Research Output 1973 2020

2019
1 Citation (Scopus)

Effect of Exercise on Breast Cancer-Related Lymphedema: What the Lymphatic Surgeon Needs to Know

Panchik, D., Masco, S., Zinnikas, P., Hillriegel, B., Lauder, T., Suttmann, E., Chinchilli, V., McBeth, M. & Hermann, W., Jan 1 2019, In : Journal of Reconstructive Microsurgery. 35, 1, p. 37-45 9 p.

Research output: Contribution to journalArticle

Exercise
Practice Guidelines
Meta-Analysis
Qigong
Quality of Life
2 Citations (Scopus)

Estimating the probability of abusive head trauma after abuse evaluation

for the Pediatric Brain Injury Research Network (PediBIRN) Investigators, Feb 1 2019, In : Child Abuse and Neglect. 88, p. 266-274 9 p.

Research output: Contribution to journalArticle

Craniocerebral Trauma
Decision Support Techniques
Critical Care
Logistic Models
Child Abuse

Estimation and prediction for a mechanistic model of measles transmission using particle filtering and maximum likelihood estimation

Eilertson, K. E., Fricks, J. & Ferrari, M. J., Jan 1 2019, In : Statistics in Medicine. 38, 21, p. 4146-4158 13 p.

Research output: Contribution to journalArticle

Open Access
Particle Filtering
Measles
Maximum Likelihood Estimation
Space Simulation
Prediction
Dementia
Quality of Life
Art
Caregivers
Appointments and Schedules

Evidence for sharp increase in the economic damages of extreme natural disasters

Coronese, M., Lamperti, F., Keller, K., Chiaromonte, F. & Roventini, A., Oct 22 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 43, p. 21450-21455 6 p.

Research output: Contribution to journalArticle

Open Access
Disasters
Economics
Economic Models
Climate Change
Climate
5 Citations (Scopus)

Exome Chip Meta-analysis Fine Maps Causal Variants and Elucidates the Genetic Architecture of Rare Coding Variants in Smoking and Alcohol Use

CHD Exome+ Consortium, Consortium for Genetics of Smoking Behaviour, Brazel, D. M., Jiang, Y., Hughey, J. M., Turcot, V., Zhan, X., Gong, J., Batini, C., Weissenkampen, J. D., Liu, M. Z., Surendran, P., Young, R., Barnes, D. R., Nielsen, S. F., Rasheed, A., Samuel, M., Zhao, W., Kontto, J., Perola, M. & 32 others, Caslake, M., de Craen, A. J. M., Trompet, S., Uria-Nickelsen, M., Malarstig, A., Reily, D. F., Hoek, M., Vogt, T., Jukema, J. W., Sattar, N., Ford, I., Packard, C. J., Alam, D. S., Majumder, A. A. S., Di Angelantonio, E., Chowdhury, R., Amouyel, P., Arveiler, D., Blankenberg, S., Ferrières, J., Kee, F., Kuulasmaa, K., Müller-Nurasyid, M., Veronesi, G., Virtamo, J., EPIC-CVD Consortium, C., Frossard, P., Nordestgaard, B. G., Saleheen, D., Danesh, J., Butterworth, A. S. & Liu, D., Jun 1 2019, In : Biological Psychiatry. 85, 11, p. 946-955 10 p.

Research output: Contribution to journalArticle

Exome
Meta-Analysis
Smoking
Alcohols
Phenotype

Extreme Value-Based Methods for Modeling Elk Yearly Movements

Wijeyakulasuriya, D. A., Hanks, E. M., Shaby, B. A. & Cross, P. C., Mar 15 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 1, p. 73-91 19 p.

Research output: Contribution to journalArticle

elks
Extreme Values
Ecosystem
habitats
seeds
1 Citation (Scopus)

Farinelli and Tibiletti ratio and stochastic dominance

Guo, X., Niu, C. & Wong, W. K., Sep 1 2019, In : Risk Management. 21, 3, p. 201-213 13 p.

Research output: Contribution to journalArticle

Stochastic dominance
P value
Higher order moments
Simplicity
Reward

Feature screening in ultrahigh-dimensional varying-coefficient Cox model

Yang, G., Zhang, L., Li, R. & Huang, Y., May 1 2019, In : Journal of Multivariate Analysis. 171, p. 284-297 14 p.

Research output: Contribution to journalArticle

Varying Coefficient Model
Cox Model
Screening
Predictors
Partial Likelihood

Formation of short-period planets by disc migration

Carrera, D., Ford, E. B. & Izidoro, A., Jan 1 2019, In : Monthly Notices of the Royal Astronomical Society. 486, 3, p. 3874-3885 12 p.

Research output: Contribution to journalArticle

planets
planet
protoplanetary disks
embryos
torque
1 Citation (Scopus)

Functional data analysis for computational biology

Cremona, M., Xu, H., Makova, K. D., Reimherr, M. L., Chiaromonte, F. & Madrigal, P., Sep 1 2019, In : Bioinformatics. 35, 17, p. 3211-3213 3 p.

