-
1
-
-
0011564321
-
A robust generalized Bayes estimator and confidence region for a multivariate normal mean
-
Berger, J. (1980). A robust generalized Bayes estimator and confidence region for a multivariate normal mean. Ann. Statist. 8, 716-761.
-
(1980)
Ann. Statist.
, vol.8
, pp. 716-761
-
-
Berger, J.1
-
3
-
-
0030344230
-
Heuristics of instability and stabilization in model selection
-
Breiman, L. (1996). Heuristics of instability and stabilization in model selection. Ann. Statist. 24, 2350-2383.
-
(1996)
Ann. Statist.
, vol.24
, pp. 2350-2383
-
-
Breiman, L.1
-
4
-
-
84950771789
-
Estimating optimal transformations for multiple regression and correlation
-
Breiman, L. and Friedman, J. H. (1985), Estimating optimal transformations for multiple regression and correlation. J. Amer. Statist. Assoc. 80, 580-598.
-
(1985)
J. Amer. Statist. Assoc.
, vol.80
, pp. 580-598
-
-
Breiman, L.1
Friedman, J.H.2
-
7
-
-
77952811536
-
The horseshoe estimator for sparse signals
-
Carvalho, C., Polson, N. and Scott, J. (2010). The horseshoe estimator for sparse signals. Biometrika 97, 465-480.
-
(2010)
Biometrika
, vol.97
, pp. 465-480
-
-
Carvalho, C.1
Polson, N.2
Scott, J.3
-
10
-
-
79952794262
-
Bayesian adaptive sampling for variable selection and model averaging
-
Clyde, M., Ghosh, J. and Littman, M. L. (2010). Bayesian adaptive sampling for variable selection and model averaging. J. Comput. Graph. Statist. 20, 80-101.
-
(2010)
J. Comput. Graph. Statist.
, vol.20
, pp. 80-101
-
-
Clyde, M.1
Ghosh, J.2
Littman, M.L.3
-
12
-
-
3242708140
-
Least angle regression
-
Efron, B., Hastie, T., Johnstone, I. and Tibshirani, R. (2004). Least angle regression. 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
-
13
-
-
84884256740
-
-
Fan, J., Feng, Y., Samworth, R. and Wu, Y. (2010). SIS package manual.
-
(2010)
SIS Package Manual.
-
-
Fan, J.1
Feng, Y.2
Samworth, R.3
Wu, Y.4
-
14
-
-
1542784498
-
Variable selection via nonconcave penalized likelihood and its oracle properties
-
Fan, J. and Li, R. (2001). Variable selection via nonconcave penalized likelihood and its oracle properties. J. Amer. Statist. Assoc. 96, 1348-1360.
-
(2001)
J. Amer. Statist. Assoc.
, vol.96
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
16
-
-
0032361278
-
Penalized regressions: The bridge versus the lasso
-
Fu, W. (1998). Penalized regressions: The bridge versus the lasso. J. Comput. Graph. Statist. 7, 397-416.
-
(1998)
J. Comput. Graph. Statist.
, vol.7
, pp. 397-416
-
-
Fu, W.1
-
18
-
-
21844523306
-
On the asymptotics of constrained M-estimation
-
Geyer, C. J. (1994). On the asymptotics of constrained M-estimation. Ann. Statist. 22, 1993-2010.
-
(1994)
Ann. Statist.
, vol.22
, pp. 1993-2010
-
-
Geyer, C.J.1
-
19
-
-
84884265048
-
Estimation for multivariate normal and Student-t data with monotone missingness
-
Gramacy, R. B. (2010). Estimation for multivariate normal and Student-t data with monotone missingness - Monomvn package manual.
-
(2010)
Monomvn Package Manual
-
-
Gramacy, R.B.1
-
20
-
-
48249133172
-
Bayesian adaptive lassos with non-convex penalization
-
Griffin, J. E. and Brown, P. J. (2007). Bayesian adaptive lassos with non-convex penalization. Technical Report.
-
(2007)
Technical Report
-
-
Griffin, J.E.1
Brown, P.J.2
-
21
-
-
78650337471
-
Inference with normal-gamma prior distributions in regression problems
-
Griffin, J. E. and Brown, P. J. (2010). Inference with normal-gamma prior distributions in regression problems. Bayesian Anal. 5, 171-188.
-
(2010)
Bayesian Anal.
, vol.5
, pp. 171-188
-
-
Griffin, J.E.1
Brown, P.J.2
-
22
-
-
71249130909
-
Bayesian lasso regression
-
Hans, C. (2009). Bayesian lasso regression. Biometrika 96, 835-845.
-
(2009)
Biometrika
, vol.96
, pp. 835-845
-
-
Hans, C.1
-
24
-
-
0034287156
-
Asymptotics for lasso-type estimators
-
Knight, K. and Fu, W. (2000). Asymptotics for lasso-type estimators. Ann. Statist. 28, 1356-1378.
-
(2000)
Ann. Statist.
