Research Output 1973 2020

2017
2 Citations (Scopus)

A high-dimensional linkage analysis model for characterizing crossover interference

Wang, J., Sun, L., Jiang, L., Sang, M., Ye, M., Cheng, T., Zhang, Q. & Wu, R., May 1 2017, In : Briefings in bioinformatics. 18, 3, p. 382-393 12 p.

Research output: Contribution to journalArticle

Genes
Genome
Statistical Models
Chromosomes
1 Citation (Scopus)

AlloMap6: An R package for genetic linkage analysis in allohexaploids

Zhu, X., Li, H., Ye, M., Jiang, L., Sang, M. & Wu, R., Nov 1 2017, In : Briefings in bioinformatics. 18, 6, p. 919-927 9 p.

Research output: Contribution to journalArticle

Genetic Linkage
Chromosomes
Diospyros
Polyploidy
Ploidies
5 Citations (Scopus)

A Murine Model to Study Epilepsy and SUDEP Induced by Malaria Infection

Ssentongo, P., Robuccio, A. E., Thuku, G., Sim, D. G., Nabi, A., Bahari, F., Shanmugasundaram, B., Billard, M. W., Geronimo, A., Short, K. W., Drew, P. J., Baccon, J., Weinstein, S. L., Gilliam, F. G., Stoute, J. A., Chinchilli, V. M., Read, A. F., Gluckman, B. J. & Schiff, S. J., Mar 8 2017, In : Scientific reports. 7, 43652.

Research output: Contribution to journalArticle

Sudden Death
Malaria
Epilepsy
Infection
Cerebral Malaria
10 Citations (Scopus)

An adaptive-to-model test for partially parametric single-index models

Zhu, X., Guo, X. & Zhu, L., Sep 1 2017, In : Statistics and Computing. 27, 5, p. 1193-1204 12 p.

Research output: Contribution to journalArticle

Single-index Model
Parametric Model
Dimension Reduction
Null
Sampling Distribution
2 Citations (Scopus)

Analysis of Double Single Index Models

Chen, K. & Ma, Y., Mar 1 2017, In : Scandinavian Journal of Statistics. 44, 1, p. 1-20 20 p.

Research output: Contribution to journalArticle

Single-index Model
Covariates
Reduced Rank Regression
Sufficient Dimension Reduction
Multivariate Response
1 Citation (Scopus)

Analysis of single nucleotide variants of HFE gene and association to survival in the Cancer Genome Atlas GBM data

Lee, S. Y., Zhu, J., Salzberg, A. C., Zhang, B., Liu, D. J., Muscat, J. E., Langan, S. T. & Connor, J. R., Mar 2017, In : PloS one. 12, 3, e0174778.

Research output: Contribution to journalArticle

Atlases
Glioblastoma
Nucleotides
Genes
nucleotides
3 Citations (Scopus)

An Automatic Calibration Approach for the Stochastic Parameters of Inertial Sensors

Radi, A., Bakalli, G., El-Sheimy, N., Guerrier, S. & Molinari, R., Jan 1 2017, 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017. Institute of Navigation, Vol. 5. p. 3053-3060 8 p.

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

Calibration
Sensors
Navigation
Inertial navigation systems
Units of measurement
2 Citations (Scopus)

An ensemble approach to predicting the impact of vaccination on rotavirus disease in Niger

Park, J., Goldstein, J., Haran, M. & Ferrari, M., Oct 13 2017, In : Vaccine. 35, 43, p. 5835-5841 7 p.

Research output: Contribution to journalArticle

Niger
Rotavirus
Vaccination
vaccination
Vaccines
1 Citation (Scopus)

An exponential–gamma mixture model for extreme Santa Ana winds

Bopp, G. P. & Shaby, B. A., Dec 2017, In : Environmetrics. 28, 8, e2476.

