Research Output 1973 2020

2019
2 Citations (Scopus)

Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function

Yang, G., Wang, Q. & Ma, Y., Jan 1 2019, In : Test.

Research output: Contribution to journalArticle

Partially Linear Model
Efficient Estimation
Generalized Linear Model
Nonlinear Function
Measurement Error

Locally efficient semiparametric estimators for a class of Poisson models with measurement error

Liu, J. & Ma, Y., Jun 2019, In : Canadian Journal of Statistics. 47, 2, p. 157-181 25 p.

Research output: Contribution to journalArticle

Poisson Model
Measurement Error
Estimator
Stroke
Parameter Estimation

Long-Term Implications of the Revenue Transfer Methodology in the Affordable Care Act

Muzumdar, I. & Richards, D., Oct 2 2019, In : North American Actuarial Journal. 23, 4, p. 591-597 7 p.

Research output: Contribution to journalArticle

Methodology
Insurance
Conditional probability
Revenue
Limiting
1 Citation (Scopus)

Loss of bronchoprotection with ICS plus LABA treatment, β-receptor dynamics, and the effect of alendronate

AsthmaNet Investigators, Aug 1 2019, In : Journal of Allergy and Clinical Immunology. 144, 2, p. 416-425.e7

Research output: Contribution to journalArticle

Alendronate
Adrenal Cortex Hormones
Adrenergic Receptors
Placebos
Methacholine Chloride

L-statistics of absolute differences for quantifying the agreement between two variables

Tashakor, E. & Chinchilli, V., Jan 2 2019, In : Journal of Biopharmaceutical Statistics. 29, 1, p. 174-188 15 p.

Research output: Contribution to journalArticle

L-statistics
Concordance
Correlation coefficient
Computer Simulation
Robust Estimators

MALMEM: model averaging in linear measurement error models

Zhang, X., Ma, Y. & Carroll, R. J., Jan 1 2019, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 81, 4, p. 763-779 17 p.

Research output: Contribution to journalArticle

Model Averaging
Measurement Error Model
Averaging Method
Loss Function
Covariates

Mapping covariation quantitative trait loci that control organ growth and whole-plant biomass

Gan, J., Cao, Y., Jiang, L. & Wu, R., May 31 2019, In : Frontiers in Plant Science. 10, 719.

Research output: Contribution to journalArticle

Open Access
biomass production
quantitative trait loci
dry matter partitioning
plant organs
inbred lines

Markov models — hidden Markov models

Grewal, J. K., Krzywinski, M. & Altman, N., Sep 1 2019, In : Nature methods. 16, 9, p. 795-796 2 p.

Research output: Contribution to journalArticle

Hidden Markov models
1 Citation (Scopus)

Markov models—Markov chains

Grewal, J. K., Krzywinski, M. & Altman, N., Aug 1 2019, In : Nature methods. 16, 8, p. 663-664 2 p.

Research output: Contribution to journalComment/debate

Markov Chains
Markov processes
5 Citations (Scopus)

Mean–variance, mean–VaR, and mean–CVaR models for portfolio selection with background risk

Guo, X., Chan, R. H., Wong, W. K. & Zhu, L., Jun 1 2019, In : Risk Management. 21, 2, p. 73-98 26 p.

Research output: Contribution to journalArticle

Assets
Portfolio selection
Background risk
Conditional value at risk
Efficient frontier
6 Citations (Scopus)

Measuring the reproducibility and quality of Hi-C data

Yardımcı, G. G., Ozadam, H., Sauria, M. E. G., Ursu, O., Yan, K. K., Yang, T., Chakraborty, A., Kaul, A., Lajoie, B. R., Song, F., Zhan, Y., Ay, F., Gerstein, M., Kundaje, A., Li, Q., Taylor, J., Yue, F., Dekker, J. & Noble, W. S., Mar 19 2019, In : Genome biology. 20, 1, 57.

