Research Output 1973 2020

2017
1 Citation (Scopus)

SEQSpark: A Complete Analysis Tool for Large-Scale Rare Variant Association Studies Using Whole-Genome and Exome Sequence Data

Zhang, D., Zhao, L., Li, B., He, Z., Wang, G. T., Liu, D. J. & Leal, S. M., Jul 6 2017, In : American Journal of Human Genetics. 101, 1, p. 115-122 8 p.

Research output: Contribution to journalArticle

Exome
Genome-Wide Association Study
Genome
High-Throughput Nucleotide Sequencing
Waist-Hip Ratio
3 Citations (Scopus)

Severe Thunderstorm Detection by Visual Learning Using Satellite Images

Zhang, Y., Wistar, S., Li, J., Steinberg, M. A. & Wang, J., Feb 1 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 2, p. 1039-1052 14 p., 7733124.

Research output: Contribution to journalArticle

Thunderstorms
thunderstorm
learning
Satellites
Weather forecasting
14 Citations (Scopus)

Sex-specific biology of the human malaria parasite revealed from the proteomes of mature male and female gametocytes

Miao, J., Chen, Z., Wang, Z., Shrestha, S., Li, X., Li, R. & Cui, L., Apr 1 2017, In : Molecular and Cellular Proteomics. 16, 4, p. 537-551 15 p.

Research output: Contribution to journalArticle

Proteome
Malaria
Parasites
Proteins
Plasmodium
4 Citations (Scopus)
Exponential Family
Graph Model
Random Graphs
Social Networks
Sharing
1 Citation (Scopus)

Simultaneous treatment of unspecified heteroskedastic model error distribution and mismeasured covariates for restricted moment models

Garcia, T. P. & Ma, Y., Oct 1 2017, In : Journal of Econometrics. 200, 2, p. 194-206 13 p.

Research output: Contribution to journalArticle

Covariates
Estimator
Regression model
Efficient estimation
Empirical results

Spatial-temporal analysis of prostate cancer incidence from the Pennsylvania cancer registry, 2000-2011

Wang, M., Matthews, S. A., Iskandarani, K., Li, Y., Li, Z., Chinchilli, V. M. & Zhang, L., Jan 1 2017, In : Geospatial Health. 12, 2, p. 369-375 7 p., 611.

Research output: Contribution to journalArticle

Spatio-Temporal Analysis
temporal analysis
Registries
cancer
Prostatic Neoplasms
14 Citations (Scopus)

Star Formation in Nearby Clouds (SFiNCs): X-Ray and Infrared Source Catalogs and Membership

Getman, K. V., Broos, P. S., Kuhn, M. A., Feigelson, E., Richert, A. J. W., Ota, Y., Bate, M. R. & Garmire, G. P., Apr 1 2017, In : Astrophysical Journal, Supplement Series. 229, 2, 28.

Research output: Contribution to journalArticle

catalogs
star formation
x rays
stars
point sources
5 Citations (Scopus)

Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates

Sheng, B., Marsh, K., Slavkovic, A. B., Gregson, S., Eaton, J. W. & Bao, L., Apr 1 2017, In : AIDS. 31, p. S87-S94

Research output: Contribution to journalArticle

Statistical Models
Pregnant Women
Acquired Immunodeficiency Syndrome
HIV
Anonymous Testing
4 Citations (Scopus)

"Stealth dissemination" of macrophage-tumor cell fusions cultured from blood of patients with pancreatic ductal adenocarcinoma

Clawson, G. A., Matters, G. L., Xin, P., McGovern, C., Wafula, E., DePamphilis, C., Meckley, M., Wong, J., Stewart, L., D’Jamoos, C., Altman, N., Kawasawa, Y. I., Du, Z., Honaas, L. & Abraham, T., Sep 2017, In : PloS one. 12, 9, e0184451.

