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Items: 1 to 50 of 157

1.

Bayesian Multi-Plate High-Throughput Screening of Compounds.

Shterev ID, Dunson DB, Chan C, Sempowski GD.

Sci Rep. 2018 Jun 22;8(1):9551. doi: 10.1038/s41598-018-27531-w.

2.

Convex mixture regression for quantitative risk assessment.

Canale A, Durante D, Dunson DB.

Biometrics. 2018 Dec;74(4):1331-1340. doi: 10.1111/biom.12917. Epub 2018 Jun 12.

PMID:
29894557
3.

Theoretical limits of microclustering for record linkage.

Johndrow JE, Lum K, Dunson DB.

Biometrika. 2018 Jun;105(2):431-446. doi: 10.1093/biomet/asy003. Epub 2018 Mar 19.

4.

Extrema-weighted feature extraction for functional data.

van den Boom W, Mao C, Schroeder RA, Dunson DB.

Bioinformatics. 2018 Jul 15;34(14):2457-2464. doi: 10.1093/bioinformatics/bty120.

PMID:
29506206
5.

Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries.

van den Boom W, Schroeder RA, Manning MW, Setji TL, Fiestan GO, Dunson DB.

Diabetes Care. 2018 Apr;41(4):782-788. doi: 10.2337/dc17-2232. Epub 2018 Feb 13.

PMID:
29440113
6.

Expandable factor analysis.

Srivastava S, Engelhardt BE, Dunson DB.

Biometrika. 2017 Sep;104(3):649-663. doi: 10.1093/biomet/asx030. Epub 2017 Jun 16.

7.

Bayesian Local Extremum Splines.

Wheeler MW, Dunson DB, Herring AH.

Biometrika. 2017 Dec;104(4):939-952.

8.

TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS.

Johndrow JE, Bhattacharya A, Dunson DB.

Ann Stat. 2017;45(1):1-38. doi: 10.1214/15-AOS1414. Epub 2017 Feb 21.

9.

Extrinsic local regression on manifold-valued data.

Lin L, St Thomas B, Zhu H, Dunson DB.

J Am Stat Assoc. 2017;112(519):1261-1273. doi: 10.1080/01621459.2016.1208615. Epub 2016 Jul 20.

10.

Genetic and Functional Drivers of Diffuse Large B Cell Lymphoma.

Reddy A, Zhang J, Davis NS, Moffitt AB, Love CL, Waldrop A, Leppa S, Pasanen A, Meriranta L, Karjalainen-Lindsberg ML, Nørgaard P, Pedersen M, Gang AO, Høgdall E, Heavican TB, Lone W, Iqbal J, Qin Q, Li G, Kim SY, Healy J, Richards KL, Fedoriw Y, Bernal-Mizrachi L, Koff JL, Staton AD, Flowers CR, Paltiel O, Goldschmidt N, Calaminici M, Clear A, Gribben J, Nguyen E, Czader MB, Ondrejka SL, Collie A, Hsi ED, Tse E, Au-Yeung RKH, Kwong YL, Srivastava G, Choi WWL, Evens AM, Pilichowska M, Sengar M, Reddy N, Li S, Chadburn A, Gordon LI, Jaffe ES, Levy S, Rempel R, Tzeng T, Happ LE, Dave T, Rajagopalan D, Datta J, Dunson DB, Dave SS.

Cell. 2017 Oct 5;171(2):481-494.e15. doi: 10.1016/j.cell.2017.09.027.

11.

Enteropathy-associated T cell lymphoma subtypes are characterized by loss of function of SETD2.

Moffitt AB, Ondrejka SL, McKinney M, Rempel RE, Goodlad JR, Teh CH, Leppa S, Mannisto S, Kovanen PE, Tse E, Au-Yeung RKH, Kwong YL, Srivastava G, Iqbal J, Yu J, Naresh K, Villa D, Gascoyne RD, Said J, Czader MB, Chadburn A, Richards KL, Rajagopalan D, Davis NS, Smith EC, Palus BC, Tzeng TJ, Healy JA, Lugar PL, Datta J, Love C, Levy S, Dunson DB, Zhuang Y, Hsi ED, Dave SS.

J Exp Med. 2017 May 1;214(5):1371-1386. doi: 10.1084/jem.20160894. Epub 2017 Apr 19.

12.

Bayesian network-response regression.

Wang L, Durante D, Jung RE, Dunson DB.

Bioinformatics. 2017 Jun 15;33(12):1859-1866. doi: 10.1093/bioinformatics/btx050.

PMID:
28165112
13.

The Genetic Basis of Hepatosplenic T-cell Lymphoma.