Research output: Contribution to journalArticle

reproducibility
Noise
Benchmarking
DNA Replication
Practice Guidelines
2 Citations (Scopus)

Meta-analysis of up to 622,409 individuals identifies 40 novel smoking behaviour associated genetic loci

Understanding Society Scientific Group, EPIC-CVD, GSCAN, Consortium for Genetics of Smoking Behaviour, CHD Exome+ consortium, Erzurumluoglu, A. M., Liu, M., Jackson, V. E., Barnes, D. R., Datta, G., Melbourne, C. A., Young, R., Batini, C., Surendran, P., Jiang, T., Adnan, S. D., Afaq, S., Agrawal, A., Altmaier, E., Antoniou, A. C., Asselbergs, F. W., Baumbach, C., Bierut, L., Bertelsen, S. & 31 others, Boehnke, M., Bots, M. L., Brazel, D. M., Chambers, J. C., Chang-Claude, J., Chen, C., Corley, J., Chou, Y. L., David, S. P., de Boer, R. A., de Leeuw, C. A., Dennis, J. G., Dominiczak, A. F., Dunning, A. M., Easton, D. F., Eaton, C., Elliott, P., Evangelou, E., Faul, J. D., Foroud, T., Goate, A., Gong, J., Grabe, H. J., Haessler, J., Haiman, C., Hallmans, G., Hammerschlag, A. R., Harris, S. E., Hattersley, A., Heath, A. & Liu, D., Jan 1 2019, (Accepted/In press) In : Molecular Psychiatry.

Research output: Contribution to journalArticle

Open Access
Genetic Loci
Meta-Analysis
Smoking
Nucleotides
Exome
2 Citations (Scopus)

Methods for the Analysis and Interpretation for Rare Variants Associated with Complex Traits

Weissenkampen, J. D., Jiang, Y., Eckert, S., Jiang, B., Li, B. & Liu, D., Apr 1 2019, In : Current protocols in human genetics. 101, 1, e83.

Research output: Contribution to journalArticle

Exome
Precision Medicine
DNA Sequence Analysis
Sequence Analysis
Meta-Analysis
3 Citations (Scopus)

Misspecified nonconvex statistical optimization for sparse phase retrieval

Yang, Z., Yang, L. F., Fang, E. X., Zhao, T., Wang, Z. & Neykov, M., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 545-571 27 p.

Research output: Contribution to journalArticle

Phase Retrieval
Link Function
Model Misspecification
Optimization Theory
Optimization
1 Citation (Scopus)

Model-Based Clustering of Nonparametric Weighted Networks With Application to Water Pollution Analysis

Agarwal, A. & Xue, L., Jan 1 2019, In : Technometrics.

Research output: Contribution to journalArticle

Water Pollution
Model-based Clustering
Weighted Networks
Water pollution
Network Model

Model checking for general linear regression with nonignorable missing response

Guo, X., Song, L., Fang, Y. & Zhu, L., Oct 1 2019, In : Computational Statistics and Data Analysis. 138, p. 1-12 12 p.

Research output: Contribution to journalArticle

Model checking
Linear regression
Model Checking
Exponential Tilting
Monte Carlo Test

Modeling the climate change effects on storm surge with metamodels

Contento, A., Xu, H., Gardoni, P. & Guerrier, S., Jan 1 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press/Balkema, p. 1719-1726 8 p. (Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018).

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

Climate change
Hurricanes
Risk analysis

Modern phylogenomics: Building phylogenetic trees using the multispecies coalescent model

Liu, L., Anderson, C., Pearl, D. & Edwards, S. V., Jan 1 2019, Methods in Molecular Biology. Humana Press Inc., p. 211-239 29 p. (Methods in Molecular Biology; vol. 1910).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Genes
Gene Flow
Expressed Sequence Tags
Bayes Theorem
Datasets
10 Citations (Scopus)

Mometasone or tiotropium in mild asthma with a low sputum eosinophil level

Lazarus, S. C., Krishnan, J. A., King, T. S., Lang, J. E., Blake, K. V., Covar, R., Lugogo, N., Wenzel, S., Chinchilli, V. M., Mauger, D. T., Dyer, A. M., Boushey, H. A., Fahy, J. V., Woodruff, P. G., Bacharier, L. B., Cabana, M. D., Cardet, J. C., Castro, M., Chmiel, J., Denlinger, L. & 24 others, DiMango, E., Fitzpatrick, A. M., Gentile, D., Hastie, A., Holguin, F., Israel, E., Jackson, D., Kraft, M., LaForce, C., Lemanske, R. F., Martinez, F. D., Moore, W., Morgan, W. J., Moy, J. N., Myers, R., Peters, S. P., Phipatanakul, W., Pongracic, J. A., Que, L., Ross, K., Smith, L., Szefler, S. J., Wechsler, M. E. & Sorkness, C. A., May 23 2019, In : New England Journal of Medicine. 380, 21, p. 2009-2019 11 p.

