-
Notifications
You must be signed in to change notification settings - Fork 6
/
bayes_2024.bib
239 lines (231 loc) · 7.55 KB
/
bayes_2024.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
@article{Goldstein1980,
title={The linear Bayes regression estimator under weak prior assumptions},
author={Goldstein, Michael},
journal={Biometrika},
volume={67},
number={3},
pages={621--628},
year={1980},
publisher={Oxford University Press}
}
@article{Dawid1982,
title={The well-calibrated {B}ayesian},
author={Dawid, A Philip},
journal={Journal of the American Statistical Association},
volume={77},
number={379},
pages={605--610},
year={1982},
publisher={Taylor \& Francis}
}
@article{OHagan1995,
title={Fractional {B}ayes factors for model comparison},
author={O'Hagan, Anthony},
journal={Journal of the Royal Statistical Society: Series B (Methodological)},
volume={57},
number={1},
pages={99--118},
year={1995},
publisher={Wiley Online Library}
}
@article{West1985,
title={Dynamic generalized linear models and {B}ayesian forecasting},
author={West, Mike and Harrison, P Jeff and Migon, Helio S},
journal={Journal of the American Statistical Association},
volume={80},
number={389},
pages={73--83},
year={1985},
publisher={Taylor \& Francis}
}
@article{Besag1991,
title={{B}ayesian image restoration, with two applications in spatial statistics},
author={Besag, Julian and York, Jeremy and Molli{\'e}, Annie},
journal={Annals of the institute of statistical mathematics},
volume={43},
pages={1--20},
year={1991},
publisher={Springer}
}
@article{OHagan1998,
title={Eliciting expert beliefs in substantial practical applications},
author={O'Hagan, Anthony},
journal={Journal of the Royal Statistical Society Series D: The Statistician},
volume={47},
number={1},
pages={21--35},
year={1998},
publisher={Oxford University Press}
}
@article{Tierney1998,
title={A note on {M}etropolis-{H}astings kernels for general state spaces},
author={Tierney, Luke},
journal={Annals of Applied Probability},
pages={1--9},
year={1998},
publisher={JSTOR}
}
@article{Kennedy2001,
title={{B}ayesian calibration of computer models},
author={Kennedy, Marc C and O'Hagan, Anthony},
journal={Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
volume={63},
number={3},
pages={425--464},
year={2001},
publisher={Wiley Online Library}
}
@article{Oakley2004,
title={Probabilistic sensitivity analysis of complex models: a {B}ayesian approach},
author={Oakley, Jeremy E and O'Hagan, Anthony},
journal={Journal of the Royal Statistical Society Series B: Statistical Methodology},
volume={66},
number={3},
pages={751--769},
year={2004},
publisher={Oxford University Press}
}
@article{Papaspiliopoulos2007,
title={A general framework for the parametrization of hierarchical models},
author={Papaspiliopoulos, Omiros and Roberts, Gareth O and Sk{\"o}ld, Martin},
journal={Statistical Science},
pages={59--73},
year={2007},
publisher={JSTOR}
}
@article{Gelman2008,
author = {Andrew Gelman and Aleks Jakulin and Maria Grazia Pittau and Yu-Sung Su},
title = {{A weakly informative default prior distribution for logistic and other regression models}},
volume = {2},
journal = {The Annals of Applied Statistics},
number = {4},
publisher = {Institute of Mathematical Statistics},
pages = {1360 -- 1383},
keywords = {{B}ayesian inference, generalized linear model, hierarchical model, least squares, Linear regression, logistic regression, multilevel model, noninformative prior distribution, weakly informative prior distribution},
year = {2008},
doi = {10.1214/08-AOAS191},
URL = {https://doi.org/10.1214/08-AOAS191}
}
@article{Park2008,
title={The {B}ayesian lasso},
author={Park, Trevor and Casella, George},
journal={Journal of the american statistical association},
