/
mc.bib
3698 lines (3636 loc) · 123 KB
/
mc.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
@String {rcs = "$Id: mc.bib,v 1.9 2004/07/21 22:08:30 clyde Exp $"}
@Article{Abra:Bail:Sapa:2000,
Author = "Felix Abramovich and Trevor C. Bailey and Theofanis Sapatinas",
Title = "Wavelet analysis and its statistical applications",
Year = 2000,
Journal = jrssd,
Volume = 49,
Number = 1,
Pages = "1--29",
Keywords = "changepoint analysis; Density estimation; Fourier analysis;
Inverse problems; Nonparametric regression; Signal
processing; Spectral density estimation; Time series
analysis; Bibliography"
}
@Article{Abra:Besb:Sapa:2002,
Author = "Felix Abramovich and Panagiotis Besbeas and Theofanis Sapatinas",
Title = "Empirical {B}ayes approach to block wavelet function estimation",
Year = 2002,
Journal = csda,
Volume = 39,
Number = 4,
Pages = "435--451"
}
@Article{Abra:Sapa:Silv:1998,
Author = "Felix Abramovich and Theofanis Sapatinas and Bernard W. Silverman",
Title = "Wavelet thresholding via a {B}ayesian approach",
Year = 1998,
Journal = jrssb,
Volume = 60,
Pages = "725--749",
Keywords = "Adaptive estimation; Nonparametric regression"
}
@Article{Aitc:1975,
Author = "John Aitchison",
Title = "Goodness of predictive fit",
Journal = bka,
Volume = 62,
Year = 1975,
Pages = "547--554",
}
@InProceedings{Akai:1973,
Author = "Hirotugo Akaike",
Year = 1973,
Title = "Information theory and an extension of the maximum likelihood
principle",
BookTitle = "Second International Symposium on Information Theory",
Editor = "B. N. Petrox and F. Caski",
Pages = "267--281",
Publisher = "Akademia Kiado",
Address = "Budapest, HU",
}
@Article{Akai:1983a,
Author = "Hirotugo Akaike",
Title = "Information measures and model selection ({STMA} {V}25 937)",
Year = 1983,
Journal = bisi,
Volume = 50,
Pages = "277--290"
}
@Article{Akai:1983b,
Author = "Hirotugu Akaike",
Title = "On minimum information prior distributions",
Year = 1983,
Journal = aoism,
Volume = 35,
Pages = "139--149",
Keywords = "{B}ayes procedure"
}
@Article{Akma:Raft:1986,
Author = "Vaughn E. Akman and Adrian E. Raftery",
Title = "{B}ayes factors for non-homogeneous {P}oisson processes
with vague prior information",
Year = 1986,
Journal = jrssb,
Volume = 48,
Pages = "322--329",
}
@Article{Albe:1996,
Author = "James H. Albert",
Title = "{B}ayesian selection of log-linear models",
Year = 1996,
Journal = cjs,
Volume = 24,
Pages = "327--347",
Keywords = "Gibbs sampler; Model selection; Odds ratio; Contingency table"
}
@Article{Albe:Chib:1993,
Author = "James H. Albert and Siddhartha Chib",
Title = "{B}ayesian analysis of binary and polychotomous response data",
Year = 1993,
Journal = jasa,
Volume = 88,
Pages = "669--679",
Keywords = "Probit model; Gibbs sampler; Data augmentation"
}
@Article{Andr:Douc:Robe:2004,
Author = "Christophe Andrieu and Arnaud Doucet and Christian P. Robert",
Title = "Computational Advances for and from Bayesian Analysis",
Year = 2004,
Journal = statsci,
Volume = 0,
Pages = "in press",
}
@TechReport{Atay:Mass:2002,
Author = "Aliye Atay-Kayis and H\`el\`ene Massam",
Year = 2002,
Title = "The marginal likelihood for decomposable and non-decomposable
graphical {G}aussian models",
Institution = "New York University Department of Mathematics",
}
@Article{Bai:Rao:Wu:1999,
Author = "Zhidong D. Bai and C. Radhakrishna Rao and Yuehua Wu",
Title = "Model selection with data-oriented penalty",
Year = 1999,
Journal = jspi,
Volume = 77,
Pages = "103--117",
Keywords = "Regression; Akaike information criterion",
}
@Article{Barb:Berg:2004,
