×
Author ID: madigan.david Recent zbMATH articles by "Madigan, David"
Published as: Madigan, David
External Links: MGP · Wikidata

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 1,248 times in 895 Documents Cited by Year
Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525
Hoeting, Jennifer A.; Madigan, David; Raftery, Adrian E.; Volinsky, Chris T.
395
1999
Bayesian model averaging for linear regression models. Zbl 0888.62026
Raftery, Adrian E.; Madigan, David; Hoeting, Jennifer A.
153
1997
Model selection and accounting for model uncertainty in graphical models using Occam’s window. Zbl 0814.62030
Madigan, David; Raftery, Adrian E.
147
1994
Bayesian graphical models for discrete data. Zbl 0834.62003
Madigan, David; York, Jeremy
125
1995
A characterization of Markov equivalence classes for acyclic digraphs. Zbl 0876.60095
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
85
1997
Alternative Markov properties for chain graphs. Zbl 0972.60067
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
52
2001
A method for simultaneous variable selection and outlier identification in linear regression. Zbl 0900.62352
Hoeting, Jennifer; Raftery, Adrian E.; Madigan, David
37
1996
Bayesian model averaging in proportional hazard models: Assessing the risk of a stroke. Zbl 0903.62093
Volinsky, Chris T.; Madigan, David; Raftery, Adrian E.; Kronmal, Richard A.
33
1997
Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model. Zbl 1454.62348
Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David
23
2015
On the Markov equivalence of chain graphs, undirected graphs, and acyclic digraphs. Zbl 0918.60050
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
19
1997
Bayesian methods for estimation of the size of a closed population. Zbl 0887.62029
Madigan, David; York, Jeremy C.
18
1997
On the relation between conditional independence models determined by finite distributive lattices and by directed acyclic graphs. Zbl 0839.62063
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Triggs, Christopher M.
17
1995
Bayesian model averaging and model selection for Markov equivalence classes of acyclic digraphs. Zbl 0894.62032
Madigan, David; Andersson, Steen A.; Perlman, Michael D.; Volinsky, Chris T.
16
1996
Separation and completeness properties for AMP chain graph Markov models. Zbl 1043.62080
Levitz, Michael; Perlman, Michael D.; Madigan, David
14
2001
Birth defects registered by double sampling: A Bayesian approach incorporating covariates and model uncertainty. Zbl 0821.62092
York, Jeremy; Madigan, David; Heuch, Ivar; Lie, Rolv Terje
13
1995
A graphical characterization of lattice conditional independence models. Zbl 0888.68090
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Triggs, Christopher M.
12
1997
Eliciting prior information to enhance the predictive performance of Bayesian graphical models. Zbl 0937.62576
Madigan, David; Gavrin, Jonathan; Raftery, Adrian E.
11
1995
Likelihood-based data squashing: A modeling approach to instance construction. Zbl 0996.68564
Madigan, David; Raghavan, Nandini; Dumouchel, William; Nason, Martha; Posse, Christian; Ridgeway, Greg
9
2002
A one-pass sequential Monte Carlo method for Bayesian analysis of massive datasets. Zbl 1333.62007
Balakrishnan, Suhrid; Madigan, David
9
2006
Learning theory analysis for association rules and sequential event prediction. Zbl 1317.68184
Rudin, Cynthia; Letham, Benjamin; Madigan, David
9
2013
Dynamic logistic regression and dynamic model averaging for binary classification. Zbl 1241.62101
McCormick, Tyler H.; Raftery, Adrian E.; Madigan, David; Burd, Randall S.
8
2012
Bayesian hierarchical rule modeling for predicting medical conditions. Zbl 1243.62036
Mccormick, Tyler H.; Rudin, Cynthia; Madigan, David
6
2012
An extension of the results of Asmussen and Edwards on collapsibility in contingency tables. Zbl 0731.62113
Madigan, David; Mosurski, Krzysztof
5
1990
Effective directed tests for models with ordered categorical data. Zbl 1064.62065
Cohen, Arthur; Madigan, David; Sackrowitz, Harold B.
