Research Output 1973 2020

2016
1 Citation (Scopus)

Future of High-Dimensional Data-Driven Exoplanet Science

Ford, E. B., Apr 6 2016, In : Journal of Physics: Conference Series. 699, 1, 012007.

Research output: Contribution to journalConference article

extrasolar planets
stellar activity
planets
astrophysics
environmental control
14 Citations (Scopus)

Genetic variants in CETP increase risk of intracerebral hemorrhage

on behalf of the Global Lipids Genetics Consortium and International Stroke Genetics Consortium, Nov 1 2016, In : Annals of Neurology. 80, 5, p. 730-740 11 p.

Research output: Contribution to journalArticle

Cholesterol Ester Transfer Proteins
Cerebral Hemorrhage
HDL Cholesterol
Odds Ratio
Genetic Association Studies
10 Citations (Scopus)

Global solutions to folded concave penalized nonconvex learning

Liu, H., Yao, T. & Li, R., Apr 2016, In : Annals of Statistics. 44, 2, p. 629-659 31 p.

Research output: Contribution to journalArticle

Global Solution
Global Optimization
Penalty
Mixed Integer Programming
Reformulation

Hepatic resection is associated with reduced postoperative opioid requirement

Moss, C. R., Caldwell, J. C., Afilaka, B., Iskandarani, K., Chinchilli, V. M., McQuillan, P., Cooper, A. B., Gusani, N. & Bezinover, D., Jul 1 2016, In : Journal of Anaesthesiology Clinical Pharmacology. 32, 3, p. 307-313 7 p.

Research output: Contribution to journalArticle

Opioid Analgesics
Pancreaticoduodenectomy
Liver
Length of Stay
Pain
10 Citations (Scopus)

Heteroscedasticity testing for regression models: A dimension reduction-based model adaptive approach

Zhu, X., Chen, F., Guo, X. & Zhu, L., Nov 1 2016, In : Computational Statistics and Data Analysis. 103, p. 263-283 21 p.

Research output: Contribution to journalArticle

Heteroscedasticity
Dimension Reduction
Local Smoothing
Regression Model
Testing
20 Citations (Scopus)

Hierarchical animal movement models for population-level inference

Hooten, M. B., Buderman, F. E., Brost, B. M., Hanks, E. M. & Ivan, J. S., Sep 1 2016, In : Environmetrics. 27, 6, p. 322-333 12 p.

Research output: Contribution to journalArticle

Animals
Telemetry
animal
telemetry
Two-stage Procedure

High-Dimensional Function-on-Scale Regression via the Alternating Direction Method of Multipliers

Fan, Z. & Reimherr, M. L., Oct 31 2016, Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016. Li, S., Cheng, Y. & Dai, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 397-399 3 p. 7726190

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameter estimation
26 Citations (Scopus)

Horizontal gene transfer is more frequent with increased heterotrophy and contributes to parasite adaptation

Yang, Z., Zhang, Y., Wafula, E. K., Honaas, L. A., Ralph, P. E., Jones, S., Clarke, C. R., Liu, S., Su, C., Zhang, H., Altman, N. S., Schuster, S. C., Timko, M. P., Yoder, J. I., Westwood, J. H. & Depamphilis, C. W., Nov 8 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 45, p. E7010-E7019

Research output: Contribution to journalArticle

Heterotrophic Processes
Horizontal Gene Transfer
Parasites
Genes
Eukaryota
5 Citations (Scopus)

Identification of genetic interaction networks via an evolutionary algorithm evolved Bayesian network

Li, R., Dudek, S. M., Kim, D., Hall, M. A., Bradford, Y., Peissig, P. L., Brilliant, M. H., Linneman, J. G., McCarty, C. A., Bao, L. & Ritchie, M. D., May 10 2016, In : BioData Mining. 9, 1, 18.

Research output: Contribution to journalArticle

Bayesian networks
Bayesian Networks
Evolutionary algorithms
Precision Medicine
Type 2 Diabetes Mellitus

Identifying emotions aroused from paintings

Lu, X., Sawant, N., Newman, M. G., Adams, Jr., R., Wang, J. & Li, J., Jan 1 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 48-63 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Painting
Appeal
Adaptive Learning
Emotion
Image classification
17 Citations (Scopus)

Impact of helminth infections and nutritional constraints on the small intestine microbiota

Cattadori, I. M., Sebastian, A., Hao, H., Katani, R., Albert, I., Eilertson, K. E., Kapur, V., Pathak, A. & Mitchell, S., Jul 1 2016, In : PloS one. 11, 7, e0159770.