Research output: Contribution to journalArticle

cell fusion
Cell Fusion
Macrophages
adenocarcinoma
Tumors
19 Citations (Scopus)

Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions

Wang, M., Fang, X. & Liu, H., Jan 1 2017, In : Mathematical Programming. 161, 1-2, p. 419-449 31 p.

Research output: Contribution to journalArticle

Descent Algorithm
Gradient Algorithm
Gradient Descent
Expected Value
Value Function
8 Citations (Scopus)

Stochastic dominance and omega ratio: Measures to examine market efficiency, arbitrage opportunity, and anomaly

Guo, X., Jiang, X. & Wong, W. K., Oct 19 2017, In : Economies. 5, 4, 38.

Research output: Contribution to journalArticle

Open Access
anomaly
efficiency
market
real estate market
Hong Kong
Sufficient Dimension Reduction
Ordinary Least Squares
Least-Squares Analysis
least squares
Predictors
4 Citations (Scopus)

Sufficient forecasting using factor models

Fan, J., Xue, L. & Yao, J., Dec 2017, In : Journal of Econometrics. 201, 2, p. 292-306 15 p.

Research output: Contribution to journalArticle

Factors
Predictors
Principal component analysis
Forecasting method
Asymptotic properties

Sure explained variability and independence screening

Chen, M., Lian, Y., Chen, Z. & Zhang, Z., Oct 2 2017, In : Journal of Nonparametric Statistics. 29, 4, p. 849-883 35 p.

Research output: Contribution to journalArticle

Screening
Variable Selection
Independence
Statistical Inference
Ranking
3 Citations (Scopus)

Testing and confidence intervals for high dimensional proportional hazards models

Fang, X., Ning, Y. & Liu, H., Nov 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 5, p. 1415-1437 23 p.

Research output: Contribution to journalArticle

Partial Likelihood
Proportional Hazards Model
Hazard Function
Hypothesis Testing
Confidence interval
5 Citations (Scopus)

Testing separability of space-time functional processes

Constantinou, P., Kokoszka, P. & Reimherr, M. L., Jun 1 2017, In : Biometrika. 104, 2, p. 425-437 13 p.

Research output: Contribution to journalArticle

Separability
Maximum likelihood
Space-time
Specifications
Monte Carlo Method
4 Citations (Scopus)

The Association Between Family Leisure and Family Quality of Life: A Meta-Analysis of Data from Parents and Adolescents

Hodge, C. J., Duerden, M. D., Layland, E. K., Lacanienta, A., Goates, M. C. & Niu, X., Sep 1 2017, In : Journal of Family Theory and Review. 9, 3, p. 328-346 19 p.

Research output: Contribution to journalArticle

Leisure Activities
Meta-Analysis
quality of life
parents
Parents
6 Citations (Scopus)

The Bayesian Group Lasso for Confounded Spatial Data

Hefley, T. J., Hooten, M. B., Hanks, E. M., Russell, R. E. & Walsh, D. P., Mar 1 2017, In : Journal of Agricultural, Biological, and Environmental Statistics. 22, 1, p. 42-59 18 p.

Research output: Contribution to journalArticle

Lasso
spatial data
Spatial Data
Generalized Linear Mixed Model
Linear Models

The contribution of angiogenesis to variation in bone development and evolution

Percival, C. J., Kawasaki, K., Huang, Y., Weiss, K., Jabs, E. W., Li, R. & Richtsmeier, J. T., Jan 1 2017, Building Bones: Bone Formation and Development in Anthropology. Cambridge University Press, p. 26-51 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

phylogeny
weaver
social behavior
cognition
diagnostic

The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating

Li, X., He, X., He, Y., Zhang, H., Zhang, Z. & Lin, D. K. J., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1417-1429 13 p.

Research output: Contribution to journalArticle

Wind Tunnel
Coating
Experiment
Zero matrix
Design
4 Citations (Scopus)

The function-on-scalar LASSO with applications to longitudinal GWAS

Barber, R. F., Reimherr, M. L. & Schill, T., Jan 1 2017, In : Electronic Journal of Statistics. 11, 1, p. 1351-1389 39 p.