5
2003
Massive parallelization of serial inference algorithms for a complex generalized linear model. Zbl 1386.65065
Suchard, Marc A.; Simpson, Shawn E.; Zorych, Ivan; Ryan, Patrick; Madigan, David
5
2013
Algorithms for sparse linear classifiers in the massive data setting. Zbl 1225.68148
Balakrishnan, Suhrid; Madigan, David
5
2008
Efficient sequential decision-making algorithms for container inspection operations. Zbl 1245.90021
Madigan, David; Mittal, Sushil; Roberts, Fred
4
2011
Strategies for graphical model selection. Zbl 0828.62002
Madigan, David; Raftery, Adrian; York, Jeremy; Bradshaw, Jeffrey; Almond, Russel
3
1994
Corrections to: ‘An extension of the results of Asmussen and Edwards on collapsibility in contingency tables’. Zbl 1156.62334
Madigan, David; Mosurski, Krzysztof
2
1999
Sequential event prediction. Zbl 1300.68043
Letham, Benjamin; Rudin, Cynthia; Madigan, David
2
2013
Graphical Markov models in multivariate analysis. Zbl 1068.62515
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Richardson, Thomas S.
1
1999
The factorized self-controlled case series method: an approach for estimating the effects of many drugs on many outcomes. Zbl 1392.62325
Moghaddass, Ramin; Rudin, Cynthia; Madigan, David
1
2016
Multiple self-controlled case series for large-scale longitudinal observational databases. Zbl 1419.62449
Simpson, Shawn E.; Madigan, David; Zorych, Ivan; Schuemie, Martijn J.; Ryan, Patrick B.; Suchard, Marc A.
1
2013
Bayesian multinomial logistic regression for author identification. Zbl 1446.62211
Madigan, David; Genkin, Alexander; Lewis, David D.; Fradkin, Dmitriy
1
2005
Causal inference for meta-analysis and multi-level data structures, with application to randomized studies of Vioxx. Zbl 1402.62290
Sobel, Michael; Madigan, David; Wang, Wei
1
2017
Latent class mixture models of treatment effect heterogeneity. Zbl 1384.62204
Shahn, Zach; Madigan, David
1
2017
Causal inference for meta-analysis and multi-level data structures, with application to randomized studies of Vioxx. Zbl 1402.62290
Sobel, Michael; Madigan, David; Wang, Wei
1
2017
Latent class mixture models of treatment effect heterogeneity. Zbl 1384.62204
Shahn, Zach; Madigan, David
1
2017
The factorized self-controlled case series method: an approach for estimating the effects of many drugs on many outcomes. Zbl 1392.62325
Moghaddass, Ramin; Rudin, Cynthia; Madigan, David
1
2016
Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model. Zbl 1454.62348
Letham, Benjamin; Rudin, Cynthia; McCormick, Tyler H.; Madigan, David
23
2015
Learning theory analysis for association rules and sequential event prediction. Zbl 1317.68184
Rudin, Cynthia; Letham, Benjamin; Madigan, David
9
2013
Massive parallelization of serial inference algorithms for a complex generalized linear model. Zbl 1386.65065
Suchard, Marc A.; Simpson, Shawn E.; Zorych, Ivan; Ryan, Patrick; Madigan, David
5
2013
Sequential event prediction. Zbl 1300.68043
Letham, Benjamin; Rudin, Cynthia; Madigan, David
2
2013
Multiple self-controlled case series for large-scale longitudinal observational databases. Zbl 1419.62449
Simpson, Shawn E.; Madigan, David; Zorych, Ivan; Schuemie, Martijn J.; Ryan, Patrick B.; Suchard, Marc A.
1
2013
Dynamic logistic regression and dynamic model averaging for binary classification. Zbl 1241.62101
McCormick, Tyler H.; Raftery, Adrian E.; Madigan, David; Burd, Randall S.