Author = "Maria Maddalena Barbieri and James O. Berger",
Year = 2004,
Title = "Optimal predictive model selection",
Journal = aos,
Volume = 32,
Number = 3,
Month = jun,
Pages = "in press",
}
@Article{Barr:Clar:1990,
Author = "Andrew R. Barron and Bertrand S. Clarke",
Title = "Information-theoretic Asymptotics of Bayes methods",
Journal = ieeeit,
Volume = 36,
Month = May,
Year = 1990,
Pages = "453--471",
}
@Article{Barr:Riss:Yu:1998,
Author = "Andrew R. Barron and Jorma Rissanen and Bin Yu",
Title = "The Minimum Description Length Principle in coding and modeling",
Journal = ieeeit,
Volume = 44,
MONTh = Oct,
Year = 1998,
Pages = "2743--2760",
}
@article{Bart:Scac:Mira:2006,
author = {Bartolucci, Francesco and Scaccia, Luisa and Mira, Antonietta},
title = {{Efficient Bayes factor estimation from the reversible jump output}},
journal = bka,
volume = 93,
number = 1,
pages = {41-52},
doi = {10.1093/biomet/93.1.41},
year = 2006,
URL = {http://biomet.oxfordjournals.org/cgi/content/abstract/93/1/41},
eprint = {http://biomet.oxfordjournals.org/cgi/reprint/93/1/41.pdf}
}
@Article{Barr:Clar:1994,
Author = "Andrew R. Barron and Bertrand S. Clarke",
Title = "Jeffrey's prior is asymptotically least favorable under
entropy risk",
Journal = jspi,
Number = 41,
Year = 1994,
Pages = "37--60",
}
@Article{Bart:1957,
Author = "Maurice Stevenson Bartlett",
Year = 1957,
Title = "A comment on {D.\ V.\ L}indley's statistical paradox",
Journal = bka,
Volume = 44,
Pages = "533--534"
}
@Article{Bedr:Chri:John:1996,
Author = "Edward J. Bedrick and Ronald Christensen and Wesley Johnson",
Title = "A new perspective on priors for generalized linear models",
Year = 1996,
Journal = jasa,
Volume = 91,
Pages = "1450--1460",
Keywords = "Theory and Methods; Exponential regression; Gamma
regression; Log-linear model; Logistic regression;
Poisson regression; Conditional means priors; Data
augmentation priors; Linear models",
}
@Article{Benj:Hoch:1995,
Author = "Yoav Benjamini and Yosef Hochberg",
Title = "Controlling the false discovery rate: {A} practical and
powerful approach to multiple testing",
Year = 1995,
Journal = jrssb,
Volume = 57,
Pages = "289--300",
Keywords = "Bonferroni procedure; Error rate"
}
@InProceedings{Berg:1997,
author = {Jim O. Berger},
title = {Some recent developments in Bayesian analysis, with astronomical illustrations (with discussion)},
OPTcrossref = {},
OPTkey = {},
booktitle = {Statistical Challenges in Modern Astronomy II},
pages = {15--39},
year = {1997},
editor = {G. H. Babu and E. D. Feigelson },
OPTvolume = {},
OPTnumber = {},
OPTseries = {},
OPTaddress = {},
OPTmonth = {},
OPTorganization = {},
publisher = {Springer},
OPTnote = {},
OPTannote = {}
}
@Article{Berg:2003,
Author = "James O. Berger",
Title = "Could {F}isher, {J}effreys and {N}eyman have agreed on testing?",
Year = 2003,
Journal = statsci,
Volume = 18,
Number = 1,
Pages = "1--32",
}
@InProceedings{Berg:Bern:1992,
Author = "James O. Berger and Jos\'{e} M. Bernardo",
Title = "On the development of reference priors (with discussion)",
Year = 1992,
CrossRef = {bayes4:1992},
Pages = "35--49",
Keywords = "{B}ayesian approach"
}
@Article{Berg:Bouk:Wang:1997,
Author = "James O. Berger and Benzion Boukai and Yinping Wang",
Title = "Unified frequentist and {B}ayesian testing of a
precise hypothesis (with discussion)",
Year = 1997,
Journal = statsci,
Volume = 12,
Pages = "133--148",
Keywords = "{B}ayes factor; Likelihood ratio"
}
@Article{Berg:Bouk:Wang:1999,
Author = "James O. Berger and Benzion Boukai and Yinping Wang",
Title = "Simultaneous {B}ayesian-frequentist sequential