Research output: Contribution to journalArticle

Mometasone Furoate
Sputum
Eosinophils
Asthma
Placebos
1 Citation (Scopus)

Multilevel stochastic gradient methods for nested composition optimization

Yang, S., Wang, M. & Fang, E. X., Jan 1 2019, In : SIAM Journal on Optimization. 29, 1, p. 616-659 44 p.

Research output: Contribution to journalArticle

Stochastic Gradient
Gradient methods
Stochastic Methods
Gradient Method
Optimization

Multiple quantile modeling via reduced-rank regression

Lian, H., Zhao, W. & Ma, Y., Jan 1 2019, In : Statistica Sinica. 29, 3, p. 1439-1464 26 p.

Research output: Contribution to journalArticle

Reduced Rank Regression
Quantile
Modeling
Simultaneous Estimation
Quantile Regression

Near-Balanced Incomplete Block Designs, With an Application to Poster Competitions

Niu, X. & Rosenberger, J. L., Apr 3 2019, In : American Statistician. 73, 2, p. 159-164 6 p.

Research output: Contribution to journalArticle

Balanced Incomplete Block Design
Assignment
Random Effects Model
Fixed Effects Model
Assign

New development on the third-order stochastic dominance for risk-averse and risk-seeking investors with application in risk management

Chan, R. H., Clark, E., Guo, X. & Wong, W. K., Jan 1 2019, (Accepted/In press) In : Risk Management.

Research output: Contribution to journalArticle

Investors
Risk-averse
Risk seeking
Stochastic dominance
Risk management
1 Citation (Scopus)

np2QTL: networking phenotypic plasticity quantitative trait loci across heterogeneous environments

Ye, M., Jiang, L., Chen, C., Zhu, X., Wang, M. & Wu, R., Jan 1 2019, In : Plant Journal. 99, 4, p. 796-806 11 p.

Research output: Contribution to journalArticle

Quantitative Trait Loci
phenotypic plasticity
quantitative trait loci
plant adaptation
Plastics

np2QTL: networking phenotypic plasticity quantitative trait loci across heterogeneous environments

Ye, M., Jiang, L., Chen, C., Zhu, X., Wang, M. & Wu, R., Apr 22 2019, In : the Plant Journal.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Nutritional status in chronic spinal cord injury: a systematic review and meta-analysis

Farkas, G. J., Pitot, M. A., Berg, A. S. & Gater, D. R., Jan 1 2019, In : Spinal Cord. 57, 1, p. 3-17 15 p.

Research output: Contribution to journalReview article

United States Department of Agriculture
Nutritional Status
Spinal Cord Injuries
Meta-Analysis
Confidence Intervals
4 Citations (Scopus)

Occurrence Rates of Planets Orbiting FGK Stars: Combining Kepler DR25, Gaia DR2, and Bayesian Inference

Hsu, D. C., Ford, E. B., Ragozzine, D. & Ashby, K., Jan 1 2019, In : Astronomical Journal. 158, 3, 109.

Research output: Contribution to journalArticle

inference
planets
planet
occurrences
stars

OnTAD: Hierarchical domain structure reveals the divergence of activity among TADs and boundaries

An, L., Yang, T., Yang, J., Nuebler, J., Xiang, G., Hardison, R. C., Li, Q. & Zhang, Y., Dec 18 2019, In : Genome biology. 20, 1, 282.

