Research Output 1973 2020

2017
1 Citation (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
3 Citations (Scopus)

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

Povich, M. S., Busk, H. A., Feigelson, E., 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., Yao, T., Mailman, R., 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
8 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 in paired endometrial intraepithelial neoplasia/atypical hyperplasia and endometrioid adenocarcinoma

Russo, M., Broach, J., Sheldon, K., Houser, K. R., Liu, D., Kesterson, J., Phaeton, R., Hossler, C., Hempel, N., Baker, M., Newell, J., Zaino, R. & Warrick, J., Sep 1 2017, In : Human Pathology. 67, p. 69-77 9 p.

Research output: Contribution to journalArticle

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
5 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
5 Citations (Scopus)

Compliance with Clostridium difficile treatment guidelines: Effect on patient outcomes

Crowell, K. T., Julian, K., Katzman, M., Berg, A., Tinsley, A., Williams, E., Koltun, W. & 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
7 Citations (Scopus)

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

Thompson, P. W., Hatfield, N., Yoon, H., Joshua, S. & Byerley, C., Dec 1 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
6 Citations (Scopus)

Density estimation in infinite dimensional exponential families

Sriperumbudur, B. K., 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. L., 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., 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. C. Y., 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. L., 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
3 Citations (Scopus)

Diverticular disease is associated with benign intra-abdominal cystic disease

Wrafter, P. F., Connelly, T. M., Khan, J. S. A., Lucey, B. C., Berg, A., Koltun, W. & Joyce, W. P., May 4 2017, In : Expert Review of Gastroenterology and Hepatology. 11, 5, p. 487-490 4 p.

Research output: Contribution to journalArticle

Cysts
Liver
Kidney
Colectomy
Sigmoid Colon
6 Citations (Scopus)

Diverticulitis and Crohn's disease have distinct but overlapping tumor necrosis superfamily 15 haplotypes

Connelly, T. M., Choi, C. S., Berg, A., Harris, L., Coble, J. & Koltun, W., Jun 15 2017, In : Journal of Surgical Research. 214, p. 262-269 8 p.

Research output: Contribution to journalArticle

Diverticulitis
Crohn Disease
Haplotypes
Necrosis
Neoplasms
6 Citations (Scopus)

Do Bumble Bee, Bombus impatiens, Queens Signal their Reproductive and Mating Status to their Workers?

Amsalem, E., Padilla, M., Schreiber, P. M., Altman, N. S., Hefetz, A. & Grozinger, C. M., Jun 1 2017, In : Journal of Chemical Ecology. 43, 6, p. 563-572 10 p.

Research output: Contribution to journalArticle

Impatiens
Bombus impatiens
Vitellogenins
Bees
Bombus
7 Citations (Scopus)

Dynamic spatio-temporal models for spatial data

Hefley, T. J., Hooten, M. B., Hanks, E. M., Russell, R. E. & Walsh, D. P., May 1 2017, In : Spatial Statistics. 20, p. 206-220 15 p.

Research output: Contribution to journalArticle

Spatio-temporal Model
Spatial Data
spatial data
Dynamic Model
Random Effects
1 Citation (Scopus)

Efficient dimension reduction for multivariate response data

Zhang, Y., Zhu, L. & Ma, Y., Mar 1 2017, In : Journal of Multivariate Analysis. 155, p. 187-199 13 p.

Research output: Contribution to journalArticle

Multivariate Response
Dimension Reduction
Parameterization
Dimension-reduction Subspaces
Inverse Regression

Empirical likelihood confidence regions in the single-index model with growing dimensions

Yang, G., Cui, X. & Hou, S., Aug 3 2017, In : Communications in Statistics - Theory and Methods. 46, 15, p. 7562-7579 18 p.

Research output: Contribution to journalArticle

Single-index Model
Confidence Region
Empirical Likelihood
Predictors
Likelihood Ratio
4 Citations (Scopus)

Epigenetic combinatorial patterns predict disease variants

Zhang, Y., May 30 2017, In : Frontiers in Genetics. 8, MAY, 71.

