-
1
-
-
0000298252
-
The intrinsic Bayes factor for model selection and prediction
-
Berger, J., Pericchi, L., 1996. The intrinsic Bayes factor for model selection and prediction. J. Amer. Statist. Assoc. 91, 109-122.
-
(1996)
J. Amer. Statist. Assoc.
, vol.91
, pp. 109-122
-
-
Berger, J.1
Pericchi, L.2
-
2
-
-
0036893857
-
Bayesian hypothesis testing: A reference approach
-
Bernardo, J.M., Rueda, R., 2002. Bayesian hypothesis testing: A reference approach. Internat. Statist. Rev. 70, 351-372.
-
(2002)
Internat. Statist. Rev.
, vol.70
, pp. 351-372
-
-
Bernardo, J.M.1
Rueda, R.2
-
3
-
-
84874257732
-
Better subset regression using the non-negative garotte
-
Breiman, L., 1995. Better subset regression using the non-negative garotte. Technometrics 3, 373-384.
-
(1995)
Technometrics
, vol.3
, pp. 373-384
-
-
Breiman, L.1
-
4
-
-
0000294132
-
The choice of variables in multivariate regression: A non-conjugate Bayesian decision theory approach
-
Brown, P.J., Fearn, T., Vannucci, M., 1999. The choice of variables in multivariate regression: A non-conjugate Bayesian decision theory approach. Biometrika 86, 635-648.
-
(1999)
Biometrika
, vol.86
, pp. 635-648
-
-
Brown, P.J.1
Fearn, T.2
Vannucci, M.3
-
5
-
-
0036020894
-
Bayes Model averaging with selection of regressors
-
Brown, P.J., Vannucci, M., Fearn, T., 2002. Bayes Model averaging with selection of regressors. J. Roy. Statist. Soc. Ser. B 64, 519-536.
-
(2002)
J. Roy. Statist. Soc. Ser. B
, vol.64
, pp. 519-536
-
-
Brown, P.J.1
Vannucci, M.2
Fearn, T.3
-
6
-
-
0030532505
-
Bayesian variable selection with related predictors
-
Chipman, H., 1996. Bayesian variable selection with related predictors. Canad. J. Statist. 24, 17-36.
-
(1996)
Canad. J. Statist.
, vol.24
, pp. 17-36
-
-
Chipman, H.1
-
7
-
-
0001069865
-
A case study of stochastic optimization in health policy: Problem formulation and preliminary results
-
Draper, D., Fouskakis, D., 2000. A case study of stochastic optimization in health policy: Problem formulation and preliminary results. J. Global Optim. 18, 399-416.
-
(2000)
J. Global Optim.
, vol.18
, pp. 399-416
-
-
Draper, D.1
Fouskakis, D.2
-
8
-
-
0037290186
-
Variable selection in qualitative models via an entropic explanatory power
-
Dupuis, J.A., Robert, C.P., 2003. Variable selection in qualitative models via an entropic explanatory power. J. Statist. Plann. Inference 111, 77-94.
-
(2003)
J. Statist. Plann. Inference
, vol.111
, pp. 77-94
-
-
Dupuis, J.A.1
Robert, C.P.2
-
9
-
-
3242708140
-
Least angle regression
-
(with discussion).
-
Efron, B., Hastie, T., Johnstone, I., Tibshirani, R., 2004. Least angle regression (with discussion). Ann. Statist. 32,407-499.
-
(2004)
Ann. Statist.
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
10
-
-
18044404766
-
Benchmark priors for Bayesian model averaging
-
Fernández, C., Ley, E., Steel, M.F.J., 2001. Benchmark priors for Bayesian model averaging. J. Econometrics 100, 381-427.
-
(2001)
J. Econometrics
, vol.100
, pp. 381-427
-
-
Fernández, C.1
Ley, E.2
Steel, M.F.J.3
-
11
-
-
0002799511
-
Model choice: A minimum posterior predictive loss approach
-
Gelfand, A.E., Ghosh, S.K., 1998. Model choice: A minimum posterior predictive loss approach. Biometrika 85, 1-11.
-
(1998)
Biometrika
, vol.85
, pp. 1-11
-
-
Gelfand, A.E.1
Ghosh, S.K.2
-
12
-
-
0004012196
-
-
2nd ed. CRC Press, London.