Research output: Contribution to journalArticle

Open Access
domain structure
extrusion
Chromatin
gene expression
chromatin

Optical spectroscopy study of Ca3(Ru0.91Mn0.09)2O7 single crystal in high magnetic fields

Xu, X., Peng, J., Zhang, J., Ma, Z., Chen, C., Han, J., Liu, B., Lin, L., Wu, X., Mao, Z., Qu, Z. & Sheng, Z., 2019, In : Science Bulletin. 64, 1, p. 20-25 6 p.

Research output: Contribution to journalArticle

orbitals
single crystals
magnetic fields
spectroscopy
transition metals

Optimal transport, mean partition, and uncertainty assessment in cluster analysis

Li, J., Seo, B. & Lin, L., Oct 1 2019, In : Statistical Analysis and Data Mining. 12, 5, p. 359-377 19 p.

Research output: Contribution to journalArticle

Optimal Transport
Cluster analysis
Cluster Analysis
Agglomeration
Partition

Order-of-addition experiments: A review and some new thoughts

Lin, D. K. J. & Peng, J., Jan 2 2019, In : Quality Engineering. 31, 1, p. 49-59 11 p.

Research output: Contribution to journalArticle

Experiments
Design of experiments

Portal nodes screening for large scale social networks

Zhu, X., Chang, X., Li, R. & Wang, H., Apr 1 2019, In : Journal of Econometrics. 209, 2, p. 145-157 13 p.

Research output: Contribution to journalArticle

Node
Autoregression
Social networks
Screening
Coefficients
2 Citations (Scopus)

Predicting fatality rates due to earthquakes accounting for community vulnerability

Wang, Y., Gardoni, P., Murphy, C. & Guerrier, S., May 2019, In : Earthquake Spectra. 35, 2, p. 513-536 24 p.

Research output: Contribution to journalArticle

vulnerability
Earthquakes
earthquakes
earthquake
Taiwan

Predictors of inhaled corticosteroid taper failure in adults with asthma

National Heart, Lung, and Blood Institute Asthmanet, Apr 1 2019, In : Journal of Allergy and Clinical Immunology: In Practice. 7, 4, p. 1335-1337.e3

Research output: Contribution to journalArticle

Adrenal Cortex Hormones
Asthma
10 Citations (Scopus)

Prevalence of metabolic syndrome in veterans with spinal cord injury

Gater, D., Farkas, G. J., Berg, A. & Castillo, C., Jan 2 2019, In : Journal of Spinal Cord Medicine. 42, 1, p. 86-93 8 p.

Research output: Contribution to journalArticle

Veterans
Spinal Cord Injuries
Mid-Atlantic Region
Body Mass Index
Obesity
2 Citations (Scopus)

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

Ye, J., Li, J., Newman, M. G., Adams, R. B. & Wang, J. Z., Jan 1 2019, In : IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.

Research output: Contribution to journalArticle

Labels
Experiments
Concretes
Testing
Statistical Models
8 Citations (Scopus)

Protein-coding variants implicate novel genes related to lipid homeostasis contributing to body-fat distribution

T2D-Genes Consortium, The MAGIC Investigators, CHD Exome+ Consortium, Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, InterAct & ReproGen Consortium, Mar 1 2019, In : Nature Genetics. 51, 3, p. 452-469 18 p.

Research output: Contribution to journalArticle

Body Fat Distribution
Homeostasis
Lipids
Fats
Genes

Publisher Correction: Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity (Nature Genetics, (2018), 50, 1, (26-41), 10.1038/s41588-017-0011-x)

CHD Exome+ Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, EPIC InterAct Consortium, INTERVAL Study, ReproGen Consortium, T2D-Genes Consortium, The MAGIC Investigators & Understanding Society Scientific Group, Jan 1 2019, (Accepted/In press) In : Nature Genetics.

Research output: Contribution to journalComment/debate

Open Access
Energy Intake
Energy Metabolism
Body Mass Index
Obesity
Proteins

Quantifying spatio-temporal variation of invasion spread

Goldstein, J., Park, J., Haran, M., Liebhold, A. & Bjørnstad, O. N., Jan 16 2019, In : Proceedings of the Royal Society B: Biological Sciences. 286, 1894, 2294.

Research output: Contribution to journalArticle

Adelges tsugae
temporal variation
Statistical methods
Lymantria dispar
Tsuga

Quantile regression

Das, K., Krzywinski, M. & Altman, N. S., Jun 1 2019, In : Nature methods. 16, 6, p. 451-452 2 p.

