Royal Statistical Society, Ser. C
, vol.56
, pp. 327-345
-
-
Brezger, A.1
Fahrmeir, L.2
Hennerfeind, A.3
-
5
-
-
0000761439
-
Markov chain monte carlo in conditionally gaussian state space models
-
107
-
Carter, C. K., and Kohn, R. (1996), "Markov Chain Monte Carlo in Conditionally Gaussian State Space Models," Biometrika, 83, 589-601. [107]
-
(1996)
Biometrika
, vol.83
, pp. 589-601
-
-
Carter, C.K.1
Kohn, R.2
-
6
-
-
34250715942
-
Spatially adaptive penalized splines with heteroscedastic errors
-
97,109
-
Crainiceanu, C., Ruppert, D., Carroll, R., Adarsh, J., and Goodner, B. (2007), "Spatially Adaptive Penalized Splines With Heteroscedastic Errors," Journal of Computational and Graphical Statistics, 16, 265-288. [97, 109]
-
(2007)
Journal of Computational and Graphical Statistics
, vol.16
, pp. 265-288
-
-
Crainiceanu, C.1
Ruppert, D.2
Carroll, R.3
Adarsh, J.4
Goodner, B.5
-
8
-
-
77749296828
-
-
Ph.D. thesis, University of Missouri-Columbia, Columbia, Missouri. 108
-
Dai, L. (2008), "Topics in Objective Bayesian Methodology and Spatial-Temporal Models," Ph.D. thesis, University of Missouri-Columbia, Columbia, Missouri. [108]
-
(2008)
Topics in Objective Bayesian Methodology and Spatial-Temporal Models
-
-
Dai, L.1
-
9
-
-
0035095797
-
Bayesian estimation of semi-parametric non-stationary spatial covariance structure
-
98
-
Damian, D., Sampson, P., and Guttorp, P. (2001), "Bayesian Estimation of Semi-Parametric Non-Stationary Spatial Covariance Structure," Environmetrics, 12, 161-178. [98]
-
(2001)
Environmetrics
, vol.12
, pp. 161-178
-
-
Damian, D.1
Sampson, P.2
Guttorp, P.3
-
10
-
-
0010045457
-
Bayesian curve-fitting with free-knot splines
-
98
-
Di Matteo, I., Genovese, C. R., and Kass, R. E. (2001), "Bayesian Curve-Fitting With Free-Knot Splines," Biometrika, 88, 1055-1071. [98]
-
(2001)
Biometrika
, vol.88
, pp. 1055-1071
-
-
Di Matteo, I.1
Genovese, C.R.2
Kass, R.E.3
-
11
-
-
13444287482
-
-
technical report, North Carolina State University, Dept. of Statistics, available at, 98
-
Fuentes, M., and Smith, R. L. (2001), "A New Class of Nonstationary Spatial Models," technical report, North Carolina State University, Dept. of Statistics, available at www.stat.unc.edu/postscript/rs/nonstat.pdf. [98]
-
(2001)
A New Class of Nonstationary Spatial Models
-
-
Fuentes, M.1
Smith, R.L.2
-
12
-
-
84950453304
-
Sampling-based approaches to calculating marginal densities
-
97
-
Gelfand, A. E., and Smith, A. F. M. (1990), "Sampling-Based Approaches to Calculating Marginal Densities," Journal of the American Statistical Association, 85, 398-409. [97]
-
(1990)
Journal of the American Statistical Association
, vol.85
, pp. 398-409
-
-
Gelfand, A.E.1
Smith, A.F.M.2
-
13
-
-
0000324169
-
Adaptive rejection sampling for gibbs sampling
-
107
-
Gilks, W. R., and Wild, P. (1992), "Adaptive Rejection Sampling for Gibbs Sampling," Applied Statistics, 41, 337-348. [107]
-
(1992)
Applied Statistics
, vol.41
, pp. 337-348
-
-
Gilks, W.R.1
Wild, P.2
-
14
-
-
0038312668
-
Adaptive rejection metropolis sampling within gibbs sampling
-
107
-
Gilks, W. R., Best, N. G., and Tan, K. K. C. (1995), "Adaptive Rejection Metropolis Sampling Within Gibbs Sampling," Applied Statistics, 44, 455-472. [107]
-
(1995)
Applied Statistics
, vol.44
, pp. 455-472
-
-
Gilks, W.R.1
Best, N.G.2
Tan, K.K.C.3
-
18
-
-
0003097597
-
Smoothing by weighted averaging of rounded points
-
98
-
Härdle, W. K., and Scott, D. W. (1992), "Smoothing by Weighted Averaging of Rounded Points," Computational Statistics, 7, 97-128. [98]
-
(1992)
Computational Statistics
, vol.7
, pp. 97-128
-
-
Härdle, W.K.1
Scott, D.W.2
-
19
-
-
0003684449
-
-