Research output: Contribution to journalArticle

Predictors
Scalar
Functional Data
Methodology
Blood Pressure
2 Citations (Scopus)

The genetic architecture of growth traits in Salix matsudana under salt stress

Zhang, J., Yuan, H., Yang, Q., Li, M., Wang, Y., Li, Y., Ma, X., Tan, F. & Wu, R., Jun 14 2017, In : Horticulture Research. 4, 17024.

Research output: Contribution to journalArticle

Salix matsudana
Salix
growth traits
salt stress
Salts
1 Citation (Scopus)

The genetic architecture of heterochrony as a quantitative trait: Lessons from a computational model

Sun, L., Sang, M., Zheng, C., Wang, D., Shi, H., Liu, K., Guo, Y., Cheng, T., Zhang, Q. & Wu, R., May 30 2017, In : Briefings in bioinformatics. 19, 6, p. 1430-1439 10 p.

Research output: Contribution to journalArticle

Genes
Quantitative Trait Loci
Genetic Models
Ecology
Experiments
5 Citations (Scopus)

The genetic architecture of shoot–root covariation during seedling emergence of a desert tree, Populus euphratica

Zhang, M., Bo, W., Xu, F., Li, H., Ye, M., Jiang, L., Shi, C., Fu, Y., Zhao, G., Huang, Y., Gosik, K., Liang, D. & Wu, R., Jun 1 2017, In : Plant Journal. 90, 5, p. 918-928 11 p.

Research output: Contribution to journalArticle

Populus euphratica
Populus
seedling emergence
Seedlings
deserts
1 Citation (Scopus)

The Impact of Prenatal and Postpartum Partner Violence on Maternal Mental Health: Results from the Community Child Health Network Multisite Study

Velonis, A. J., O'Campo, P., Kaufman-Shriqui, V., Kenny, K., Schafer, P., Vance, M., Dunkel Schetter, C., Hillemeier, M. M., Lanzi, R. & Chinchilli, V., Oct 1 2017, In : Journal of Women's Health. 26, 10, p. 1053-1061 9 p.

Research output: Contribution to journalArticle

Community Networks
Violence
Postpartum Period
Mental Health
Postpartum Depression
4 Citations (Scopus)

The Structure of the Young Star Cluster NGC 6231. I. Stellar Population

Kuhn, M. A., Medina, N., Getman, K. V., Feigelson, E., Gromadzki, M., Borissova, J. & Kurtev, R., Sep 1 2017, In : Astronomical Journal. 154, 3, 87.

Research output: Contribution to journalArticle

star clusters
B stars
catalogs
near infrared
x rays
5 Citations (Scopus)

The structure of the young star cluster NGC 6231. II. structure, formation, and fate

Kuhn, M. A., Getman, K. V., Feigelson, E., Sills, A., Gromadzki, M., Medina, N., Borissova, J. & Kurtev, R., Dec 1 2017, In : Astronomical Journal. 154, 6, 214.

Research output: Contribution to journalArticle

star clusters
stars
power law
stratification
spatial distribution
2 Citations (Scopus)

Two-level augmented definitive screening designs

Nachtsheim, A. C., Shen, W. & Lin, D. K. J., Apr 1 2017, In : Journal of Quality Technology. 49, 2, p. 93-107 15 p.

Research output: Contribution to journalArticle

Screening
14 Citations (Scopus)

Variable Screening via Quantile Partial Correlation

Ma, S., Li, R. & Tsai, C. L., Apr 3 2017, In : Journal of the American Statistical Association. 112, 518, p. 650-663 14 p.

Research output: Contribution to journalArticle

Partial Correlation
Quantile
Screening
Subset Selection
Bayesian Information Criterion
1 Citation (Scopus)

Variable selection via partial correlation

Li, R., Liu, J. & Lou, L., Jul 1 2017, In : Statistica Sinica. 27, 3, p. 983-996 14 p.