McKinney M, Moffitt AB, Gaulard P, Travert M, De Leval L, Nicolae A, Raffeld M, Jaffe ES, Pittaluga S, Xi L, Heavican T, Iqbal J, Belhadj K, Delfau-Larue MH, Fataccioli V, Czader MB, Lossos IS, Chapman-Fredricks JR, Richards KL, Fedoriw Y, Ondrejka SL, Hsi ED, Low L, Weisenburger D, Chan WC, Mehta-Shah N, Horwitz S, Bernal-Mizrachi L, Flowers CR, Beaven AW, Parihar M, Baseggio L, Parrens M, Moreau A, Sujobert P, Pilichowska M, Evens AM, Chadburn A, Au-Yeung RK, Srivastava G, Choi WW, Goodlad JR, Aurer I, Basic-Kinda S, Gascoyne RD, Davis NS, Li G, Zhang J, Rajagopalan D, Reddy A, Love C, Levy S, Zhuang Y, Datta J, Dunson DB, Davé SS.

Cancer Discov. 2017 Apr;7(4):369-379. doi: 10.1158/2159-8290.CD-16-0330. Epub 2017 Jan 25.

14.

Bayesian genome- and epigenome-wide association studies with gene level dependence.

Lock EF, Dunson DB.

Biometrics. 2017 Sep;73(3):1018-1028. doi: 10.1111/biom.12649. Epub 2017 Jan 12.

15.

Bayesian inference on quasi-sparse count data.

Datta J, Dunson DB.

Biometrika. 2016 Dec;103(4):971-983. doi: 10.1093/biomet/asw053. Epub 2016 Dec 8.

16.

A Foxp2 Mutation Implicated in Human Speech Deficits Alters Sequencing of Ultrasonic Vocalizations in Adult Male Mice.

Chabout J, Sarkar A, Patel SR, Radden T, Dunson DB, Fisher SE, Jarvis ED.

Front Behav Neurosci. 2016 Oct 20;10:197. eCollection 2016.

17.

Personalised estimation of a woman's most fertile days.

Li D, Heyer L, Jennings VH, Smith CA, Dunson DB.

Eur J Contracept Reprod Health Care. 2016 Aug;21(4):323-8. doi: 10.1080/13625187.2016.1196485. Epub 2016 Jun 14. Erratum in: Eur J Contracept Reprod Health Care. 2017 Oct;22(5):400.

PMID:
27297611
18.

Data augmentation for models based on rejection sampling.

Rao V, Lin L, Dunson DB.

Biometrika. 2016 Jun;103(2):319-335. Epub 2016 May 6.

19.

Shared kernel Bayesian screening.

Lock EF, Dunson DB.

Biometrika. 2015 Dec;102(4):829-842. Epub 2015 Jul 28.

20.

Dirichlet-Laplace priors for optimal shrinkage.

Bhattacharya A, Pati D, Pillai NS, Dunson DB.

J Am Stat Assoc. 2015 Dec 1;110(512):1479-1490. Epub 2014 Sep 25.

21.

Subspace segmentation by dense block and sparse representation.

Tang K, Dunson DB, Su Z, Liu R, Zhang J, Dong J.

Neural Netw. 2016 Mar;75:66-76. doi: 10.1016/j.neunet.2015.11.011. Epub 2015 Dec 7.

PMID:
26720247
22.

Nonparametric Bayes modeling for case control studies with many predictors.

Zhou J, Herring AH, Bhattacharya A, Olshan AF, Dunson DB; National Birth Defects Prevention Study.

Biometrics. 2016 Mar;72(1):184-92. doi: 10.1111/biom.12411. Epub 2015 Sep 22.

23.

A hybrid bayesian approach for genome-wide association studies on related individuals.

Yazdani A, Dunson DB.

Bioinformatics. 2015 Dec 15;31(24):3890-6. doi: 10.1093/bioinformatics/btv496. Epub 2015 Aug 30.

PMID:
26323717
24.

Semiparametric Bayes local additive models for longitudinal data.

Hua Z, Zhu H, Dunson DB.

Stat Biosci. 2015 May 1;7(1):90-107.

25.

Male mice song syntax depends on social contexts and influences female preferences.

Chabout J, Sarkar A, Dunson DB, Jarvis ED.

Front Behav Neurosci. 2015 Apr 1;9:76. doi: 10.3389/fnbeh.2015.00076. eCollection 2015.

26.

Marginally specified priors for non-parametric Bayesian estimation.

Kessler DC, Hoff PD, Dunson DB.

J R Stat Soc Series B Stat Methodol. 2015 Jan 1;77(1):35-58.

27.

Joint eQTL assessment of whole blood and dura mater tissue from individuals with Chiari type I malformation.

Lock EF, Soldano KL, Garrett ME, Cope H, Markunas CA, Fuchs H, Grant G, Dunson DB, Gregory SG, Ashley-Koch AE.

BMC Genomics. 2015 Jan 22;16:11. doi: 10.1186/s12864-014-1211-8.

28.

Benchmark pregnancy rates and the assessment of post-coital contraceptives: an update.

Li D, Wilcox AJ, Dunson DB.

Contraception. 2015 Apr;91(4):344-9. doi: 10.1016/j.contraception.2015.01.002. Epub 2015 Jan 12.

29.

Bayesian Multiscale Modeling of Closed Curves in Point Clouds.