Research output: Contribution to journalArticle

Mixture Model
Extremes
Pairwise Likelihood
Extremal Index
Asymptotic Independence
1 Citation (Scopus)

An investigation into three visual characteristics of complex scenes that evoke human emotion

Lu, X., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jul 2 2017, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

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

Emotions
Textures
Color
Crowdsourcing
Dancing

A nonparametric approach for functional mapping of complex traits

Hao, H., Sun, L., Zhu, X. & Wu, R., Jan 1 2017, In : Statistics and its Interface. 10, 3, p. 387-397 11 p.

Research output: Contribution to journalArticle

Quantitative Trait Loci
High-dimensional
Analysis of variance (ANOVA)
Statistical Power
Fourier Transformation
2 Citations (Scopus)

An overview of a new sensor calibration platform

Clausen, P., Skaloud, J., Molinari, R., Balamuta, J. & Guerrier, S., Aug 1 2017, 4th IEEE International Workshop on Metrology for AeroSpace, MetroAeroSpace 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 364-368 5 p. 7999598. (4th IEEE International Workshop on Metrology for AeroSpace, MetroAeroSpace 2017 - Proceedings).

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

error signals
platforms
Calibration
sensors
Sensors
6 Citations (Scopus)

A probabilistic approach to emission-line galaxy classification

de Souza, R. S., Dantas, M. L. L., Costa-Duarte, M. V., Feigelson, E. D., Killedar, M., Lablanche, P. Y., Vilalta, R., Krone-Martins, A., Beck, R. & Gieseke, F., Dec 2017, In : Monthly Notices of the Royal Astronomical Society. 472, 3, p. 2808-2822 15 p.

Research output: Contribution to journalArticle

galaxies
active galactic nuclei
dichotomies
wilderness
diagram
3 Citations (Scopus)

A review on dimension-reduction based tests for regressions

Guo, X. & Zhu, L., Jan 1 2017, From Statistics to Mathematical Finance: Festschrift in Honour of Winfried Stute. Springer International Publishing, p. 105-125 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Anniversaries and Special Events
Dimension Reduction
Covariates
Regression Model
Regression
Semiparametric Methods
Survival Analysis
Clinical Trials
Data analysis
Moment
1 Citation (Scopus)

A Semiparametric Single-Index Risk Score Across Populations

Ma, S., Ma, Y., Wang, Y., Kravitz, E. S. & Carroll, R. J., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1648-1662 15 p.

Research output: Contribution to journalArticle

Single-index Model
Epidemiology
Asymptotic Theory
Scale Parameter
B-spline

A simulated annealing based inexact oracle for wasserstein loss minimization

Ye, J., Wang, J. & Li, J., Jan 1 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 6005-6017 13 p. (34th International Conference on Machine Learning, ICML 2017; vol. 8).

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

Simulated annealing
Convergence of numerical methods
Factorization
Entropy
Costs
1 Citation (Scopus)

Assignment of endogenous retrovirus integration sites using a mixture model

Hunter, D. R., Bao, L. & Poss, M., Jun 2017, In : Annals of Applied Statistics. 11, 2, p. 751-770 20 p.

Research output: Contribution to journalArticle

Mixture Model
Count
Genome
Assignment
Genes
49 Citations (Scopus)

Association of rare and common variation in the lipoprotein lipase gene with coronary artery disease

Khera, A. V., Won, H. H., Peloso, G. M., O'Dushlaine, C., Liu, D., Stitziel, N. O., Natarajan, P., Nomura, A., Emdin, C. A., Gupta, N., Borecki, I. B., Asselta, R., Duga, S., Merlini, P. A., Correa, A., Kessler, T., Wilson, J. G., Bown, M. J., Hall, A. S., Braund, P. S. & 24 others, Carey, D. J., Murray, M. F., Kirchner, H. L., Leader, J. B., Lavage, D. R., Manus, J. N., Hartzel, D. N., Samani, N. J., Schunkert, H., Marrugat, J., Elosua, R., McPherson, R., Farrall, M., Watkin, H., Lander, E. S., Rader, D. J., Danesh, J., Ardissino, D., Gabriel, S., Willer, C., Abecasis, G. R., Saleheen, D., Dewey, F. E. & Kathiresan, S., Mar 7 2017, In : JAMA - Journal of the American Medical Association. 317, 9, p. 937-946 10 p.