8
2012
Bayesian hierarchical rule modeling for predicting medical conditions. Zbl 1243.62036
Mccormick, Tyler H.; Rudin, Cynthia; Madigan, David
6
2012
Efficient sequential decision-making algorithms for container inspection operations. Zbl 1245.90021
Madigan, David; Mittal, Sushil; Roberts, Fred
4
2011
Algorithms for sparse linear classifiers in the massive data setting. Zbl 1225.68148
Balakrishnan, Suhrid; Madigan, David
5
2008
A one-pass sequential Monte Carlo method for Bayesian analysis of massive datasets. Zbl 1333.62007
Balakrishnan, Suhrid; Madigan, David
9
2006
Bayesian multinomial logistic regression for author identification. Zbl 1446.62211
Madigan, David; Genkin, Alexander; Lewis, David D.; Fradkin, Dmitriy
1
2005
Effective directed tests for models with ordered categorical data. Zbl 1064.62065
Cohen, Arthur; Madigan, David; Sackrowitz, Harold B.
5
2003
Likelihood-based data squashing: A modeling approach to instance construction. Zbl 0996.68564
Madigan, David; Raghavan, Nandini; Dumouchel, William; Nason, Martha; Posse, Christian; Ridgeway, Greg
9
2002
Alternative Markov properties for chain graphs. Zbl 0972.60067
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
52
2001
Separation and completeness properties for AMP chain graph Markov models. Zbl 1043.62080
Levitz, Michael; Perlman, Michael D.; Madigan, David
14
2001
Bayesian model averaging: A tutorial. (with comments and a rejoinder). Zbl 1059.62525
Hoeting, Jennifer A.; Madigan, David; Raftery, Adrian E.; Volinsky, Chris T.
395
1999
Corrections to: ‘An extension of the results of Asmussen and Edwards on collapsibility in contingency tables’. Zbl 1156.62334
Madigan, David; Mosurski, Krzysztof
2
1999
Graphical Markov models in multivariate analysis. Zbl 1068.62515
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Richardson, Thomas S.
1
1999
Bayesian model averaging for linear regression models. Zbl 0888.62026
Raftery, Adrian E.; Madigan, David; Hoeting, Jennifer A.
153
1997
A characterization of Markov equivalence classes for acyclic digraphs. Zbl 0876.60095
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
85
1997
Bayesian model averaging in proportional hazard models: Assessing the risk of a stroke. Zbl 0903.62093
Volinsky, Chris T.; Madigan, David; Raftery, Adrian E.; Kronmal, Richard A.
33
1997
On the Markov equivalence of chain graphs, undirected graphs, and acyclic digraphs. Zbl 0918.60050
Andersson, Steen A.; Madigan, David; Perlman, Michael D.
19
1997
Bayesian methods for estimation of the size of a closed population. Zbl 0887.62029
Madigan, David; York, Jeremy C.
18
1997
A graphical characterization of lattice conditional independence models. Zbl 0888.68090
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Triggs, Christopher M.
12
1997
A method for simultaneous variable selection and outlier identification in linear regression. Zbl 0900.62352
Hoeting, Jennifer; Raftery, Adrian E.; Madigan, David
37
1996
Bayesian model averaging and model selection for Markov equivalence classes of acyclic digraphs. Zbl 0894.62032
Madigan, David; Andersson, Steen A.; Perlman, Michael D.; Volinsky, Chris T.
16
1996
Bayesian graphical models for discrete data. Zbl 0834.62003
Madigan, David; York, Jeremy
125
1995
On the relation between conditional independence models determined by finite distributive lattices and by directed acyclic graphs. Zbl 0839.62063
Andersson, Steen A.; Madigan, David; Perlman, Michael D.; Triggs, Christopher M.