Berlin: Springer-Verlag. 105,106
-
Hastie, T., Tibshirani, R., and Friedman, J. H. (2001), The Elements of Statistical Learning: Data Mining, Inference, and Prediction: With 200 Full-Color Illustrations, Berlin: Springer-Verlag. [105,106]
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction: With 200 Full-Color Illustrations
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.H.3
-
20
-
-
0000439277
-
Non-Stationary Spatial Modeling
-
eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. Smith, Oxford: Clarendon Press, 98
-
Higdon, D., Swall, J., and Kern, J. (1999), "Non-Stationary Spatial Modeling," in Bayesian Statistics 6, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. Smith, Oxford: Clarendon Press, pp. 761-768. [98]
-
(1999)
Bayesian Statistics 6
, pp. 761-768
-
-
Higdon, D.1
Swall, J.2
Kern, J.3
-
21
-
-
0030327881
-
The effect of improper priors on gibbs sampling in hierarchical linear mixed models
-
104
-
Hobert, J. P., and Casella, G. (1996), "The Effect of Improper Priors on Gibbs Sampling in Hierarchical Linear Mixed Models," Journal of the American Statistical Association, 91, 1461-1473. [104]
-
(1996)
Journal of the American Statistical Association
, vol.91
, pp. 1461-1473
-
-
Hobert, J.P.1
Casella, G.2
-
22
-
-
0035648080
-
Bayesian regression with multivariate linear splines
-
98,109
-
Holmes, C. C., and Mallick, B. K. (2001), "Bayesian Regression With Multivariate Linear Splines," Journal of the Royal Statistical Society, Ser. B, 63, 3-17. [98,109]
-
(2001)
Journal of the Royal Statistical Society, Ser. B
, vol.63
, pp. 3-17
-
-
Holmes, C.C.1
Mallick, B.K.2
-
23
-
-
34250302943
-
-
Ph.D. thesis, LMU München, Faculty of Mathematics, Computer Science and Statistics.101,103
-
Kneib, T. (2006), "Mixed Model Based Inference in Structured Additive Regression," Ph.D. thesis, LMU München, Faculty of Mathematics, Computer Science and Statistics. [101,103]
-
(2006)
Mixed Model Based Inference in Structured Additive Regression
-
-
Kneib, T.1
-
24
-
-
0005270454
-
Some remarks on gaussian markov random field models for disease mapping
-
eds. N. H. P. Green and S. Richardson, Oxford: Oxford University Press, 97
-
Knorr-Held, L. (2003), "Some Remarks on Gaussian Markov Random Field Models for Disease Mapping," in Highly Structured Stochastic Systems, eds. N. H. P. Green and S. Richardson, Oxford: Oxford University Press, pp. 260-264. [97]
-
(2003)
Highly Structured Stochastic Systems
, pp. 260-264
-
-
Knorr-Held, L.1
-
25
-
-
0141684911
-
A hierarchical model for space-time surveillance data on meningococcal disease incidence
-
107
-
Knorr-Held, L., and Richardson, S. (2003), "A Hierarchical Model for Space-Time Surveillance Data on Meningococcal Disease Incidence," Journal of the Royal Statistical Society, Ser. C, 52, 169-183. [107]
-
(2003)
Journal of the Royal Statistical Society, Ser. C
, vol.52
, pp. 169-183
-
-
Knorr-Held, L.1
Richardson, S.2
-
26
-
-
41949106948
-
Fast adaptive penalized splines
-
97,109
-
Krivobokova, T., Crainiceanu, C. M., and Kauermann, G. (2008), "Fast Adaptive Penalized Splines," Journal of Computational and Graphical Statistics, 17, 1-20. [97,109]
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, pp. 1-20
-
-
Krivobokova, T.1
Crainiceanu, C.M.2
Kauermann, G.3
-
27
-
-
1842591298
-
Bayesian P-splines
-
97,109
-
Lang, S., and Brezger, A. (2004), "Bayesian P-Splines," Journal of Computational and Graphical Statistics, 13, 183-212. [97,109]
-
(2004)
Journal of Computational and Graphical Statistics
, vol.13
, pp. 183-212
-
-
Lang, S.1
Brezger, A.2
-
28
-
-
0036448882
-
Function estimation with locally adaptive dynamic models
-