Research output: Contribution to journalArticle

helminthiasis
Helminths
Microbiota
Nutrition
Nutrients
4 Citations (Scopus)

Improving ice sheet model calibration using paleoclimate and modern data

Chang, W., Haran, M., Applegate, P. & Pollard, D., Dec 2016, In : Annals of Applied Statistics. 10, 4, p. 2274-2302 29 p.

Research output: Contribution to journalArticle

Model Calibration
Ice
Calibration
Projection
Regrowth
4 Citations (Scopus)

Increasing diagnostic accuracy to grade dysplasia in Barrett's esophagus using an immunohistochemical panel for CDX2, p120ctn, c-Myc and Jagged1

Karamchandani, D., Lehman, H. L., Ohanessian, S. E., Massé, J., Welsh, P. A., Odze, R. D., Goldblum, J. R., Berg, A. & Stairs, D., Feb 29 2016, In : Diagnostic Pathology. 11, 1, 23.

Research output: Contribution to journalArticle

Barrett Esophagus
Proto-Oncogene Proteins c-myc
Adenocarcinoma
Principal Component Analysis
ROC Curve
27 Citations (Scopus)

Inference using noisy degrees: Differentially private β-model and synthetic graphs

Karwa, V. & Slavković, A., Feb 1 2016, In : Annals of Statistics. 44, 1, p. 87-112 26 p.

Research output: Contribution to journalArticle

Graph in graph theory
Privacy
Estimator
Degree Distribution
Statistical Inference
10 Citations (Scopus)

Integrating Evolutionary Game Theory into Mechanistic Genotype-Phenotype Mapping

Zhu, X., Jiang, L., Ye, M., Sun, L., Gragnoli, C. & Wu, R., May 1 2016, In : Trends in Genetics. 32, 5, p. 256-268 13 p.

Research output: Contribution to journalReview article

Game Theory
Genotype
Phenotype
Genetic Selection
Quantitative Trait Loci
11 Citations (Scopus)

Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis

Campos-Sánchez, R., Cremona, M. A., Pini, A., Chiaromonte, F. & Makova, K. D., Jun 2016, In : PLoS computational biology. 12, 6, e1004956.

Research output: Contribution to journalArticle

Retroviridae
Endogenous Retroviruses
Functional Data Analysis
Fixation
fixation
19 Citations (Scopus)

Inverse regression-based uncertainty quantification algorithms for high-dimensional models: Theory and practice

Li, W., Lin, G. & Li, B., Sep 15 2016, In : Journal of Computational Physics. 321, p. 259-278 20 p.

Research output: Contribution to journalArticle

regression analysis
Chaos theory
chaos
polynomials
Uncertainty
20 Citations (Scopus)

Jointly characterizing epigenetic dynamics across multiple human cell types

Zhang, Y., An, L., Yue, F. & Hardison, R. C., Aug 19 2016, In : Nucleic acids research. 44, 14, p. 6721-6731 11 p.

Research output: Contribution to journalArticle

Epigenomics
Nucleic Acid Regulatory Sequences
Chromatin
Genome
Technology
34 Citations (Scopus)

KEPLER-1647B: The LARGEST and LONGEST-PERIOD KEPLER TRANSITING CIRCUMBINARY PLANET

Kostov, V. B., Orosz, J. A., Welsh, W. F., Doyle, L. R., Fabrycky, D. C., Haghighipour, N., Quarles, B., Short, D. R., Cochran, W. D., Endl, M., Ford, E. B., Gregorio, J., Hinse, T. C., Isaacson, H., Jenkins, J. M., Jensen, E. L. N., Kane, S., Kull, I., Latham, D. W., Lissauer, J. J. & 11 others, Marcy, G. W., Mazeh, T., Müller, T. W. A., Pepper, J., Quinn, S. N., Ragozzine, D., Shporer, A., Steffen, J. H., Torres, G., Windmiller, G. & Borucki, W. J., Aug 10 2016, In : Astrophysical Journal. 827, 1, 86.