testing of nested hypotheses",
Year = 1999,
Journal = bka,
Volume = 86,
Pages = "79--92",
Keywords = "{B}ayes factor; Likelihood ratio; Sequential
probability ratio test",
}
@Article{Berg:Brow:Wolp:1994,
Author = "James O. Berger and Lawrence D. Brown and Robert L. Wolpert",
Title = "A unified conditional frequentist and {B}ayesian test
for fixed and sequential simple hypothesis testing",
Year = 1994,
Journal = aos,
Volume = 22,
Pages = "1787--1807",
Keywords = "Likelihood principle; Stopping rule"
}
@Article{Berg:Deol:Sans:2001,
Author = "James O. Berger and {De\ O}liveira and and Bruno Sans\'o",
Title = "Objective {B}ayesian analysis of spatially correlated data",
Year = 2001,
Journal = jasa,
Volume = 396,
Pages = "1361--1374"
}
@Article{Berg:Ghos:Mukh:2000,
Author = "James O. Berger and Jayanta K. Ghosh and Nitai Mukhopadhyay",
Title = "Approximations and consistency of {B}ayes factors as model
dimension grows",
Year = 2003,
Journal = jspi,
Volume = 112,
Number = "1-2",
Pages = "241--258",
}
@Article{Berg:Peri:1996a,
Author = "James O. Berger and Luis R. Pericchi",
Title = "The intrinsic {B}ayes factor for model selection and prediction",
Year = 1996,
Journal = jasa,
Volume = 91,
Pages = "109--122",
Keywords = "Theory and Methods; Hypothesis testing; Noninformative
prior; Asymptotic {B}ayes factors; Posterior probability;
Training sample",
}
@InProceedings{Berg:Peri:1996b,
Author = "James O. Berger and Luis R. Pericchi",
Title = "The intrinsic {B}ayes factor for linear models",
Year = 1996,
CrossRef = {bayes5:1996},
Pages = "25--44",
Keywords = "Model robustness; Hypothesis testing; Model selection",
}
@Article{Berg:Peri:1998,
Author = "James O. Berger and Luis R. Pericchi",
Title = "Accurate and stable {B}ayesian model selection: {T}he
median intrinsic {B}ayes factor",
Year = 1998,
Journal = sankB,
Volume = 60,
Pages = "1--18"
}
@InCollection{Berg:Peri:2001,
Author = "James O. Berger and Luis R. Pericchi",
Title = "Objective {B}ayesian Methods for Model Selection:
Introduction and Comparison",
Year = 2001,
Booktitle = "Model Selection",
Publisher = ims,
Address = "Hayward, CA",
Editor = "Partha Lahiri",
Series = lns,
Volume = 38,
Pages = {135--193}
}
@Article{Berg:Peri:Vars:1998,
Author = "James O. Berger and Luis R. Pericchi and Julia A. Varshavsky",
Title = "{B}ayes factors and marginal distributions in invariant situations",
Year = 1998,
Journal = sankA,
Volume = 60,
Pages = "307--321",
Keywords = "Reference prior"
}
@Article{Bern:1979,
Author = "Jos\'{e} M. Bernardo",
Title = "Reference posterior distributions for {B}ayesian
inference ({C}/{R} p.\thinspace128--147)",
Year = 1979,
Journal = jrssb,
Volume = 41,
Pages = "113--128",
Keywords = "Noninformative priors; Vague initial knowledge;
Operational priors; Information; Marginalization paradox;
Stein paradox; Fieller-creasy problem",
}
@InProceedings{Bern:1999,
Author = "Jos\'{e} M. Bernardo",
Title = "Nested hypothesis testing: {T}he {B}ayesian reference criterion",
Year = 1999,
CrossRef = {bayes6:1999},
Pages = "101--130",
Keywords = "Decision theory; {B}ayesian approach"
}
@Article{Besa:Gree:1993,
Author = "Julian Besag and Peter J. Green",
Title = "Spatial statistics and {B}ayesian computation (with discussion)",
Year = 1993,
Journal = jrssb,
Volume = 55,
Pages = "25--37",
Keywords = "Markov chain; Monte Carlo"
}
@Article{Besa:Gree:Higd:Meng:1995,
Author = "Julian Besag and Peter J. Green and David Higdon and Kerrie
L. Mengersen",
Title = "{B}ayesian computation and stochastic systems (with discussion)",
Year = 1995,
Journal = statsci,
Volume = 10,