Research output: Contribution to journalArticle

Lipoprotein Lipase
Coronary Artery Disease
Genes
Triglycerides
Mutation
1 Citation (Scopus)

Association of the haem oxygenase-1 gene with inflammatory bowel disease

Lin, Z., Hao, H., Hegarty, J. P., Lin, T. R., Wang, Y., Harris, L. R., Xu, H. N., Wu, R., Thomas, N. J. & Floros, J., Aug 2 2017, In : Swiss Medical Weekly. 147, w14456.

Research output: Contribution to journalArticle

Heme Oxygenase (Decyclizing)
Inflammatory Bowel Diseases
Interleukin-10
Down-Regulation
Genes
10 Citations (Scopus)

A statistical investigation of the dependence of tropical cyclone intensity change on the surrounding environment

Lin, N., Jing, R., Wang, Y., Yonekura, E., Fan, J. & Xue, L., Jul 1 2017, In : Monthly Weather Review. 145, 7, p. 2813-2831 19 p.

Research output: Contribution to journalArticle

tropical cyclone
ventilation
inner core
zonal wind
modeling
3 Citations (Scopus)

A Study of the Allan Variance for Constant-Mean Nonstationary Processes

Xu, H., Guerrier, S., Molinari, R. & Zhang, Y., Aug 2017, In : IEEE Signal Processing Letters. 24, 8, p. 1257-1260 4 p., 7964734.

Research output: Contribution to journalArticle

Nonstationary Processes
Analysis of variance (ANOVA)
Measurement errors
Covariance Structure
Analysis of variance
2 Citations (Scopus)

Asymptotic properties of principal component projections with repeated eigenvalues

Petrovich, J. & Reimherr, M. L., Nov 1 2017, In : Statistics and Probability Letters. 130, p. 42-48 7 p.

Research output: Contribution to journalArticle

Principal Components
Asymptotic Normality
Asymptotic Properties
Projection
Eigenvalue
2 Citations (Scopus)

A time-varying effect model for examining group differences in trajectories of zero-inflated count outcomes with applications in substance abuse research

Yang, S., Cranford, J. A., Jester, J. M., Li, R., Zucker, R. A. & Buu, A., Feb 28 2017, In : Statistics in Medicine. 36, 5, p. 827-837 11 p.

Research output: Contribution to journalArticle

Sample Size
Substance-Related Disorders
Time-varying
Count
Trajectory
3 Citations (Scopus)

A time-varying effect model for studying gender differences in health behavior

Yang, S., Cranford, J. A., Li, R., Zucker, R. A. & Buu, A., Dec 1 2017, In : Statistical Methods in Medical Research. 26, 6, p. 2812-2820 9 p.

Research output: Contribution to journalArticle

Gender Differences
Health Behavior
Time-varying
Sample Size
Health
1 Citation (Scopus)

Automatic structure discovery for varying-coefficient partially linear models

Yang, G., Sun, Y. & Cui, X., Aug 3 2017, In : Communications in Statistics - Theory and Methods. 46, 15, p. 7703-7716 14 p.

Research output: Contribution to journalArticle

Partially Linear Model
Varying Coefficients
Covariates
Nonlinear Effects
Penalized Regression

Bacterial genetic architecture of ecological interactions in co-culture by GWAS-taking Escherichia coli and Staphylococcus aureus as an example

He, X., Jin, Y., Ye, M., Chen, N., Zhu, J., Wang, J., Jiang, L. & Wu, R., Nov 27 2017, In : Frontiers in Microbiology. 8, NOV, 2332.

Research output: Contribution to journalArticle

Genome-Wide Association Study
Coculture Techniques
Single Nucleotide Polymorphism
Staphylococcus aureus
Escherichia coli

Baum-Welch algorithm on directed acyclic graph for mixtures with latent Bayesian networks

Li, J. & Lin, L., Jan 1 2017, In : Stat. 6, 1, p. 303-314 12 p.