Research output: Contribution to journalArticle

planets
planet
binary stars
eclipses
Kepler mission
11 Citations (Scopus)

Kernel mean shrinkage estimators

Muandet, K., Sriperumbudur, B., Fukumizu, K., Gretton, A. & Schölkopf, B., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalReview article

Shrinkage Estimator
kernel
Kernel Methods
Hilbert spaces
Estimator
25 Citations (Scopus)

Large ensemble modeling of the last deglacial retreat of the West Antarctic Ice Sheet: Comparison of simple and advanced statistical techniques

Pollard, D., Chang, W., Haran, M., Applegate, P. & DeConto, R., May 4 2016, In : Geoscientific Model Development. 9, 5, p. 1697-1723 27 p.

Research output: Contribution to journalArticle

Ice
ice sheet
Ensemble
Sea level
Averaging Method
7 Citations (Scopus)

Latent spatial models and sampling design for landscape genetics

Hanks, E. M., Hooten, M. B., Knick, S. T., Oyler-McCance, S. J., Fike, J. A., Cross, T. B. & Schwartz, M. K., Jun 2016, In : Annals of Applied Statistics. 10, 2, p. 1041-1062 22 p.

Research output: Contribution to journalArticle

Sampling Design
Spatial Model
Sampling
Data structures
Statistics
15 Citations (Scopus)

Learning theory for distribution regression

Szabó, Z., Sriperumbudur, B. K., Póczos, B. & Gretton, A., Sep 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

Learning Theory
Regression
Hilbert spaces
kernel
Learning systems
3 Citations (Scopus)

Leveraging protein quaternary structure to identify oncogenic driver mutations

Ryslik, G. A., Cheng, Y., Modis, Y. & Zhao, H., Mar 22 2016, In : BMC bioinformatics. 17, 1, 137.

Research output: Contribution to journalArticle

Quaternary Protein Structure
Protein Structure
Driver
Mutation
Proteins
4 Citations (Scopus)

Local composite quantile regression smoothing for Harris recurrent Markov processes

Li, D. & Li, R., Sep 1 2016, In : Journal of Econometrics. 194, 1, p. 44-56 13 p.

Research output: Contribution to journalArticle

Local Polynomial
Quantile Regression
Markov Process
Markov processes
Smoothing
2 Citations (Scopus)

Measuring geographic “hot spots” of racial/ethnic disparities: An application to mental health care

Lê Cook, B., Kim, G., Morgan, K. L., Chen, C. N., Nillni, A. & Alegría, M., May 1 2016, In : Journal of Health Care for the Poor and Underserved. 27, 2, p. 663-684 22 p.

Research output: Contribution to journalArticle

Healthcare Disparities
Mental Health
Delivery of Health Care
Government Agencies
Hispanic Americans

Member Plan Choice and Migration in Response to Changes in Member Premiums after Massachusetts Health Insurance Reform

Duncan, I. & Guerrier, S., Oct 1 2016, In : North American Actuarial Journal. 20, 4, p. 404-419 16 p.

Research output: Contribution to journalArticle

Insurance
Migration
Elasticity
Health
Choose
3 Citations (Scopus)

Minimax estimation of maximum mean discrepancy with radial kernels

Tolstikhin, I., Sriperumbudur, B. K. & Schölkopf, B., 2016, In : Advances in Neural Information Processing Systems. p. 1938-1946 9 p.

Research output: Contribution to journalArticle

Hilbert spaces
Learning systems
Statistics
Testing
5 Citations (Scopus)

Mixture-based path clustering for synthesis of ECMWF ensemble forecasts of tropical cyclone evolution

Don, P. K., Evans, J., Chiaromonte, F. & Kowaleski, A. M., Jan 1 2016, In : Monthly Weather Review. 144, 9, p. 3301-3320 20 p.

Research output: Contribution to journalArticle

tropical cyclone
aid
trajectory
forecast
24 Citations (Scopus)
Single-index Model
Dimension Reduction
Parametric Model
Model Checking
Local Smoothing
2 Citations (Scopus)
Regioselectivity
Diclofenac
Molecular dynamics
enzymes
Protein Isoforms
8 Citations (Scopus)

Multitask Quantile Regression Under the Transnormal Model

Fan, J., Xue, L. & Zou, H., Oct 1 2016, In : Journal of the American Statistical Association. 111, 516, p. 1726-1735 10 p.