Pages = "3--41",
Keywords = "Gibbs sampler; Hastings algorithm; Image analysis; Logistic
regression; Markov chain Monte Carlo; Markov random
field; Metropolis algorithm; Spatial statistics; Variety
trial",
}
@Article{Brei:1992,
Author = "Leo Breiman",
Title = "The little bootstrap and other methods for dimensionality
selection in regression: ${X}$-fixed prediction error",
Year = 1992,
Journal = jasa,
Volume = 87,
Pages = "738--754",
Keywords = "Variable selection"
}
@Article{Brei:1995,
Author = "Leo Breiman",
Title = "Better subset regression using the nonnegative garrote",
Year = 1995,
Journal = tech,
Volume = 37,
Pages = "373--384",
Keywords = "prediction; Subset selection"
}
@Article{Brei:1996a,
Author = "Leo Breiman",
Title = "Bagging predictors",
Year = 1996,
Journal = macl,
Volume = 24,
Page = "123--140"
}
@Article{Brei:1996b,
Author = "Leo Breiman",
Title = "Heuristics of instability and stabilization in model selection",
Year = 1996,
Journal = aos,
Volume = 24,
Pages = "2350--2383",
Keywords = "Regression; Subset selection; Cross-validation; prediction"
}
@Article{Brei:1998,
Author = "Leo Breiman",
Title = "Arcing classifier ({P}kg: p.\thinspace801--849)",
Year = 1998,
Journal = aos,
Volume = 26,
Number = 3,
Pages = "801--824",
Keywords = "Ensemble methods; bagging; boosting; error-correcting;
output coding; Markov chain; Monte Carlo; Decision tree;
Neural network; Error correction",
}
@Article{Brei:2001a,
Author = "Leo Breiman",
Title = "Statistical modeling: {T}he two cultures ({P}kg: p.\thinspace199--231)",
Year = 2001,
Journal = statsci,
Volume = 16,
Number = 3,
Pages = "199--215",
}
@Article{Brei:2001b,
Author = "Leo Breiman",
Title = "Reply to comment on ``{S}tatistical modeling: {T}he two
cultures'' ({P}kg: p.\thinspace199--231)",
Year = 2001,
Journal = statsci,
Volume = 16,
Number = 3,
Pages = "226--231"
}
@Article{Brei:Spec:1992,
Author = "Leo Breiman and Philip Spector",
Title = "Submodel selection and evaluation in regression. {T}he
${X}$-random case",
Year = 1992,
Journal = isr,
Volume = 60,
Pages = "291--319",
Keywords = "Variable selection; Cross-validation; Bootstrap; Prediction error"
}
@Article{Broo:Giud:Robe:2003,
Title = "Efficient construction of reversible jump Markov chain Monte
Carlo proposal distributions (with discussion)",
Author = "Stephen P. Brooks and Paolo Giudici and Gareth O. Roberts",
Journal = jrssb,
Year = 2003,
Volume = 65,
Pages = "3--55"
}
@Article{Brow:Fear:Vann:1999,
Author = "Philip J. Brown and Tom Fearn and Marina Vannucci",
Title = "The choice of variables in multivariate regression: {A}
non-conjugate {B}ayesian decision theory approach",
Year = 1999,
Journal = bka,
Volume = 86,
Pages = "635--648",
Keywords = "prediction; Simulated annealing; Utility"
}
@Article{Brow:Fear:Vann:2001,
Author = "Philip J. Brown and Tom Fearn and Marina Vannucci",
Title = "{B}ayesian wavelet regression on curves with application to
a spectroscopic calibration problem",
Year = 2001,
Journal = jasa,
Volume = 96,
Number = 454,
Pages = "398--408",
Keywords = "Markov chain Monte Carlo; MIXTURE PRIOR; Model averaging;
Multivariate regression; NEAR-INFRARED SPECTROSCOPY;
Variable selection; MCMC",
}
@Article{Brow:Vann:Fear:1998,
Author = "Philip J. Brown and Marina Vannucci and Tom Fearn",
Title = "Multivariate {B}ayesian variable selection and prediction",
Year = 1998,
Journal = jrssb,
Volume = 60,
Pages = "627--641",
Keywords = "Markov chain Monte Carlo",
}
@Article{Brow:Vann:Fear:2002,
Author = "Philip J. Brown and Marina Vannucci and Tom Fearn",