Research output: Contribution to journalArticle

Partial Correlation
Variable Selection
Linear Regression Model
Predictors
Regularization Method
2016

[No title available]

Luo, J., Berg, A., Ahn, K., Das, K., Li, J., Wang, Z., Li, Y. & Wu, R., Apr 19 2016, Handbook of Adaptive Designs in Pharmaceutical and Clinical Development. CRC Press

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

A block mixture model to map eQTLs for gene clustering and networking

Wang, N., Gosik, K., Li, R., Lindsay, B. & Wu, R., Feb 19 2016, In : Scientific reports. 6, 21193.

Research output: Contribution to journalArticle

Quantitative Trait Loci
Cluster Analysis
Gene Regulatory Networks
Multigene Family
Physiological Phenomena
11 Citations (Scopus)

Accelerating stochastic composition optimization

Wang, M., Liu, J. & Fang, X., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1722-1730 9 p.

Research output: Contribution to journalConference article

Gradient methods
Chemical analysis
Reinforcement learning
Sampling
Experiments
1 Citation (Scopus)

Accurate estimation of structural equation models with remote partitioned data

Snoke, J., Brick, T. R. & Slavkovic, A. B., Jan 1 2016, Privacy in Statistical Databases - UNESCO Chair in Data Privacy International Conference, PSD 2016, Proceedings. Domingo-Ferrer, J. & Pejić-Bach, M. (eds.). Springer Verlag, p. 190-209 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9867 LNCS).

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

Structural Equation Model
Partition
Firewall
Servers
Demonstrate
5 Citations (Scopus)

A computational framework for mapping the timing of vegetative phase change

Xu, M., Jiang, L., Zhu, S., Zhou, C., Ye, M., Mao, K., Sun, L., Su, X., Pan, H., Zhang, S., Huang, M. & Wu, R., Jul 1 2016, In : The New phytologist. 211, 2, p. 750-760 11 p.

Research output: Contribution to journalArticle

Quantitative Trait Loci
phase transition
quantitative trait loci
Phase Transition
Genetic Phenomena
1 Citation (Scopus)

A confidence region for the ridge path in multiple response surface optimization

Shi, L., Lin, D. K. J. & Peterson, J. J., Aug 1 2016, In : European Journal of Operational Research. 252, 3, p. 829-836 8 p.

Research output: Contribution to journalArticle

Multiple Responses
Confidence Region
Response Surface
Ridge
Path
9 Citations (Scopus)

A consistent information criterion for support vector machines in diverging model spaces

Zhang, X., Wu, Y., Wang, L. & Li, R., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

Information Criterion
Support vector machines
Support Vector Machine
Model Selection
Justification
3 Citations (Scopus)

A distance for HMMS based on aggregated wasserstein metric and state registration

Chen, Y., Ye, J. & Li, J., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Sebe, N., Leibe, B., Matas, J. & Welling, M. (eds.). Springer Verlag, p. 451-466 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9910 LNCS).

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

Wasserstein Metric
Gaussian distribution
Registration
Optimal Transport
Hidden Markov models
37 Citations (Scopus)

A DYNAMICAL ANALYSIS of the KEPLER-80 SYSTEM of FIVE TRANSITING PLANETS

Macdonald, M. G., Ragozzine, D., Fabrycky, D. C., Ford, E. B., Holman, M. J., Isaacson, H. T., Lissauer, J. J., Lopez, E. D., Mazeh, T., Rogers, L., Rowe, J. F., Steffen, J. H. & Torres, G., Oct 2016, In : Astronomical Journal. 152, 4, 105.

Research output: Contribution to journalArticle

planets
planet
eccentricity
planetary systems
transit time

A generalized likelihood ratio test for monitoring profile data

Liu, Y., Zhu, J. & Lin, D. K. J., Jan 1 2016, p. 309-325. 17 p.