97,103,114
-
Lang, S., Fronk, E. M., and Fahrmeir, L. (2002), "Function Estimation With Locally Adaptive Dynamic Models," Computational Statistics, 17, 479-499. [97,103,114]
-
(2002)
Computational Statistics
, vol.17
, pp. 479-499
-
-
Lang, S.1
Fronk, E.M.2
Fahrmeir, L.3
-
29
-
-
0043226712
-
Interpolation models with multiple hyperparameters
-
98
-
Mackay, D. J. C., and Takeuchi, R. (1998), "InterpolationModelsWith Multiple Hyperparameters," Statistics and Computing, 8, 15-23. [98]
-
(1998)
Statistics and Computing
, vol.8
, pp. 15-23
-
-
MacKay, D.J.C.1
Takeuchi, R.2
-
30
-
-
0012286427
-
Spatial-process estimates as smoothers
-
ed. M. G. A. Schimek, New York: Wiley, 96
-
Nychka, D. W. (2000), "Spatial-Process Estimates as Smoothers," in Smoothing and Regression: Approaches, Computation, and Application, ed. M. G. A. Schimek, New York: Wiley, pp. 393-424. [96]
-
(2000)
Smoothing and Regression: Approaches, Computation, and Application
, pp. 393-424
-
-
Nychka, D.W.1
-
31
-
-
84899028582
-
Nonstationary covariance functions for gaussian process regression
-
eds. S. Thrun, L. Saul, and B. Schölkopf, Cambridge, MA: MIT Press. 98,109
-
Paciorek, C. J., and Schervish, M. J. (2004), "Nonstationary Covariance Functions for Gaussian Process Regression," in Advances in Neural Information Processing Systems, Vol.16, eds. S. Thrun, L. Saul, and B. Schölkopf, Cambridge, MA: MIT Press. [98,109]
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Paciorek, C.J.1
Schervish, M.J.2
-
32
-
-
33745999511
-
Spatialmodelling using a new class of nonstationary covariance functions
-
98
-
Paciorek, C. J., and Schervish, M. J. (2006), "SpatialModelling Using a New Class of Nonstationary Covariance Functions," Environmetrics, 17, 483-506. [98]
-
(2006)
Environmetrics
, vol.17
, pp. 483-506
-
-
Paciorek, C.J.1
Schervish, M.J.2
-
33
-
-
33745789052
-
Stencils with isotropic discretization error for differential operators
-
100
-
Patra, M., and Karttunen, M. (2006), "Stencils With Isotropic Discretization Error for Differential Operators," Numerical Methods for Partial Differential Equations, 22, 936-953. [100]
-
(2006)
Numerical Methods for Partial Differential Equations
, vol.22
, pp. 936-953
-
-
Patra, M.1
Karttunen, M.2
-
34
-
-
77952603871
-
-
London: Chapman & Hall, 97,100,103,108
-
Rue, H., and Held, L. (2005), Gaussian Markov Random Fields: Theory and Applications. Monographs on Statistics and Applied Probability, Vol.104, London: Chapman & Hall. [97,100,103,108]
-
(2005)
Gaussian Markov Random Fields: Theory and Applications. Monographs on Statistics and Applied Probability
, vol.104
-
-
Rue, H.1
Held, L.2
-
35
-
-
0034400642
-
Spatially-Adaptive penalties for spline fitting
-
97
-
Ruppert, D., and Carroll, R. J. (2000), "Spatially-Adaptive Penalties for Spline Fitting," Australian & New Zealand Journal of Statistics, 42, 205-223. [97]
-
(2000)
Australian and New Zealand Journal of Statistics
, vol.42
, pp. 205-223
-
-
Ruppert, D.1
Carroll, R.J.2
-
36
-
-
0000832522
-
Nonparametric estimation of nonstationary spatial covariance structure
-
98
-
Sampson, P. D., and Guttorp, P. (1992), "Nonparametric Estimation of Nonstationary Spatial Covariance Structure," Journal of the American Statistical Association, 87, 108-119. [98]
-
(1992)
Journal of the American Statistical Association
, vol.87
, pp. 108-119
-
-
Sampson, P.D.1
Guttorp, P.2
-
37
-
-
0042171731
-
Bayesian inference for non-stationary spatial covariance structure via spatial deformations
-
98
-
Schmidt, A. M., and O'Hagan, A. (2003), "Bayesian Inference for Non-Stationary Spatial Covariance Structure via Spatial Deformations," Journal of the Royal Statistical Society, Ser. B, 65, 743-758. [98]