, vol.28
, pp. 1356-1378
-
-
Knight, K.1
Fu, W.2
-
25
-
-
84857759953
-
Bayesian sparsity-path-analysis of genetic association signal using generalized t priors
-
Lee, A., Caron, F., Doucet, A. and Holmes, C. (2012). Bayesian sparsity-path-analysis of genetic association signal using generalized t priors. Statist. Appl. Genet. Mol. Biol. 11.
-
(2012)
Statist. Appl. Genet. Mol. Biol.
, pp. 11
-
-
Lee, A.1
Caron, F.2
Doucet, A.3
Holmes, C.4
-
26
-
-
42349089655
-
Mixtures of g priors for Bayesian variable selection
-
Liang, F., Paulo, R., Molina, G., Clyde, M. and Berger, J. (2008). Mixtures of g priors for Bayesian variable selection. J. Amer. Statist. Assoc. 103, 410-423.
-
(2008)
J. Amer. Statist. Assoc.
, vol.103
, pp. 410-423
-
-
Liang, F.1
Paulo, R.2
Molina, G.3
Clyde, M.4
Berger, J.5
-
27
-
-
84974220416
-
Partially adaptive estimation of regression models via the generalized t distribution
-
McDonald, J. B. and Newey, W. K. (1988). Partially adaptive estimation of regression models via the generalized t distribution. Econom. Theory 4, 428-457.
-
(1988)
Econom. Theory
, vol.4
, pp. 428-457
-
-
McDonald, J.B.1
Newey, W.K.2
-
29
-
-
0001075431
-
Statistical inference using extreme order statistics
-
Pickands, J. (1975). Statistical inference using extreme order statistics. Ann. Statist. 3, 119-131.
-
(1975)
Ann. Statist.
, vol.3
, pp. 119-131
-
-
Pickands, J.1
-
30
-
-
79957438558
-
Shrink globally, act locally: Sparse bayesian regularization and prediction
-
Oxford University Press
-
Polson, N. G. and Scott, J. G. (2010). Shrink globally, act locally: Sparse Bayesian regularization and prediction. Bayesian Statistics 9. Oxford University Press.
-
(2010)
Bayesian Statistics
, pp. 9
-
-
Polson, N.G.1
Scott, J.G.2
-
31
-
-
0000940729
-
Facilitating the Gibbs sampler: The gibbs stopper and the griddy-gibbs sampler
-
Ritter, C. and Tanner, M. A. (1992). Facilitating the Gibbs sampler: The Gibbs stopper and the griddy-Gibbs sampler. J. Amer. Statist. Assoc. 97, 861-868.
-
(1992)
J. Amer. Statist. Assoc.
, vol.97
, pp. 861-868
-
-
Ritter, C.1
Tanner, M.A.2
-
32
-
-
0000300851
-
Proper bayes minimax estimators of the multivariate normal mean
-
Strawderman, W. E. (1971). Proper Bayes minimax estimators of the multivariate normal mean. Ann. Math. Statist. 42, 385-388.
-
(1971)
Ann. Math. Statist.
, vol.42
, pp. 385-388
-
-
Strawderman, W.E.1
-
33
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. Roy. Statist. Soc. Ser. B 58, 267-288.
-
(1996)
J. Roy. Statist. Soc. Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
34
-
-
0001224048
-
Sparse bayesian learning and the relevance vector machine
-
Tipping, M. E. (2001). Sparse Bayesian learning and the relevance vector machine. J. Machine Learning Research 1.
-
(2001)
J. Machine Learning Research
, pp. 1
-
-
Tipping, M.E.1
-
35
-
-
34548536572
-
Tuning parameter selectors for the smoothly clipped absolute deviation method
-
Wang, H., Li, R. and Tsai, C. L. (2007). Tuning parameter selectors for the smoothly clipped absolute deviation method. Biometrika 94, 553-568.
-
(2007)
Biometrika
, vol.94
, pp. 553-568
-
-
Wang, H.1
Li, R.2
Tsai, C.L.3
-
36
-
-
0039713775
-
On scale mixtures of normal distributions
-
West, M. (1987). On scale mixtures of normal distributions. Biometrika 74, 646-648.
-
(1987)
Biometrika
, vol.74
, pp. 646-648
-
-
West, M.1
-
37
-
-
29144459062
-
Efficient empirical Bayes variable selection and estimation in linear models
-
Yuan, M. and Lin, Y. (2005). Efficient empirical Bayes variable selection and estimation in linear models. J. Amer. Statist. Assoc. 100, 1215-1225.
-
(2005)
J. Amer. Statist. Assoc.
, vol.100
, pp. 1215-1225
-
-
Yuan, M.1
Lin, Y.2
-
39
-
-
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
-
40
-
-
51049104549
-
One-step sparse estimates in nonconcave penalized likelihood models
-
Zou, H. and Li, R. (2008). One-step sparse estimates in nonconcave penalized likelihood models. Ann. Statist. 36, 1509-1533.
-
(2008)
Ann. Statist.
, vol.36
, pp. 1509-1533
-
-
Zou, H.1
Li, R.2
|