Title = "{B}ayes model averaging with selection of regressors",
Year = 2002,
Journal = jrssb,
Volume = 64,
Number = 3,
Pages = "519--536",
Keywords = "{B}ayesian model averaging; Decision theory; multivariate
general linear model; QR-updating; Ridge regression;
Variable selection",
}
@Article{Bunt:1992,
Author = "Wray L. Buntine",
Year = 1992,
Title = "Learning Classification Trees",
Journal = statcomp,
Volume = 2,
Pages = "63--73",
}
@Article{Carl:Chib:1995,
Author = "Bradley P. Carlin and Siddhartha Chib",
Title = "{B}ayesian model choice via {M}arkov chain {M}onte {C}arlo methods",
Year = 1995,
Journal = jrssb,
Volume = 57,
Pages = "473--484",
Keywords = "Mixture model"
}
@Article{Case:Geor:1992,
Author = "George Casella and Edward I. George",
Title = "Explaining the {G}ibbs sampler",
Year = 1992,
Journal = amstat,
Volume = 46,
Pages = "167--174",
Keywords = "Markov chain; Resampling"
}
@Article{Cham:1971,
Author = "John M. Chambers",
Title = "Regression updating",
Year = 1971,
Journal = jasa,
Volume = 66,
Pages = "744--748",
Keywords = "Numerical analysis; Computation; Cholesky decomposition"
}
@TechReport{Case:More:2002,
Author = "George Casella and Elias Moreno",
Year = 2002,
Title = "Objective {B}ayes Variable Selection",
Institution = "Department of Statistics, University of Florida",
Number = "2002-023",
}
@Article{Chen:1994,
Author = "Ming-Hui Chen",
Title = "Importance-weighted marginal {B}ayesian posterior density
estimation",
Year = 1994,
Journal = jasa,
Volume = 89,
Pages = "818--824"
}
@Article{Chen:Shao:1997a,
Author = "Ming-Hui Chen and Qi-Man Shao",
Title = "On {M}onte {C}arlo methods for estimating ratios of normalizing
constants",
Year = 1997,
Journal = aos,
Volume = 25,
Pages = "1563--1594",
Keywords = "Gibbs sampler; Importance sampling; Markov chain Monte Carlo"
}
@Article{Chen:Shao:1997b,
Author = "Ming-Hui Chen and Qi-Man Shao",
Title = "Estimating ratios of normalizing constants for densities with
different dimensions",
Year = 1997,
Journal = statsin,
Volume = 7,
Pages = "607--630"
}
@Article{Chen:Ibra:Shao:2000,
Author = "Ming-Hui Chen and Joseph G. Ibrahim and Qi-Man Shao",
Title = "Power prior distributions for generalized linear models",
Year = 2000,
Journal = jspi,
Volume = 84,
Number = "1-2",
Pages = "121--137",
Keywords = "Prior elicitation; Posterior distribution; propriety;
Variable selection",
}
@Article{Chen:Ibra:Shao:Weis:2003,
Author = "Ming-Hui Chen and Joseph G. Ibrahim and Qi-Man Shao
and Robert E. Weiss",
Title = "Prior elicitation for model selection and estimation in
generalized linear mixed models",
Year = 2003,
Journal = jspi,
Volume = 111,
Number = "1-2",
Pages = "57--76"
}
@Article{Chen:Ibra:Yian:1999,
Author = "Ming-Hui Chen and Joseph G. Ibrahim and Constantin Yiannoutsos",
Title = "Prior elicitation, variable selection and {B}ayesian computation for
logistic regression models",
Year = 1999,
Journal = jrssb,
Volume = 61,
Pages = "223--242",
Keywords = "Gibbs sampler"
}
@Article{Chen:Dono:Saun:1998,
Author = "Scott Shaobing Chen and David L. Donoho and Michael A. Saunders",
Title = "Atomic Decomposition by Basis Pursuit",
Journal = siamjsc,
Volume = 20,
Number = 1,
Pages = "33--61",
Year = 1998,
}
@Article{Chib:Jeli:2001,
Author = "Siddhartha Chib and Ivan Jeliazkov",
Title = "Marginal likelihood from the {M}etropolis-{H}astings output",
Year = 2001,
Journal = jasa,
Volume = 96,
Number = 453,
Pages = "270--281",
Keywords = "{B}ayes factor; {B}ayesian model comparison; clustered count
data; correlated binary data; local invariance; local
reversibility; {M}etropolis-{H}astings algorithm;