Research output: Contribution to journalArticle

Directed Acyclic Graph
Bayesian Networks
Expectation Maximization
Expectation-maximization Algorithm
Exact Algorithms
7 Citations (Scopus)

Bayesian estimates of astronomical time delays between gravitationally lensed stochastic light curves

Tak, H., Mandel, K., Van Dyk, D. A., Kashyap, V. L., Meng, X. L. & Siemiginowska, A., Sep 2017, In : Annals of Applied Statistics. 11, 3, p. 1309-1348 40 p.

Research output: Contribution to journalArticle

Quasars
Time Delay
Time delay
Profile Likelihood
Curve
2 Citations (Scopus)

Beyond saliency: Assessing visual balance with high-level cues

Kandemir, B., Zhou, Z., Li, J. & Wang, J., Oct 23 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery, Inc, p. 26-34 9 p.

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

Saliency
Chemical analysis
Saliency Map
Photography
Linear regression
4 Citations (Scopus)

Candidate X-Ray-emitting OB Stars in MYStIX Massive Star-forming Regions

Povich, M. S., Busk, H. A., Feigelson, E. D., Townsley, L. K. & Kuhn, M. A., Mar 20 2017, In : Astrophysical Journal. 838, 1, 61.

Research output: Contribution to journalArticle

massive stars
stars
x rays
extinction
spectral energy distribution
3 Citations (Scopus)

Circulating cholesterol levels may link to the factors influencing Parkinson's Risk

Zhang, L., Wang, X., Wang, M., Sterling, N. W., Du, G., Lewis, M. M., Yao, T., Mailman, R. B., Li, R. & Huang, X., Sep 27 2017, In : Frontiers in Neurology. 8, SEP, 501.

Research output: Contribution to journalArticle

Parkinson Disease
Cholesterol
LDL Cholesterol
Hydroxymethylglutaryl-CoA Reductase Inhibitors
Propensity Score
10 Citations (Scopus)

Classification and regression trees

Krzywinski, M. & Altman, N. S., Jul 28 2017, In : Nature Methods. 14, 8, p. 757-758 2 p.

Research output: Contribution to journalShort survey

8 Citations (Scopus)
Clonal Evolution
Endometrioid Carcinoma
Endometrial Hyperplasia
Hyperplasia
Endometrial Neoplasms
1 Citation (Scopus)

Clustering with Hidden Markov Model on Variable Blocks

Lin, L. & Li, J., Nov 1 2017, In : Journal of Machine Learning Research. 18, p. 1-49 49 p.

Research output: Contribution to journalArticle

Hidden Markov models
Markov Model
Clustering
Association reactions
Search Algorithm

Cognitive transfer outcomes for a simulationbased introductory statistics curriculum

Beckman, M. D., Delmas, R. C. & Garfield, J., Nov 1 2017, In : Statistics Education Research Journal. 16, 2, p. 419-440 22 p.

Research output: Contribution to journalArticle

statistics
Statistics
curriculum
t-test
learning objective
6 Citations (Scopus)
Progressive Supranuclear Palsy
Multiple System Atrophy
Diffusion Tensor Imaging
Parkinsonian Disorders
Parkinson Disease
4 Citations (Scopus)

Comparative evaluation of 11 in silico models for the prediction of small molecule mutagenicity: role of steric hindrance and electron-withdrawing groups

Ford, K. A., Ryslik, G., Chan, B. K., Lewin-Koh, S. C., Almeida, D., Stokes, M. & Gomez, S. R., Jan 2 2017, In : Toxicology Mechanisms and Methods. 27, 1, p. 24-35 12 p.

Research output: Contribution to journalArticle

Computer Simulation
Electrons
Mutagenicity Tests
Molecules
Escherichia
8 Citations (Scopus)

Compliance with Clostridium difficile treatment guidelines: Effect on patient outcomes

Crowell, K. T., Julian, K. G., Katzman, M., Berg, A. S., Tinsley, A., Williams, E. D., Koltun, W. A. & Messaris, E., Aug 1 2017, In : Epidemiology and Infection. 145, 11, p. 2185-2192 8 p.