Research output: Contribution to journalArticle

Epigenomics
Linear Models
Bayes Theorem
Genome-Wide Association Study
Genome
12 Citations (Scopus)

Epigenetic game theory: How to compute the epigenetic control of maternal-to-zygotic transition

Wang, Q., Gosik, K., Xing, S., Jiang, L., Sun, L., Chinchilli, V. & Wu, R., Mar 1 2017, In : Physics of Life Reviews. 20, p. 126-137 12 p.

Research output: Contribution to journalReview article

game theory
Game Theory
Methylation
embryos
Game theory

Erratum: The genetic architecture of heterochrony as a quantitative trait: Lessons from a computational model [Briefings in Bioinformatics, (2017)] doi: 10.1093/bib/bbx056

Lidan, S., Mengmeng, S., Chenfei, Z., Dongyang, W., Hexin, S., Kaiyue, L., Yanfang, G., Tangren, C., Qixiang, Z. & Wu, R., Nov 1 2017, In : Briefings in bioinformatics. 18, 6, 1 p.

Research output: Contribution to journalComment/debate

Bioinformatics
Computational Biology
Single-index Model
Figure
Statistics
Scatter diagram
Data analysis
2 Citations (Scopus)

Estimation and inference of error-prone covariate effect in the presence of confounding variables

Liu, J., Ma, Y., Zhu, L. & Carroll, R. J., Jan 1 2017, In : Electronic Journal of Statistics. 11, 1, p. 480-501 22 p.

Research output: Contribution to journalArticle

Confounding
Covariates
Bias Reduction
Measurement Error Model
Bias Correction
2 Citations (Scopus)

Estimation of Stratified Mark-Specific Proportional Hazards Models Under Two-Phase Sampling with Application to HIV Vaccine Efficacy Trials

Yang, G., Sun, Y., Qi, L. & Gilbert, P. B., Jun 1 2017, In : Statistics in Biosciences. 9, 1, p. 259-283 25 p.

Research output: Contribution to journalArticle

Vaccine Efficacy
Two-phase Sampling
AIDS Vaccines
Proportional Hazards Model
Vaccine
11 Citations (Scopus)

Evidence for Two Hot-Jupiter Formation Paths

Nelson, B. E., Ford, E. B. & Rasio, F. A., Sep 2017, In : Astronomical Journal. 154, 3, 106.

Research output: Contribution to journalArticle

Jupiter (planet)
Jupiter
radial velocity
extrasolar planets
eccentricity
3 Citations (Scopus)

Evo-Devo-EpiR: a genome-wide search platform for epistatic control on the evolution of development

Jiang, L., Zhang, M., Sang, M., Ye, M. & Wu, R., Sep 1 2017, In : Briefings in bioinformatics. 18, 5, p. 754-760 7 p.

Research output: Contribution to journalArticle

Genes
Genome
Phenotype
Quantitative Trait Loci
Genome-Wide Association Study
23 Citations (Scopus)

Exome chip meta-analysis identifies novel loci and East Asian-specific coding variants that contribute to lipid levels and coronary artery disease

Lu, X., Peloso, G. M., Liu, D., Wu, Y., Zhang, H., Zhou, W., Li, J., Tang, C. S. M., Dorajoo, R., Li, H., Long, J., Guo, X., Xu, M., Spracklen, C. N., Chen, Y., Liu, X., Zhang, Y., Khor, C. C., Liu, J., Sun, L. & 47 others, Wang, L., Gao, Y. T., Hu, Y., Yu, K., Wang, Y., Cheung, C. Y. Y., Wang, F., Huang, J., Fan, Q., Cai, Q., Chen, S., Shi, J., Yang, X., Zhao, W., Sheu, W. H. H., Cherny, S. S., He, M., Feranil, A. B., Adair, L. S., Gordon-Larsen, P., Du, S., Varma, R., Chen, Y. D. I., Shu, X. O., Lam, K. S. L., Wong, T. Y., Ganesh, S. K., Mo, Z., Hveem, K., Fritsche, L. G., Nielsen, J. B., Tse, H. F., Huo, Y., Cheng, C. Y., Chen, Y. E., Zheng, W., Tai, E. S., Gao, W., Lin, X., Huang, W., Abecasis, G., Kathiresan, S., Mohlke, K. L., Wu, T., Sham, P. C., Gu, D. & Willer, C. J., Dec 1 2017, In : Nature Genetics. 49, 12, p. 1722-1730 9 p.