volume={103},
number={482},
pages={681--686},
year={2008},
publisher={Taylor \& Francis}
}
@article{Piironen2017,
author = {Juho Piironen and Aki Vehtari},
title = {{Sparsity information and regularization in the horseshoe and other shrinkage priors}},
volume = {11},
journal = {Electronic Journal of Statistics},
number = {2},
publisher = {Institute of Mathematical Statistics and Bernoulli Society},
pages = {5018 -- 5051},
keywords = {{B}ayesian inference, horseshoe prior, shrinkage priors, Sparse estimation},
year = {2017},
doi = {10.1214/17-EJS1337SI},
URL = {https://doi.org/10.1214/17-EJS1337SI}
}
@article{Simpson2017,
author = {Daniel Simpson and H{\aa}vard Rue and Andrea Riebler and Thiago G. Martins and Sigrunn H. S{\o}rbye},
title = {{Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors}},
volume = {32},
journal = {Statistical Science},
number = {1},
publisher = {Institute of Mathematical Statistics},
pages = {1 -- 28},
keywords = {{B}ayesian theory, disease mapping, hierarchical models, information geometry, interpretable prior distributions, prior on correlation matrices},
year = {2017},
doi = {10.1214/16-STS576},
URL = {https://doi.org/10.1214/16-STS576}
}
@article{Bai2021,
title={Spike-and-slab meets {LASSO}: A review of the spike-and-slab {LASSO} },
author={Bai, Ray and Ro{\v{c}}kov{\'a}, Veronika and George, Edward I},
journal={Handbook of {B}ayesian variable selection},
pages={81--108},
year={2021},
publisher={Chapman and Hall/CRC}
}
@article{Tibshirani1996,
ISSN = {00359246},
URL = {http://www.jstor.org/stable/2346178},
author = {Robert Tibshirani},
journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
number = {1},
pages = {267--288},
publisher = {[Royal Statistical Society, Wiley]},
title = {Regression Shrinkage and Selection via the {L}asso},
urldate = {2024-06-24},
volume = {58},
year = {1996}
}
@book{Lindley1980,
title={The Bayesian approach to statistics},
author={Lindley, Dennis V},
year={1980},
publisher={University of California (Berkeley). Operations Research Center}
}
@article{Barker1965,
title={Monte {C}arlo calculations of the radial distribution functions for a proton-electron plasma},
author={Barker, Anthony Alfred},
journal={Australian Journal of Physics},
volume={18},
number={2},
pages={119--134},
year={1965},
publisher={CSIRO Publishing}
}
@article{Green1995,
title={Reversible jump Markov chain Monte Carlo computation and Bayesian model determination},
author={Green, Peter J},
journal={Biometrika},
volume={82},
number={4},
pages={711--732},
year={1995},
publisher={Oxford University Press}
}
@article{George1993,
title={Variable selection via Gibbs sampling},
author={George, Edward I and McCulloch, Robert E},
journal={Journal of the American Statistical Association},
volume={88},
number={423},
pages={881--889},
year={1993},
publisher={Taylor \& Francis}
}
@article{Carvalho2010,
title={The horseshoe estimator for sparse signals},
author={Carvalho, Carlos M and Polson, Nicholas G and Scott, James G},
journal={Biometrika},
volume={97},
number={2},
pages={465--480},
year={2010},
publisher={Oxford University Press}
}
@article{Raftery1996,
title={Approximate {B}ayes factors and accounting for model uncertainty in generalised linear models},
author={Raftery, Adrian E},
journal={Biometrika},
volume={83},
number={2},
pages={251--266},
year={1996},
publisher={Oxford University Press}
}
@article{Gabry2019,
title={Visualization in Bayesian workflow},
author={Gabry, Jonah and Simpson, Daniel and Vehtari, Aki and Betancourt, Michael and Gelman, Andrew},
journal={Journal of the Royal Statistical Society Series A: Statistics in Society},
volume={182},
number={2},
pages={389--402},
year={2019},
publisher={Oxford University Press}
}