Research output: Contribution to journalArticle

Quantile Regression
Regularization
High-dimensional
Method of multipliers
Cholesky Decomposition
13 Citations (Scopus)

Multivariate stochastic dominance for risk averters and risk seekers

Guo, X. & Wong, W. K., Jul 1 2016, In : RAIRO - Operations Research. 50, 3, p. 575-586 12 p.

Research output: Contribution to journalArticle

Stochastic Dominance
Attribute
Stochastic dominance
Utility Maximization
Diversification
7 Citations (Scopus)

Nonoperative management of splenic injuries: Significance of age

Ong, A. W., Eilertson, K. E., Reilly, E. F., Geng, T. A., Madbak, F., McNicholas, A. & Fernandez, F. B., Mar 1 2016, In : Journal of Surgical Research. 201, 1, p. 134-140 7 p.

Research output: Contribution to journalArticle

Nonpenetrating Wounds
Abbreviated Injury Scale
Wounds and Injuries
Age Factors
Age Groups
3 Citations (Scopus)

On an additive partial correlation operator and nonparametric estimation of graphical models

Lee, K. Y., Li, B. & Zhao, H., Sep 1 2016, In : Biometrika. 103, 3, p. 513-530 18 p.

Research output: Contribution to journalArticle

Partial Correlation
Graphical Models
Nonparametric Estimation
Conditional Independence
Mathematical operators
8 Citations (Scopus)

On the Feasibility of Distributed Kernel Regression for Big Data

Xu, C., Zhang, Y., Li, R. & Wu, X., Nov 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 11, p. 3041-3052 12 p., 7520638.

Research output: Contribution to journalArticle

Glossaries
Big data
Processing
9 Citations (Scopus)

On the optimal estimation of probability measures in weak and strong topologies

Sriperumbudur, B. K., Aug 1 2016, In : Bernoulli. 22, 3, p. 1839-1893 55 p.

Research output: Contribution to journalArticle

Optimal Estimation
Probability Measure
Density Estimator
Weak Topology
Topology
3 Citations (Scopus)

Optimal Estimator for Logistic Model with Distribution-free Random Intercept

Garcia, T. P. & Ma, Y., Mar 1 2016, In : Scandinavian Journal of Statistics. 43, 1, p. 156-171 16 p.

Research output: Contribution to journalArticle

Distribution-free
Logistic Model
Intercept
Estimator
Clustered Data
1 Citation (Scopus)

Outcomes of early ileocolectomy after percutaneous drainage for perforated ileocolic Crohn's disease

Sangster, W., Berg, A. S., Choi, C. S., Connelly, T. M., Chesnut, C. H., Koltun, W. A. & Stewart, D. B., Oct 1 2016, In : American Journal of Surgery. 212, 4, p. 728-734 7 p.

Research output: Contribution to journalArticle

Crohn Disease
Drainage
Ileostomy
Intraabdominal Infections
Abdominal Abscess
4 Citations (Scopus)

Partial linear varying multi-index coefficient model for integrative gene-environment interactions

Liu, X., Cui, Y. & Li, R., Jul 2016, In : Statistica Sinica. 26, 3, p. 1037-1060 24 p.

Research output: Contribution to journalArticle

Gene-environment Interaction
Partial
Coefficient
Nonlinear Interaction
Estimate
32 Citations (Scopus)

Platelet-Related Variants Identified by Exomechip Meta-analysis in 157,293 Individuals