-
(2003)
Journal of the Royal Statistical Society, Ser. B
, vol.65
, pp. 743-758
-
-
Schmidt, A.M.1
O'hagan, A.2
-
39
-
-
3843151334
-
Fully bayesian spline smoothing and intrinsic autoregressive priors
-
97,104,113
-
Speckman, P. L., and Sun, D. (2003), "Fully Bayesian Spline Smoothing and Intrinsic Autoregressive Priors," Biometrika, 90, 289-302. [97,104,113]
-
(2003)
Biometrika
, vol.90
, pp. 289-302
-
-
Speckman, P.L.1
Sun, D.2
-
40
-
-
49149090681
-
Bayesian hierarchical linear mixed models for additive smoothing splines
-
105
-
Sun, D., and Speckman, P. L. (2008), "Bayesian Hierarchical Linear Mixed Models for Additive Smoothing Splines," Annals of the Institute of Statistical Mathematics, 60, 499-517. [105]
-
(2008)
Annals of the Institute of Statistical Mathematics
, vol.60
, pp. 499-517
-
-
Sun, D.1
Speckman, P.L.2
-
43
-
-
77749296825
-
-
Ph.D. thesis, University of Missouri-Columbia, Columbia, Missouri. 105
-
White, G. (2006), "Bayesian Semi-Parametric Spatial and Joint Spatio-Temporal Smoothing," Ph.D. thesis, University of Missouri-Columbia, Columbia, Missouri. [105]
-
(2006)
Bayesian Semi-Parametric Spatial and Joint Spatio-Temporal Smoothing
-
-
White, G.1
-
44
-
-
13844262338
-
Bayesian mixture of splines for spatially adaptive nonparametric regression
-
98
-
Wood, S., Jiang, W., and Tanner, M. (2002), "Bayesian Mixture of Splines for Spatially Adaptive Nonparametric Regression," Biometrika, 89, 513-528. [98]
-
(2002)
Biometrika
, vol.89
, pp. 513-528
-
-
Wood, S.1
Jiang, W.2
Tanner, M.3
-
45
-
-
77749272139
-
-
unpublished manuscript, University of Missouri-Columbia, Dept. of Statistics. 97,103-106,114
-
Yue, Y., Speckman, P. L., and Sun, D. (2008), "Fully Bayesian Adaptive Spline Smoothing," unpublished manuscript, University of Missouri-Columbia, Dept. of Statistics. [97,103-106,114]
-
(2008)
Fully Bayesian Adaptive Spline Smoothing
-
-
Yue, Y.1
Speckman, P.L.2
Sun, D.3
-
46
-
-
0002817906
-
On assessing prior distributions and bayesian regression analysis with g-prior distributions
-
eds. P. K. Goel and A. Zellner, New York: Elsevier, 104
-
Zellner, A. (1986), "On Assessing Prior Distributions and Bayesian Regression Analysis With g-Prior Distributions," in Bayesian Inference and Decision Techniques: Essays in Honor of Bruno de Finetti, eds. P. K. Goel and A. Zellner, New York: Elsevier, pp. 233-243. [104]
-
(1986)
Bayesian Inference and Decision Techniques: Essays in Honor of Bruno de Finetti
, pp. 233-243
-
-
Zellner, A.1
-
47
-
-
0039026915
-
Posterior odds ratios for selected regression hypotheses
-
eds. J. M. Bernardo, M. H. De-Groot, D. V. Lindley, and A. F. M. Smith, Valencia: Valencia University Press. 104
-
Zellner, A., and Siow, A. (1980), "Posterior Odds Ratios for Selected Regression Hypotheses." in Bayesian Statistics:Proceedings of the First International Meeting Held in Valencia (Spain), eds. J. M. Bernardo, M. H. De-Groot, D. V. Lindley, and A. F. M. Smith, Valencia: Valencia University Press, pp. 585-603. [104]
-
(1980)
Bayesian Statistics: Proceedings of the First International Meeting Held in Valencia (Spain)
, pp. 585-603
-
-
Zellner, A.1
Siow, A.2
-
48
-
-
77749283891
-
Estimation and prediction of a class of convolution-based spatial nonstationary models for large spatial data
-
98,113
-
Zhu, Z., and Wu, Y. (2010), "Estimation and Prediction of a Class of Convolution-Based Spatial Nonstationary Models for Large Spatial Data," Journal of Computational and Graphical Statistics, 19, 74-95. [98,113]
-
(2010)
Journal of Computational and Graphical Statistics
, vol.19
, pp. 74-95
-
-
Zhu, Z.1
Wu, Y.2
|