-
Gelman, A., Carlin, J.B., Stern, H.S., Rubin, D.B., 2003. Bayesian Data Analysis, 2nd ed. CRC Press, London.
-
(2003)
Bayesian Data Analysis
-
-
Gelman, A.1
Carlin, J.B.2
Stern, H.S.3
Rubin, D.B.4
-
13
-
-
25444484077
-
Posterior predictive assessment of model fitness via realized discrepancies
-
Gelman, A., Meng, X.-L., Stern, H., 1996. Posterior predictive assessment of model fitness via realized discrepancies. Statist. Sinica 6, 733-807.
-
(1996)
Statist. Sinica
, vol.6
, pp. 733-807
-
-
Gelman, A.1
Meng, X.-L.2
Stern, H.3
-
14
-
-
0001729472
-
Calibration and empirical Bayes variable selection
-
George, E.I., Foster, D.P., 2000. Calibration and empirical Bayes variable selection. Biometrika 87, 731-747.
-
(2000)
Biometrika
, vol.87
, pp. 731-747
-
-
George, E.I.1
Foster, D.P.2
-
15
-
-
0002809667
-
Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections
-
Goutis, C., Robert, C.P., 1998. Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Biometrika 85, 29-37.
-
(1998)
Biometrika
, vol.85
, pp. 29-37
-
-
Goutis, C.1
Robert, C.P.2
-
17
-
-
0001259111
-
-
Correctedversion.Availableat (with Discussion). Statist. Sci. 14, 382-401. Correction
-
Hoeting, J.A., Madigan, D., Raftery, A.E., Volinsky, C.T., 1999. Bayesian model averaging: A tutorial (with Discussion). Statist. Sci. 14, 382-401. (Correction: vol. 15, pp. 193-195. Corrected version. Available at: http://www.stat.washington.edu/www/research/online/hoeting1999.pdf).
-
(1999)
Bayesian Model Averaging: A Tutorial
, vol.15
, pp. 193-195
-
-
Hoeting, J.A.1
Madigan, D.2
Raftery, A.E.3
Volinsky, C.T.4
-
20
-
-
0001604027
-
Predictive model selection
-
Laud, P.W., Ibrahim, J.G., 1995. Predictive model selection. Journal of the Royal Statistical Society, Series B 57, 247-262.
-
(1995)
Journal of the Royal Statistical Society, Series B
, vol.57
, pp. 247-262
-
-
Laud, P.W.1
Ibrahim, J.G.2
-
21
-
-
0002438052
-
The choice of variables in multiple regression
-
(with discussion).
-
Lindley, D.V., 1968. The choice of variables in multiple regression (with discussion). J. R. Stat. Soc. Ser. B 30, 31-66.
-
(1968)
J. R. Stat. Soc. Ser. B
, vol.30
, pp. 31-66
-
-
Lindley, D.V.1
-
23
-
-
0000391986
-
Testing for mixtures: A Bayesian entropy approach
-
Berger, J.O., Bernardo, J.M., Dawid, A.P., Lindley, D.V., Smith, A.F.M. (Eds.) Oxford University Press
-
Mengersen, K., Robert, C.P., 1996. Testing for mixtures: A Bayesian entropy approach. In: Berger, J.O., Bernardo, J.M., Dawid, A.P., Lindley, D.V., Smith, A.F.M. (Eds.), Bayesian Statistics, vol. 5. Oxford University Press, pp. 255-276.
-
(1996)
, Bayesian Statistics
, vol.5
, pp. 255-276
-
-
Mengersen, K.1
Robert, C.P.2
-
24
-
-
85030585552
-
Bayesian projection approaches to variable selection and exploring model uncertainty
-
Available at
-
Nott, D.J., Leng, C., 2009. Bayesian projection approaches to variable selection and exploring model uncertainty. Technical report. Available at: http://arxiv.org/PS-cache/arxiv/pdf/0901/0901.4605v1.pdf.
-
(2009)
Technical Report.
-
-
Nott, D.J.1
Leng, C.2
-
25
-
-
0001857092
-
Fractional Bayes factors for model comparison
-
(with discussion).
-
O'Hagan, A., 1995. Fractional Bayes factors for model comparison (with discussion). J. R. Stat. Soc. Ser. B 56, 99-138.