multivariate density estimation; reduced conditional
density"},
}
@Article{Chib:1995,
Author = "Siddhartha Chib",
Title = "Marginal likelihood from the {G}ibbs output",
Year = 1995,
Journal = jasa,
Volume = 90,
Pages = "1313--1321",
Keywords = "{B}ayes factor; Mixture model"
}
@Article{Chip:1996,
Author = "Hugh Chipman",
Title = "{B}ayesian Variable Selection With Related Predictors",
Year = 1996,
Journal = cjs,
Volume = 24,
Pages = "17--36",
Keywords = "Gibbs sampler"
}
@Article{Chip:Geor:McCu:1998,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Title = "Reply to comments on ``{B}ayesian {CART} model search''",
Year = 1998,
Journal = jasa,
Volume = 93,
Pages = "957--960",
Keywords = "Theory and Methods"
}
@Article{Chip:Geor:McCu:1998a,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Title = "{B}ayesian {CART} model search ({C}/{R}: p.\thinspace948--960)",
Year = 1998,
Journal = jasa,
Volume = 93,
Pages = "935--948",
Keywords = "Theory and Methods; Markov chain Monte Carlo; Mixture
model; Model selection; Model uncertainty; Stochastic
search; Binary trees",
}
@InProceedings{Chip:Geor:McCu:1998b,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Title = "Making sense of a forest of trees",
Year = 1998,
Booktitle = "Computing Science and Statistics. Dimension Reduction,
Computational Complexity and Information. Proceedings of
the 30th Symposium on the Interface",
Pages = "84--92",
Keywords = "Clustering"
}
@Article{Chip:Geor:McCu:2000,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Title = "Hierarchical priors for {B}ayesian {CART} shrinkage",
Year = 2000,
Journal = statcomp,
Volume = 10,
Pages = "17--24",
Keywords = "Prior distribution; Prior distributions; model building in
regression analysis; selection in regression analysis;
Simulation; Monte-Carlo methods; computer-intensive
methods",
}
@InCollection{Chip:Geor:McCu:2001,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Year = 2001,
Title = "The Practical Implementation of {B}ayesian Model Selection",
Booktitle = "Model Selection",
Publisher = ims,
Address = "Hayward, CA",
Editor = "Partha Lahiri",
Series = lns,
Volume = 38,
Pages = "65--134"
}
@InProceedings{Chip:Geor:McCu:2001a,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Year = 2001,
Title = "Managing multiple models",
Booktitle = "Artificial Intelligence and Statistics 2001",
Editor = "Tommi S. Jaakkola and Thomas Richardson",
Pages = "11--18",
Publisher = "Morgan Kaufmann",
Address = "San Francisco, CA",
}
@Article{Chip:Geor:McCu:2002,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Title = "{B}ayesian treed models",
Journal = macl,
Year = 2002,
Month = sep,
Volume = 48,
Number = 3,
Pages = "299--320",
}
@InProceedings{Chip:Geor:McCu:2003,
Author = "Hugh A. Chipman and Edward I. George and Robert E. McCulloch",
Year = 2003,
Title = "{B}ayesian Treed Generalized Linear Models (with discussion)",
CrossRef = {bayes7:2003},
Pages = "85--103",
}
@Article{Chib:Gree:1995,
Author = "Siddhartha Chib and Edward Greenberg",
Title = "Understanding the {M}etropolis-{H}astings algorithm",
Year = 1995,
Journal = amstat,
Volume = 49,
Pages = "327--335",
Keywords = "Gibbs sampler; Markov chain Monte Carlo"
}
@Article{Chip:Hama:Wu:1997,
Author = "Hugh A. Chipman and Michael S. Hamada and Chien-Fu J. Wu",
Title = "A {B}ayesian variable-selection approach for
analyzing designed experiments with complex aliasing",
Year = 1997,
Journal = tech,
Volume = 39,
Pages = "372--381",
Keywords = "Gibbs sampler; Plackett-Burman design;
Supersaturated design; Hard-to-control factors; Interactions;