Research output: Contribution to journalArticle

Functional Data Analysis
Computational Biology
Bioinformatics
1 Citation (Scopus)

Functional mapping of N deficiency-induced response in wheat yield-component traits by implementing high-throughput phenotyping

Jiang, L., Sun, L., Ye, M., Wang, J., Wang, Y., Bogard, M., Lacaze, X., Fournier, A., Beauchêne, K., Gouache, D. & Wu, R., Mar 1 2019, In : Plant Journal. 97, 6, p. 1105-1119 15 p.

Research output: Contribution to journalArticle

yield components
Triticum
phenotype
wheat
Quantitative Trait Loci
2 Citations (Scopus)

Gaia stellar kinematics in the head of the Orion A cloud: Runaway stellar groups and gravitational infall

Getman, K. V., Feigelson, E., Kuhn, M. A. & Garmire, G. P., Jan 1 2019, In : Monthly Notices of the Royal Astronomical Society. 487, 3, p. 2977-3000 24 p.

Research output: Contribution to journalArticle

kinematics
Orion nebula
stars
contraction
pre-main sequence stars

Glycated hemoglobin differences among blog-reading adults with type 1 diabetes compared with those who do not read blogs: Cross-sectional study

Oser, S., Stuckey, H., Parascando, J. A., McGinley, E. L., Berg, A. & Oser, T., Apr 1 2019, In : Journal of medical Internet research. 21, 4, e13634.

Research output: Contribution to journalArticle

Open Access
Blogging
Glycosylated Hemoglobin A
Type 1 Diabetes Mellitus
Reading
Cross-Sectional Studies

Impact of AKI on urinary protein excretion: Analysis of two prospective cohorts

Hsu, C. Y., Hsu, R. K., Liu, K. D., Yang, J., Anderson, A., Chen, J., Chinchilli, V., Feldman, H. I., Garg, A. X., Hamm, L., Himmelfarb, J., Kaufman, J. S., Kusek, J. W., Parikh, C. R., Ricardo, A. C., Rosas, S. E., Saab, G., Sha, D., Siew, E. D., Sondheimer, J. & 3 others, Taliercio, J. J., Yang, W. & Go, A. S., Jul 1 2019, In : Journal of the American Society of Nephrology. 30, 7, p. 1271-1281 11 p.

Research output: Contribution to journalArticle

Creatinine
Proteinuria
Urine
Proteins
Cohort Studies
Bariatric Surgery
Knee Osteoarthritis
Pain
Weight Loss
Ontario

Interval-valued data prediction via regularized artificial neural network

Yang, Z., Lin, D. K. J. & Zhang, A., Feb 28 2019, In : Neurocomputing. 331, p. 336-345 10 p.

Research output: Contribution to journalArticle

Neural Networks (Computer)
Neural networks
Linear Models
Multilayer neural networks
Experiments
1 Citation (Scopus)

Joint mean and covariance modeling of multiple health outcome measures

Niu, X. & Hoff, P. D., Jan 1 2019, In : Annals of Applied Statistics. 13, 1, p. 321-339 19 p.

Research output: Contribution to journalArticle

Health
Medical problems
Modeling
Nutrition
Range of data
20 Citations (Scopus)

Kinematics in Young Star Clusters and Associations with Gaia DR2

Kuhn, M. A., Hillenbrand, L. A., Sills, A., Feigelson, E. D. & Getman, K. V., Jan 1 2019, In : Astrophysical Journal. 870, 1, 32.

Research output: Contribution to journalArticle

star clusters
kinematics
stellar systems
expansion
proper motion

Letter to the editor

Guo, X., Gao, Y., Niu, C. & Zhang, S., Apr 1 2019, In : Biostatistics. 20, 2, p. 358-362 5 p.

Research output: Contribution to journalLetter

1 Citation (Scopus)

Linear hypothesis testing for high dimensional generalized linear models

Shi, C., Song, R., Chen, Z. & Li, R., Jan 1 2019, In : Annals of Statistics. 47, 5, p. 2671-2703 33 p.

Research output: Contribution to journalArticle

Linear Hypothesis
Generalized Linear Model
Hypothesis Testing
High-dimensional
Partial
Total Positivity
Weight Function
Monotonicity
Insurance
Higher Order

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 1 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., Jan 1 2019, (Accepted/In press) In : North American Actuarial Journal.

Research output: Contribution to journalArticle

Methodology
Insurance
Conditional probability
Revenue
Receiver
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. S., 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. S., Aug 1 2019, In : Nature methods. 16, 8, p. 663-664 2 p.

Research output: Contribution to journalComment/debate

Markov Chains
Markov processes
3 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
2 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
1 Citation (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
1 Citation (Scopus)

Misspecified nonconvex statistical optimization for sparse phase retrieval

Yang, Z., Yang, L. F., Fang, 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. K. & 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
5 Citations (Scopus)

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

Lazarus, S. C., Krishnan, J. A., King, T., Lang, J. E., Blake, K. V., Covar, R., Lugogo, N., Wenzel, S., Chinchilli, V., Mauger, D., 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

Multilevel stochastic gradient methods for nested composition optimization

Yang, S., Wang, M. & Fang, 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

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
1 Citation (Scopus)

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

Farkas, G. J., Pitot, M. A., Berg, A. & Gater, D., 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
1 Citation (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

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