Research output: Contribution to journalArticle

Exome
Meta-Analysis
Coronary Artery Disease
Lipids
Genes
95 Citations (Scopus)

Exome-wide association study of plasma lipids in >300,000 individuals

Liu, D. J., Peloso, G. M., Yu, H., Butterworth, A. S., Wang, X., Mahajan, A., Saleheen, D., Emdin, C., Alam, D., Alves, A. C., Amouyel, P., Angelantonio, E. DI., Arveiler, D., Assimes, T. L., Auer, P. L., Baber, U., Ballantyne, C. M., Bang, L. E., Benn, M., Bis, J. C. & 207 others, Boehnke, M., Boerwinkle, E., Bork-Jensen, J., Bottinger, E. P., Brandslund, I., Brown, M., Busonero, F., Caulfield, M. J., Chambers, J. C., Chasman, D. I., Chen, Y. E., Chen, Y. D. I., Chowdhury, R., Christensen, C., Chu, A. Y., Connell, J. M., Cucca, F., Cupples, L. A., Damrauer, S. M., Davies, G., Deary, I. J., Dedoussis, G., Denny, J. C., Dominiczak, A., Dubé, M. P., Ebeling, T., Eiriksdottir, G., Esko, T., Farmaki, A. E., Feitosa, M. F., Ferrario, M., Ferrieres, J., Ford, I., Fornage, M., Franks, P. W., Frayling, T. M., Frikke-Schmidt, R., Fritsche, L. G., Frossard, P., Fuster, V., Ganesh, S. K., Gao, W., Garcia, M. E., Gieger, C., Giulianini, F., Goodarzi, M. O., Grallert, H., Grarup, N., Groop, L., Grove, M. L., Gudnason, V., Hansen, T., Harris, T. B., Hayward, C., Hirschhorn, J. N., Holmen, O. L., Huffman, J., Huo, Y., Hveem, K., Jabeen, S., Jackson, A. U., Jakobsdottir, J., Jarvelin, M. R., Jensen, G. B., Jørgensen, M. E., Jukema, J. W., Justesen, J. M., Kamstrup, P. R., Kanoni, S., Karpe, F., Kee, F., Khera, A. V., Klarin, D., Koistinen, H. A., Kooner, J. S., Kooperberg, C., Kuulasmaa, K., Kuusisto, J., Laakso, M., Lakka, T., Langenberg, C., Langsted, A., Launer, L. J., Lauritzen, T., MLiewald, D. C., Lin, L. A., Linneberg, A., Loos, R. J. F., Lu, Y., Lu, X., Mägi, R., Malarstig, A., Manichaikul, A., Manning, A. K., Mäntyselkä, P., Marouli, E., Masca, N. G. D., Maschio, A., Meigs, J. B., Melander, O., Metspalu, A., Morris, A. P., Morrison, A. C., Mulas, A., Müller-Nurasyid, M., Munroe, P. B., Neville, M. J., Nielsen, S. F., Nielsen, J. B., Nordestgaard, B. G., Ordovas, J. M., Mehran, R., O'Donnell, C. J., Orho-Melander, M., Molony, C. M., Muntendam, P., Padmanabhan, S., Palmer, C. N. A., Pasko, D., Patel, A. P., Pedersen, O., Perola, M., Peters, A., Pisinger, C., Pistis, G., Polasek, O., Poulter, N., Psaty, B. M., Rader, D. J., Rasheed, A., Rauramaa, R., Reilly, D. F., Reiner, A. P., Renström, F., Rich, S. S., Ridker, P. M., Rioux, J. D., Robertson, N. R., Roden, D. M., Rotter, J. I., Rudan, I., Salomaa, V., Samani, N. J., Sanna, S., Sattar, N., Schmidt, E. M., Scott, R. A., Sever, P., Sevilla, R. S., Shaffer, C. M., Sim, X., Sivapalaratnam, S., Small, K. S., Smith, A. V., Smith, B. H., Somayajula, S., Southam, L., Spector, T. D., Speliotes, E. K., Starr, J. M., Stirrups, K. E., Stitziel, N., Strauch, K., Stringham, H. M., Surendran, P., Tada, H., Tall, A. R., Tang, H., Tardif, J. C., Taylor, K. D., Trompet, S., Tsao, P. S., Tuomilehto, J., Tybjaerg-Hansen, A., Zuydam, N. R. V., Varbo, A., Varga, T. V., Virtamo, J., Waldenberger, M., Wang, N., Wareham, N. J., Warren, H. R., Weeke, P. E., Weinstock, J., Wessel, J., Wilson, J. G., Wilson, P. W. F., Xu, M., Yaghootkar, H., Young, R., Zeggini, E., Zhang, H., Zheng, N. S., Zhang, W., Zhang, Y., Zhou, W., Zhou, Y., Zoledziewska, M., Howson, J. M. M., Danesh, J., McCarthy, M. I., Cowan, C. A., Abecasis, G., Deloukas, P., Musunuru, K., Willer, C. J. & Kathiresan, S., Dec 1 2017, In : Nature Genetics. 49, 12, p. 1758-1766 9 p.