Partial aliasing",
}
@Article{Chip:Kola:McCu:1997,
Author = "Hugh A. Chipman and Eric D. Kolaczyk and Robert E. McCulloch",
Title = "Adaptive {B}ayesian wavelet shrinkage",
Year = 1997,
Journal = jasa,
Volume = 92,
Pages = "1413--1421",
Keywords = "Theory and Methods; {B}ayesian estimation; Mixture model;
Uncertainty",
}
@article{Chu:Marr:1991,
author = {Chu, C.-K. and Marron, J. S.},
title = {Choosing a kernel regression estimator ({D}isc: p419-436)},
year = {1991},
journal = statsci,
volume = {6},
pages = {404--419},
keywords = {Smoothing; Nonparametric regression}
}
@InProceedings{Clyd:1999,
Author = "Merlise A. Clyde",
Title = "{B}ayesian model averaging and model search strategies (with
discussion)",
Year = 1999,
CrossRef = {bayes6:1999},
Pages = "157--185",
Keywords = "Generalized linear model; Markov chain Monte Carlo"
}
@Article{Clyd:1999b,
Author = "Merlise A. Clyde",
Title = "Comment on ``{B}ayesian Model Averaging: A Tutorial'' by
{J.\ A.\ H}oeting, {D.\ M}adigan, {A.\ E.\ R}aftery, and
{C.\ T.\ V}olinsky",
Journal = statsci,
Volume = 14,
Pages = "401--404",
Year = 1999
}
@Article{Clyd:2000,
Author = "Merlise A. Clyde",
Year = 2000,
Title = "Model Uncertainty and Health Effect Studies for
Particulate Matter",
Journal = "Environmetrics",
Volume = 11,
Pages = "745--763"
}
@InCollection{Clyd:2001,
Author = "Merlise A. Clyde",
Year = 2001,
Title = "Discussion of ``{T}he Practical Implementation of {B}ayesian Model
Selection''",
Pages = "117--124",
Booktitle = "Model Selection",
Publisher = ims,
Address = "Hayward, CA",
Editor = "Partha Lahiri",
Series = lns,
Volume = 38,
}
@InProceedings{Clyd:2003,
Author = "Merlise A. Clyde",
Year = 2003,
Title = "Discussion of `{F}requentist and {B}ayesian Multiple
Testing', by {C.\ G}enoviese and {L.\ W}asserman",
CrossRef = {bayes7:2003},
Pages = "157--159",
}
@InProceedings{Clyd:Wolp:2006,
Author = "Merlise A. Clyde and Robert L. Wolpert",
Year = 2006,
Title = "Bayesian Nonparametric Function Estimation unsing Overcomplete Dictionaries ",
CrossRef = {bayes8:2006},
Pages = "to appear",
}
@Article{Clyd:DeSi:Parm:1996,
Author = "Merlise A. Clyde and DeSimone, Heather and Giovanni Parmigiani",
Title = "Prediction via orthogonalized model mixing",
Year = 1996,
Journal = jasa,
Volume = 91,
Pages = "1197--1208",
Keywords = "Theory and Methods; {B}ayesian linear model; Importance
sampling; Model uncertainty; Variable selection",
}
@InProceedings{Clyd:DeSi:Parm:1996b,
Author = "Merlise A. Clyde and Heather DeSimone and Giovanni Parmigiani",
Title = "Comment on ``{A}ccounting for model uncertainty in survival
analysis improves predictive performance''",
Year = 1996,
CrossRef = {bayes5:1996},
Pages = 341,
Keywords = "{B}ayes factor; Cox regression; Exponential regression;
Model selection",
}
@InProceedings{Clyd:Geor:1999,
Author = "Merlise A. Clyde and Edward I. George",
Title = "Empirical {B}ayes estimation in wavelet nonparametric regression",
Year = 1999,
Booktitle = "{B}ayesian Inference in Wavelet Based Models",
Editors = "Peter M\^^buller and Brani Vidakovic",
Publisher = sv,
Address = "New York, NY",
Pages = "309--322"
}
@Article{Clyd:Geor:2000,
Author = "Merlise A. Clyde and Edward I. George",
Title = "Flexible empirical {B}ayes estimation for wavelets",
Year = 2000,
Journal = jrssb,
Volume = 62,
Number = 4,
Pages = "681--698",
Keywords = "{B}ayesian model averaging; EM algorithm; hierarchical
models; Model selection; multiple shrinkage; orthogonal
regression; Outliers; Robustness; Thresholding",
}
@Article{Clyd:Geor:2004,
Author = "Merlise A. Clyde and Edward I. George",