Research output: Contribution to journalArticle

Clostridium Infections
Clostridium difficile
Guidelines
Length of Stay
Therapeutics

Composite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems

Bartolucci, F., Chiaromonte, F., Don, P. K. & Lindsay, B. G., Apr 3 2017, In : Journal of Computational and Graphical Statistics. 26, 2, p. 388-402 15 p.

Research output: Contribution to journalArticle

Composite Likelihood
Latent Variable Models
Likelihood Inference
Discrete Variables
Discrete Model
2 Citations (Scopus)

Conditional Inference Tree for Multiple Gene-Environment Interactions on Myocardial Infarction

Wu, Z., Su, X., Sheng, H., Chen, Y., Gao, X., Bao, L. & Jin, W., Aug 1 2017, In : Archives of Medical Research. 48, 6, p. 546-552 7 p.

Research output: Contribution to journalArticle

Gene-Environment Interaction
Myocardial Infarction
HDL Cholesterol
Lipoprotein(a)
Smoking
8 Citations (Scopus)

Covariational reasoning among U.S. and South Korean secondary mathematics teachers

Thompson, P. W., Hatfield, N. J., Yoon, H., Joshua, S. & Byerley, C., Dec 2017, In : Journal of Mathematical Behavior. 48, p. 95-111 17 p.

Research output: Contribution to journalArticle

Republic of Korea
Mathematics
Animation
Reasoning
mathematics
4 Citations (Scopus)

Data-dependent posterior propriety of a Bayesian beta-binomial-logit model

Tak, H. & Morris, C. N., Jun 1 2017, In : Bayesian Analysis. 12, 2, p. 533-555 23 p.

Research output: Contribution to journalArticle

Open Access
Beta-binomial Model
Logit Model
Dependent Data
Prior distribution
Logistics
Open Access
Acute Kidney Injury
Renal Replacement Therapy
Demography
Chronic Renal Insufficiency
Nephrologists
6 Citations (Scopus)

Density estimation in infinite dimensional exponential families

Sriperumbudur, B., Fukumizu, K., Gretton, A., Hyvärinen, A. & Kumar, R., Jul 1 2017, In : Journal of Machine Learning Research. 18

Research output: Contribution to journalArticle

Maximum likelihood estimation
Exponential Family
Density Estimation
Estimator
Sieves
7 Citations (Scopus)

Detection of change in the spatiotemporal mean function

Gromenko, O., Kokoszka, P. & Reimherr, M., Jan 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 1, p. 29-50 22 p.

Research output: Contribution to journalArticle

Annual
Functional Data Analysis
Spatial Dependence
Cumulative Sum
Methodology
2 Citations (Scopus)

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

Ye, J., Li, Y., Wu, Z., Wang, J. Z., Li, W. & Li, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1847-1856 10 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

document analysis
Vector spaces
Semantics
semantics
3 Citations (Scopus)

Discovery of causal time intervals

Li, Z., Zheng, G., Agarwal, A., Xue, L. & Lauvaux, T., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 804-812 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Time series
Rain

Discussion of ‘a general framework for functional regression modelling’ by Greven and Scheipl

Kokoszka, P. & Reimherr, M., Feb 1 2017, In : Statistical Modelling. 17, 1-2, p. 45-49 5 p.

Research output: Contribution to journalComment/debate

Functional Linear Model
Confidence Bands
p-Value
Regression
Uncertainty
3 Citations (Scopus)

Distance correlation coefficients for Lancaster distributions

Dueck, J., Edelmann, D. & Richards, D., Feb 1 2017, In : Journal of Multivariate Analysis. 154, p. 19-39 21 p.

Research output: Contribution to journalArticle

Normal distribution
Correlation coefficient
Series Representation
Bivariate Normal Distribution
Negative binomial distribution