Eicher, J. D., Chami, N., Kacprowski, T., Nomura, A., Chen, M. H., Yanek, L. R., Tajuddin, S. M., Schick, U. M., Slater, A. J., Pankratz, N., Polfus, L., Schurmann, C., Giri, A., Brody, J. A., Lange, L. A., Manichaikul, A., Hill, W. D., Pazoki, R., Elliot, P., Evangelou, E. & 93 others, Tzoulaki, I., Gao, H., Vergnaud, A. C., Mathias, R. A., Becker, D. M., Becker, L. C., Burt, A., Crosslin, D. R., Lyytikäinen, L. P., Nikus, K., Hernesniemi, J., Kähönen, M., Raitoharju, E., Mononen, N., Raitakari, O. T., Lehtimäki, T., Cushman, M., Zakai, N. A., Nickerson, D. A., Raffield, L. M., Quarells, R., Willer, C. J., Peloso, G. M., Abecasis, G. R., Liu, D. J., Deloukas, P., Samani, N. J., Schunkert, H., Erdmann, J., Fornage, M., Richard, M., Tardif, J. C., Rioux, J. D., Dube, M. P., de Denus, S., Lu, Y., Bottinger, E. P., Loos, R. J. F., Smith, A. V., Harris, T. B., Launer, L. J., Gudnason, V., Velez Edwards, D. R., Torstenson, E. S., Liu, Y., Tracy, R. P., Rotter, J. I., Rich, S. S., Highland, H. M., Boerwinkle, E., Li, J., Lange, E., Wilson, J. G., Mihailov, E., Mägi, R., Hirschhorn, J., Metspalu, A., Esko, T., Vacchi-Suzzi, C., Nalls, M. A., Zonderman, A. B., Evans, M. K., Engström, G., Orho-Melander, M., Melander, O., O'Donoghue, M. L., Waterworth, D. M., Wallentin, L., White, H. D., Floyd, J. S., Bartz, T. M., Rice, K. M., Psaty, B. M., Starr, J. M., Liewald, D. C. M., Hayward, C., Deary, I. J., Greinacher, A., Völker, U., Thiele, T., Völzke, H., van Rooij, F. J. A., Uitterlinden, A. G., Franco, O. H., Dehghan, A., Edwards, T. L., Ganesh, S. K., Kathiresan, S., Faraday, N., Auer, P. L., Reiner, A. P., Lettre, G. & Johnson, A. D., Jul 7 2016, In : American Journal of Human Genetics. 99, 1, p. 40-55 16 p.

Research output: Contribution to journalArticle

Mean Platelet Volume
Platelet Count
Meta-Analysis
Blood Platelets
Blood Cells
23 Citations (Scopus)

Points of significance: P values and the search for significance

Altman, N. S. & Krzywinski, M., Dec 29 2016, In : Nature methods. 14, 1, p. 3-4 2 p.

Research output: Contribution to journalShort survey

19 Citations (Scopus)

Points of Significance: Analyzing outliers: Influential or nuisance?

Altman, N. S. & Krzywinski, M., Mar 30 2016, In : Nature Methods. 13, 4, p. 281-282 2 p.

Research output: Contribution to journalShort survey

Biological Models
Statistical Data Interpretation
Statistical Models
Regression analysis
Computer Simulation
14 Citations (Scopus)

Points of Significance: Logistic regression

Lever, J., Krzywinski, M. & Altman, N. S., Jun 29 2016, In : Nature Methods. 13, 7, p. 541-542 2 p.

Research output: Contribution to journalArticle

Logistic Models
8 Citations (Scopus)

Points of Significance: Regression diagnostics

Altman, N. & Krzywinski, M., May 1 2016, In : Nature methods. 13, 5, p. 385-386 2 p.

Research output: Contribution to journalComment/debate

Regression Analysis
9 Citations (Scopus)

Points of Significance: Regularization

Lever, J., Krzywinski, M. & Altman, N. S., Oct 1 2016, In : Nature methods. 13, 10, p. 803-804 2 p.

Research output: Contribution to journalArticle

70 Citations (Scopus)

Points of Significance: Model selection and overfitting

Lever, J., Krzywinski, M. & Altman, N. S., Aug 30 2016, In : Nature Methods. 13, 9, p. 703-704 2 p.

Research output: Contribution to journalShort survey

38 Citations (Scopus)

Points of Significance: Classification evaluation

Lever, J., Krzywinski, M. & Altman, N. S., Jul 28 2016, In : Nature methods. 13, 8, p. 603-604 2 p.

Research output: Contribution to journalShort survey

4 Citations (Scopus)

Polynomial spline estimation for partial functional linear regression models

Zhou, J., Chen, Z. & Peng, Q., Sep 1 2016, In : Computational Statistics. 31, 3, p. 1107-1129 23 p.

Research output: Contribution to journalArticle

Polynomial Splines
Linear Regression Model
Functional Linear Model
Linear regression
Splines
5 Citations (Scopus)
Intraocular Lenses
Cataract
Capsules
Anterior Chamber
Internship and Residency