Title = "Model Uncertainty",
Journal = statsci,
Year = 2004,
Month = may,
Volume = 19,
Number = 2,
Pages = {81--94},
}
@InProceedings{Clyd:Lee:2001,
Author = "Merlise A. Clyde and Herbert K. H. Lee",
Year = 2001,
Title = "Bagging and the {B}ayesian bootstrap",
BookTitle = "Artificial Intelligence and Statistics 2001",
Editor = "Tommi S. Jaakkola and Thomas Richardson",
Pages = "169--174",
Publisher = "Morgan Kaufmann",
Address = "San Francisco, CA",
}
@Misc{Clyd:Litt:2003,
Title = "Sampling without Replacement for Bayesian Variable Selection",
Year = 2003,
Author = "Merlise A. Clyde and Michael Littman",
}
@InProceedings{Clyd:Parm:Vida:1996,
Author = "Merlise A. Clyde and Giovanni Parmigiani and Brani Vidakovic",
Title = "Using {M}arkov chain {M}onte {C}arlo to account for model
uncertainty with applications to wavelets",
Year = 1996,
Booktitle = "Computing Science and Statistics. Graph -- Image --
Vision. Proceedings of the 28th Symposium on the
Interface",
Pages = "209--218",
Keywords = "{B}ayesian method; Dimension reduction"
}
@Article{Clyd:Parm:Vida:1998,
Author = "Merlise A. Clyde and Giovanni Parmigiani and Brani Vidakovic",
Title = "Multiple shrinkage and subset selection in wavelets",
Year = 1998,
Journal = bka,
Volume = 85,
Pages = "391--401",
Keywords = "Gibbs sampler; Importance sampling; {B}ayesian estimation"
}
@book{Cris:Shaw:2000,
author = {Cristianini, Nello and Shawe-Taylor, John},
title = {An introduction to support vector machines: and other kernel-based learning methods},
year = {2000},
pages = {189},
publisher = {Cambridge University Press}
}
@PhDthesis{Cui:2002,
Author = "Wen Cui",
Year = 2002,
Title = "Variable Selection: {E}mpirical {B}ayes vs. Fully {B}ayes",
School = "Department of MSIS, University of Texas at Austin",
}
@Article{Davi:1973,
Author = "Lee D. Davisson",
Title = "Universal noiseless coding",
Journal = ieeeit,
Volume = 19,
Year = 1973,
Month = "Nov.",
Pages = "783--795",
}
@InProceedings{Dawi:Laur:2001,
Author = "A. Philip Dawid and Stephen L. Lauritzen",
Year = 2001,
Title = "Compatible Prior Distributions",
Pages = "109--118",
BookTitle = "{B}ayesian Methods with Applications to Science, Policy, and
Official Statistics, Selected papers from ISBA 2000: The Sixth World
Meeting of the International Society for {B}ayesian Analysis",
Editor = "Edward I. George",
Publisher = "Eurostat",
Address = "Luxembourg",
ISBN = "92-894-1283-6",
}
@Article{Dell:Fors:1999,
Author = "Petros Dellaportas and Jonathan J. Forster",
Title = "Markov chain {M}onte {C}arlo model determination for
hierarchical and graphical log-linear models",
Year = 1999,
Journal = bka,
Volume = 86,
Pages = "615--633",
Keywords = "{B}ayesian analysis; Contingency table"
}
@Article{Dell:Fors:Ntzo:2002,
Author = "Petros Dellaportas and Jonathan J. Forster and Ioannis Ntzoufras",
Title = "On {B}ayesian model and variable selection using {MCMC}",
Year = 2002,
Journal = statcomp,
Volume = 12,
Number = 1,
Pages = "27--36",
Keywords = "Gibbs sampler; independence sampler; Metropolis-Hastings;
Reversible jump",
}
@Article{Dell:Giud:Robe:2001,
Author = "Petros Dellaportas and Paolo Giudici and Gareth O. Roberts",
Year = 2003,
Title = "{B}ayesian inference for nondecomposable graphical {G}aussian
models",
Journal = sankA,
Volume = 65,
Pages = "43--55",
}
@Article{Demp:1972,
Author = "Arthur M. Dempster",
Title = "Covariance selection",
Year = 1972,
Journal = bio,
Volume = 28,
Pages = "157--175",
Keywords = "Exponential family; Covariance estimation; Parameter
selection; Maximum likelihood; Maximum entropy;