Research output: Contribution to conferencePaper

Monitoring
Control charts
1 Citation (Scopus)
Climate models
Heavy-tailed Distribution
Goodness of Fit Test
Unknown Parameters
Excess
12 Citations (Scopus)

A high-density genetic map of tetraploid salix matsudana using specific length amplified fragment sequencing (SLAF-seq)

Zhang, J., Yuan, H., Li, M., Li, Y., Wang, Y., Ma, X., Zhang, Y., Tan, F. & Wu, R., Jun 1 2016, In : PLoS One. 11, 6, e0157777.

Research output: Contribution to journalArticle

Salix matsudana
Salix
Tetraploidy
tetraploidy
Salts
14 Citations (Scopus)

ALMA OBSERVATIONS of HD 141569's CIRCUMSTELLAR DISK

White, J. A., Boley, A. C., Hughes, A. M., Flaherty, K. M., Ford, E. B., Wilner, D., Corder, S. & Payne, M., Sep 20 2016, In : Astrophysical Journal. 829, 1, 6.

Research output: Contribution to journalArticle

gas
continuums
gases
debris
planetesimal
5 Citations (Scopus)

Almost stochastic dominance for risk averters and risk seeker

Guo, X., Wong, W. K. & Zhu, L., Nov 1 2016, In : Finance Research Letters. 19, p. 15-21 7 p.

Research output: Contribution to journalArticle

Stochastic dominance
Investors
Disadvantage
Risk seeking
4 Citations (Scopus)

A Markov-switching model for heat waves

Shaby, B. A., Reich, B. J., Cooley, D. & Kaufman, C. G., Mar 1 2016, In : Annals of Applied Statistics. 10, 1, p. 74-93 20 p.

Research output: Contribution to journalArticle

Markov Switching Model
Heat
Extreme Values
Latent Variables
Extreme Value Distribution
2 Citations (Scopus)

Analysis of Proportional Odds Models With Censoring and Errors-in-Covariates

Sinha, S. & Ma, Y., Jul 2 2016, In : Journal of the American Statistical Association. 111, 515, p. 1301-1312 12 p.

Research output: Contribution to journalArticle

Proportional Odds Model
Censoring
Covariates
Estimator
Measurement Error
22 Citations (Scopus)

An empirically derived three-dimensional laplace resonance in the gliese 876 planetary system

Nelson, B. E., Robertson, P. M., Payne, M. J., Pritchard, S. M., Deck, K. M., Ford, E. B., Wright, J. & Isaacson, H. T., Jan 1 2016, In : Monthly Notices of the Royal Astronomical Society. 455, 3, p. 2484-2499 16 p.

Research output: Contribution to journalArticle

planetary systems
planets
planet
radial velocity
orbits
3 Citations (Scopus)

A new class of nested (nearly) orthogonal Latin hypercube designs

Yang, X., Yang, J. F., Lin, D. K. J. & Liu, M. Q., Jul 1 2016, In : Statistica Sinica. 26, 3, p. 1249-1267 19 p.

Research output: Contribution to journalArticle

Nested Design
Latin Hypercube Design
Orthogonal Design
Orthogonality
Computer Experiments
3 Citations (Scopus)

A Note on Foldover of 2k − p Designs With Column Permutations

Li, W. & Lin, D. K. J., Oct 1 2016, In : Technometrics. 58, 4, p. 508-512 5 p.

Research output: Contribution to journalArticle

Permutation
Minimum Aberration
Design
Experimental design
Aberrations
7 Citations (Scopus)

A note on the construction of blocked two-level designs with general minimum lower order confounding

Zhao, S., Lin, D. K. J. & Li, P., May 1 2016, In : Journal of Statistical Planning and Inference. 172, p. 16-22 7 p.

Research output: Contribution to journalArticle

Confounding
Fractional Factorial Design
Isomorphism
Design
Denote