17
1995
Birth defects registered by double sampling: A Bayesian approach incorporating covariates and model uncertainty. Zbl 0821.62092
York, Jeremy; Madigan, David; Heuch, Ivar; Lie, Rolv Terje
13
1995
Eliciting prior information to enhance the predictive performance of Bayesian graphical models. Zbl 0937.62576
Madigan, David; Gavrin, Jonathan; Raftery, Adrian E.
11
1995
Model selection and accounting for model uncertainty in graphical models using Occam’s window. Zbl 0814.62030
Madigan, David; Raftery, Adrian E.
147
1994
Strategies for graphical model selection. Zbl 0828.62002
Madigan, David; Raftery, Adrian; York, Jeremy; Bradshaw, Jeffrey; Almond, Russel
3
1994
An extension of the results of Asmussen and Edwards on collapsibility in contingency tables. Zbl 0731.62113
Madigan, David; Mosurski, Krzysztof
5
1990
all top 5

Cited by 1,708 Authors

25 Zhang, Xinyu
14 Zou, Guohua
13 Madigan, David
13 Raftery, Adrian E.
13 Studený, Milan
12 Dobra, Adrian
12 Ntzoufras, Ioannis
11 Perlman, Michael D.
10 Vehtari, Aki
9 Andersson, Steen Arne
9 Clarke, Bertrand S.
9 Consonni, Guido
9 Dellaportas, Petros
9 Fouskakis, Dimitris
9 Rudin, Cynthia
8 Peña, José-María
7 Bühlmann, Peter
7 Castelletti, Federico
7 Corander, Jukka
7 Wan, Alan T. K.
7 Yang, Yuhong
7 Zhao, Shangwei
6 Baladandayuthapani, Veerabhadran
6 Drton, Mathias
6 Dunson, David Brian
6 Forster, Jonathan J.
6 Massam, Helene M.
6 Nott, David John
5 Clyde, Merlise A.
5 Dominici, Francesca
5 Koop, Gary
5 Kuipers, Jack B.
5 MacEachern, Steven N.
5 Magnus, Jan R.
5 Moffa, Giusi
5 Pensar, Johan
5 Richardson, Thomas Stuart
5 Sadeghi, Kayvan
5 Smith, James Quartermaine
5 Suchard, Marc A.
5 Uhler, Caroline
5 West, Mike
4 Boone, Edward L.
4 Brooks, Stephen P.
4 Clarke, Jennifer Lynn
4 Fang, Fang
4 García-Donato, Gonzalo
4 Gelman, Andrew
4 Geng, Zhi
4 Grzegorczyk, Marco A.
4 Heckerman, David E.
4 Hoeting, Jennifer A.
4 Husmeier, Dirk
4 Ibrahim, Joseph George
4 Kim, Yongdai
4 King, Ruth
4 La Rocca, Luca
4 Leng, Chenlei
4 Maathuis, Marloes H.
4 Miljkovic, Tatjana
4 Nyman, Henrik
4 Parmigiani, Giovanni
4 Peracchi, Franco
4 Piironen, Juho
4 Ravazzolo, Francesco
4 Roverato, Alberto
4 Sauerbrei, Willi
4 Schomaker, Michael
4 Steel, Mark F. J.
4 Stingo, Francesco Claudio
4 Tran, Minh Ngoc
4 Vannucci, Marina
4 Volinsky, Chris T.
4 Vrontos, Ioannis D.
4 Wang, Shouyang
4 Wermuth, Nanny
4 Young, Dean Max
4 Zou, Jiahui
3 Almudevar, Anthony
3 Castelo, Robert
3 Czado, Claudia
3 De Luca, Giuseppe
3 Gargallo, Pilar
3 George, Edward I.
3 Giudici, Paolo
3 Hansen, Bruce E.
3 He, Baihua
3 He, Yangbo
3 Heumann, Christian
3 Holan, Scott H.
3 Korobilis, Dimitris
3 Lauritzen, Steffen Lilholt
3 Liang, Faming
3 Liang, Hua
3 Lin, Guang
3 Liu, Yue
3 Marchetti, Giovanni Maria
3 McCormick, Tyler H.
3 Müller, Peter
3 Peluso, Stefano
...and 1,608 more Authors
all top 5

Cited in 173 Serials

66 Computational Statistics and Data Analysis
36 Biometrics
36 Journal of Econometrics
31 The Annals of Statistics
31 The Annals of Applied Statistics
30 International Journal of Approximate Reasoning
30 Statistics and Computing
24 Journal of Applied Statistics
20 Journal of the American Statistical Association
20 Journal of Statistical Planning and Inference