Gu K, Pati D, Dunson DB.

J Am Stat Assoc. 2014 Oct;109(508):1481-1494.

30.

Mechanistic Hierarchical Gaussian Processes.

Wheeler MW, Dunson DB, Pandalai SP, Baker BA, Herring AH.

J Am Stat Assoc. 2014 Jul;109(507):894-904.

31.

Bayes variable selection in semiparametric linear models.

Kundu S, Dunson DB.

J Am Stat Assoc. 2014 Mar 1;109(505):437-447.

32.

Enriched Stick Breaking Processes for Functional Data.

Scarpa B, Dunson DB.

J Am Stat Assoc. 2014;109(506):647-660.

33.

Generalized Dynamic Factor Models for Mixed-Measurement Time Series.

Cui K, Dunson DB.

J Comput Graph Stat. 2014 Feb 12;23(1):169-191.

34.

Learning phenotype densities conditional on many interacting predictors.

Kessler DC, Taylor JA, Dunson DB.

Bioinformatics. 2014 Jun 1;30(11):1562-8. doi: 10.1093/bioinformatics/btu040. Epub 2014 Feb 5.

35.

Bayesian modeling of temporal dependence in large sparse contingency tables.

Kunihama T, Dunson DB.

J Am Stat Assoc. 2013 Jan 1;108(504):1324-1338.

36.

GENERALIZED DOUBLE PARETO SHRINKAGE.

Armagan A, Dunson DB, Lee J.

Stat Sin. 2013 Jan 1;23(1):119-143.

37.

Bayesian nonparametric regression with varying residual density.

Pati D, Dunson DB.

Ann Inst Stat Math. 2014 Feb;66(1):1-31.

38.

Lipid adjustment for chemical exposures: accounting for concomitant variables.

Li D, Longnecker MP, Dunson DB.

Epidemiology. 2013 Nov;24(6):921-8. doi: 10.1097/EDE.0b013e3182a671e4.

39.

Bayesian Gaussian Copula Factor Models for Mixed Data.

Murray JS, Dunson DB, Carin L, Lucas JE.

J Am Stat Assoc. 2013 Jun 1;108(502):656-665.

40.

Bayesian consensus clustering.

Lock EF, Dunson DB.

Bioinformatics. 2013 Oct 15;29(20):2610-6. doi: 10.1093/bioinformatics/btt425. Epub 2013 Aug 28.

41.

Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling.

Carlson DE, Vogelstein JT, Qisong Wu, Wenzhao Lian, Mingyuan Zhou, Stoetzner CR, Kipke D, Weber D, Dunson DB, Carin L.

IEEE Trans Biomed Eng. 2014 Jan;61(1):41-54. doi: 10.1109/TBME.2013.2275751. Epub 2013 Jul 30.

PMID:
23912463
42.

Efficient Gaussian process regression for large datasets.

Banerjee A, Dunson DB, Tokdar ST.

Biometrika. 2013 Mar;100(1):75-89.

43.

Generalized admixture mapping for complex traits.

Zhu B, Ashley-Koch AE, Dunson DB.

G3 (Bethesda). 2013 Jul 8;3(7):1165-75. doi: 10.1534/g3.113.006478.

44.

Posterior consistency in conditional distribution estimation.

Pati D, Dunson DB, Tokdar ST.

J Multivar Anal. 2013 Apr 1;116:456-472.

45.

Locally Adaptive Bayes Nonparametric Regression via Nested Gaussian Processes.

Zhu B, Dunson DB.

J Am Stat Assoc. 2013;108(504). doi: 10.1080/01621459.2013.838568.

46.

The genetic landscape of mutations in Burkitt lymphoma.

Love C, Sun Z, Jima D, Li G, Zhang J, Miles R, Richards KL, Dunphy CH, Choi WW, Srivastava G, Lugar PL, Rizzieri DA, Lagoo AS, Bernal-Mizrachi L, Mann KP, Flowers CR, Naresh KN, Evens AM, Chadburn A, Gordon LI, Czader MB, Gill JI, Hsi ED, Greenough A, Moffitt AB, McKinney M, Banerjee A, Grubor V, Levy S, Dunson DB, Dave SS.

Nat Genet. 2012 Dec;44(12):1321-5. doi: 10.1038/ng.2468. Epub 2012 Nov 11.

47.

Bayesian latent factor regression for functional and longitudinal data.

Montagna S, Tokdar ST, Neelon B, Dunson DB.

Biometrics. 2012 Dec;68(4):1064-73. doi: 10.1111/j.1541-0420.2012.01788.x. Epub 2012 Sep 24.

48.
49.

Adverse subpopulation regression for multivariate outcomes with high-dimensional predictors.

Zhu B, Dunson DB, Ashley-Koch AE.

Stat Med. 2012 Dec 20;31(29):4102-13. doi: 10.1002/sim.5520. Epub 2012 Jul 24.

50.

Bayesian isotonic density regression.

Wang L, Dunson DB.

Biometrika. 2011 Sep;98(3):537-551.

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