Research output: Contribution to journalComment/debate

Reduced bias nonparametric lifetime density and hazard estimation

Berg, A., Politis, D., Suaray, K. & Zeng, H., Jan 1 2019, (Accepted/In press) In : Test.

Research output: Contribution to journalArticle

Hazard
Hazard Rate
Lifetime
kernel
Estimator

Regional, racial, gender, and tumor biology disparities in breast cancer survival rates in Africa: A systematic review and meta-analysis

Ssentongo, P., Lewcun, J. A., Candela, X., Ssentongo, A. E., Kwon, E. G., Ba, D. M., Oh, J. S., Amponsah-Manu, F., McDonald, A. C., Chinchilli, V. M., Soybel, D. I. & Dodge, D. G., Jan 1 2019, In : PloS one. 14, 11, e0225039.

Research output: Contribution to journalArticle

Open Access
systematic review
meta-analysis
breast neoplasms
Meta-Analysis
Tumors

Rejoinder

Lin, D. K. J. & Peng, J., Jan 2 2019, In : Quality Engineering. 31, 1, p. 69-72 4 p.

Research output: Contribution to journalComment/debate

Reply

AsthmaNet Investigators, Sep 2019, In : Journal of Allergy and Clinical Immunology. 144, 3, p. 873-874 2 p.

Research output: Contribution to journalLetter

Open Access

Reproductive Life Planning and Contraceptive Action Planning for Privately Insured Women: The MyNewOptions Study

Chuang, C. H., Weisman, C. S., Velott, D. L., Lehman, E., Chinchilli, V. M., Francis, E. B., Moos, M. K., Sciamanna, C. N., Armitage, C. J. & Legro, R. S., Dec 1 2019, In : Perspectives on Sexual and Reproductive Health. 51, 4, p. 219-227 9 p.

Research output: Contribution to journalArticle

life planning
Contraceptive Agents
contraceptive
planning
Contraception

Retrovirus insertion site analysis of LGL leukemia patient genomes

Li, W., Yang, L., Harris, R. S., Lin, L., Olson, T. L., Hamele, C. E., Feith, D. J., Loughran, T. P. & Poss, M., Jun 17 2019, In : BMC Medical Genomics. 12, 1, 88.

Research output: Contribution to journalArticle

Open Access
Large Granular Lymphocytic Leukemia
Endogenous Retroviruses
Retroviridae
Genome
Lymphocytes
10 Citations (Scopus)

Risk Factors for Elbow and Shoulder Injuries in Adolescent Baseball Players: A Systematic Review

Norton, R., Honstad, C., Joshi, R., Silvis, M., Chinchilli, V. & Dhawan, A., Mar 1 2019, In : American Journal of Sports Medicine. 47, 4, p. 982-990 9 p.

Research output: Contribution to journalReview article

Baseball
Elbow
Arm Injuries
Fatigue
Arm

Risk versus reward: host dependent parasite mortality rates and phenotypes in the facultative generalist Triphysaria versicolor

Honaas, L. A., Jones, S., Farrell, N., Kamerow, W., Zhang, H., Vescio, K., Altman, N. S., Yoder, J. I. & dePamphilis, C. W., Aug 1 2019, In : BMC plant biology. 19, 1, 1 p.

Research output: Contribution to journalArticle

Open Access
parasitic plants
phenotype
parasites
plant architecture
animal communication

Robust and Accurate Inference via a Mixture of Gaussian and Student’s t Errors

Tak, H., Ellis, J. A. & Ghosh, S. K., Apr 3 2019, In : Journal of Computational and Graphical Statistics. 28, 2, p. 415-426 12 p.

Research output: Contribution to journalArticle

Outlier
Parameter Estimation
t-distribution
Gaussian Noise
Brightness

Robust parameter design based on Kullback-Leibler divergence

Zhou, X. J., Lin, D. K. J., Hu, X. & Jiang, T., Sep 1 2019, In : Computers and Industrial Engineering. 135, p. 913-921 9 p.

Research output: Contribution to journalArticle

Uncertainty