16 Computational Statistics
16 Communications in Statistics. Simulation and Computation
16 Journal of Statistical Computation and Simulation
15 Statistical Science
14 Journal of Machine Learning Research (JMLR)
14 Electronic Journal of Statistics
14 Bayesian Analysis
12 Journal of Multivariate Analysis
12 Communications in Statistics. Theory and Methods
11 The Canadian Journal of Statistics
11 Psychometrika
11 Journal of Computational and Graphical Statistics
10 Journal of Computational Physics
10 Scandinavian Journal of Statistics
10 Statistics & Probability Letters
10 Statistical Modelling
9 Artificial Intelligence
9 Annals of the Institute of Statistical Mathematics
9 Machine Learning
9 Journal of the Royal Statistical Society. Series B. Statistical Methodology
8 Journal of Agricultural, Biological, and Environmental Statistics
7 International Statistical Review
7 Econometric Reviews
7 Test
7 Bernoulli
7 Econometric Theory
7 Statistical Methods and Applications
7 Journal of the Korean Statistical Society
6 European Journal of Operational Research
6 Statistical Papers
6 SIAM/ASA Journal on Uncertainty Quantification
5 Insurance Mathematics & Economics
5 Economics Letters
5 Data Mining and Knowledge Discovery
5 North American Actuarial Journal
5 Journal of Forecasting
5 Statistical Methodology
5 Advances in Data Analysis and Classification. ADAC
4 The American Statistician
4 Computer Methods in Applied Mechanics and Engineering
4 Journal of Mathematical Psychology
4 Statistica Sinica
4 Annals of Mathematics and Artificial Intelligence
4 Australian & New Zealand Journal of Statistics
4 Computational Geosciences
4 Stochastic Environmental Research and Risk Assessment
4 Journal of Systems Science and Complexity
4 Journal of Statistical Theory and Practice
3 Biometrical Journal
3 Information Sciences
3 Kybernetika
3 Acta Mathematicae Applicatae Sinica. English Series
3 Neural Computation
3 Proceedings of the National Academy of Sciences of the United States of America
3 The Journal of Artificial Intelligence Research (JAIR)
3 Mathematical Finance
3 The Econometrics Journal
3 Quantitative Finance
3 ASTIN Bulletin
3 Statistical Analysis and Data Mining
3 Statistics Surveys
3 Science China. Mathematics
3 Sankhyā. Series A
2 International Journal of General Systems
2 Mathematical Biosciences
2 Metrika
2 Bulletin of Mathematical Biology
2 Applied Mathematics and Computation
2 Theoretical Population Biology
2 Physica D
2 Statistics
2 Algorithmica
2 Journal of Economic Dynamics & Control
2 SIAM Journal on Discrete Mathematics
2 Annals of Operations Research
2 INFORMS Journal on Computing
2 International Journal of Theoretical and Applied Finance
2 European Journal of Pure and Applied Mathematics
2 Decision Analysis
2 Journal de la Société Française de Statistique
2 Statistical Theory and Related Fields
1 Biological Cybernetics
1 Computers and Fluids
1 Computers & Mathematics with Applications
1 Discrete Applied Mathematics
1 Discrete Mathematics
1 International Journal of Systems Science
1 Automatica
1 BIT
1 Fuzzy Sets and Systems
...and 73 more Serials

Citations by Year

The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.