-
(1995)
J. R. Stat. Soc. Ser. B
, vol.56
, pp. 99-138
-
-
O'Hagan, A.1
-
26
-
-
0034215549
-
A new approach to variable selection in least squares problems
-
Osborne, M.R., Presnell, B., Turlach, B.A., 2000. A new approach to variable selection in least squares problems. IMA J. Numer. Anal. 20, 389-403.
-
(2000)
IMA J. Numer. Anal.
, vol.20
, pp. 389-403
-
-
Osborne, M.R.1
Presnell, B.2
Turlach, B.A.3
-
28
-
-
34547849507
-
An L1 regularization-path algorithm for generalized linear models
-
Park, M.-Y., Hastie, T., 2007. An L1 regularization-path algorithm for generalized linear models. J. Roy. Statist. Soc. Ser. B 69, 659-677.
-
(2007)
J. Roy. Statist. Soc. Ser. B
, vol.69
, pp. 659-677
-
-
Park, M.-Y.1
Hastie, T.2
-
29
-
-
51049112528
-
Pre-conditioning for feature selection and regression in high-dimensional problems
-
Paul, D., Bair, E., Hastie, T., Tibshirani, R., 2008. Pre-conditioning for feature selection and regression in high-dimensional problems. Ann. Statist. 36, 1595-1618.
-
(2008)
Ann. Statist.
, vol.36
, pp. 1595-1618
-
-
Paul, D.1
Bair, E.2
Hastie, T.3
Tibshirani, R.4
-
30
-
-
0000297493
-
Approximate Bayes factors and accounting for model uncertainty in generalized linear models
-
Raftery, A.E., 1996. Approximate Bayes factors and accounting for model uncertainty in generalized linear models. Biometrika 83, 251-266.
-
(1996)
Biometrika
, vol.83
, pp. 251-266
-
-
Raftery, A.E.1
-
31
-
-
1142301691
-
Discussion: Performance of Bayesian model averaging
-
Raftery, A.E., Zheng, Y., 2003. Discussion: Performance of Bayesian model averaging. J. Amer. Statist. Assoc. 98, 931-938.
-
(2003)
J. Amer. Statist. Assoc.
, vol.98
, pp. 931-938
-
-
Raftery, A.E.1
Zheng, Y.2
-
32
-
-
0036435040
-
Bayesian measures of model complexity and fit
-
(with discussion).
-
Spiegelhalter, D.J., Best, N.G., Carlin, B.P., van der Linde, A., 2002. Bayesian measures of model complexity and fit (with discussion). J. R. Stat. Soc. Ser. B 64, 583-639.
-
(2002)
J. R. Stat. Soc. Ser. B
, vol.64
, pp. 583-639
-
-
Spiegelhalter, D.J.1
Best, N.G.2
Carlin, B.P.3
Van Der Linde, A.4
-
33
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R., 1996. Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B 58, 267-288.
-
(1996)
J. R. Stat. Soc. Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
36
-
-
85030578218
-
Structured variable selection and estimation
-
Available at
-
Yuan, M., Joseph, V.R., Zou, H., 2007. Structured variable selection and estimation. Technical report. Available at: http://www.isye.gatech.edu/~myuan/ YuanPub.html.
-
(2007)
Technical Report.
-
-
Yuan, M.1
Joseph, V.R.2
Zou, H.3
-
37
-
-
29144459062
-
Efficient empirical Bayes variable selection and estimation
-
Yuan, M., Lin, Y., 2005. Efficient empirical Bayes variable selection and estimation. J. Amer. Statist. Assoc. 100, 1215-1225.
-
(2005)
J. Amer. Statist. Assoc.
, vol.100
, pp. 1215-1225
-
-
Yuan, M.1
Lin, Y.2
-
38
-
-
33846114377
-
The adaptive lasso and its oracle properties
-
Zou, H., 2006. The adaptive lasso and its oracle properties. J. Amer. Statist. Assoc. 101, 1418-1429.
-
(2006)
J. Amer. Statist. Assoc.
, vol.101
, pp. 1418-1429
-
-
Zou, H.1
-
39
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou, H., Hastie, T., 2005. Regularization and variable selection via the elastic net. J. R. Stat. Soc. Ser. B 67, 301-320.
-
(2005)
J. R. Stat. Soc. Ser. B
, vol.67
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
|