Research output: Contribution to journalArticle

Exome
Lipids
Cholesterol
Type 2 Diabetes Mellitus
Coronary Artery Disease
19 Citations (Scopus)

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Ye, J., Wu, P., Wang, J. & Li, J., May 1 2017, In : IEEE Transactions on Signal Processing. 65, 9, p. 2317-2332 16 p., 7833204.

Research output: Contribution to journalArticle

Convergence of numerical methods
Computational efficiency
Scalability
Costs
Experiments
4 Citations (Scopus)

Finite Element-Derived Surrogate Models of Locked Plate Fracture Fixation Biomechanics

Wee, H., Reid, J., Chinchilli, V. & Lewis, G., Mar 1 2017, In : Annals of Biomedical Engineering. 45, 3, p. 668-680 13 p.

Research output: Contribution to journalArticle

Fracture fixation
Biomechanics
Bone
Shear strain
Stiffness
10 Citations (Scopus)

Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions

Liu, H., Yao, T., Li, R. & Ye, Y., Nov 1 2017, In : Mathematical Programming. 166, 1-2, p. 207-240 34 p.

Research output: Contribution to journalArticle

Local Solution
Sparsity
Linear regression
Fully Polynomial Time Approximation Scheme
Lasso
2 Citations (Scopus)

Frequency coverage properties of a uniform shrinkage prior distribution

Tak, H., Oct 13 2017, In : Journal of Statistical Computation and Simulation. 87, 15, p. 2929-2939 11 p.

Research output: Contribution to journalArticle

Shrinkage
Prior distribution
Coverage
Shape Parameter
Components of Variance
1 Citation (Scopus)

From Theory to Practice: Measuring end-of-life communication quality using multiple goals theory

Van Scoy, L., Scott, A. M., Reading, J. M., Chuang, C., Chinchilli, V., Levi, B. & Green, M., May 1 2017, In : Patient Education and Counseling. 100, 5, p. 909-918 10 p.

Research output: Contribution to journalArticle

Quality of Life
Research
2 Citations (Scopus)

Functional Mapping of Multiple Dynamic Traits

Cao, J., Wang, L., Huang, Z., Gai, J. & Wu, R., Mar 1 2017, In : Journal of Agricultural, Biological, and Environmental Statistics. 22, 1, p. 60-75 16 p.

Research output: Contribution to journalArticle

Quantitative Trait Loci
Biological Phenomena
Internal-External Control
Soybeans
Soybean
9 Citations (Scopus)

Genetic association and epistatic interaction of the interleukin-10 signaling pathway in pediatric inflammatory bowel disease

Lin, Z., Wang, Z., Hegarty, J. P., Lin, T. R., Wang, Y., Deiling, S., Wu, R., Thomas, N. & Floros, J., Jul 21 2017, In : World Journal of Gastroenterology. 23, 27, p. 4897-4909 13 p.

Research output: Contribution to journalArticle

Inflammatory Bowel Diseases
Interleukin-10
Pediatrics
Single Nucleotide Polymorphism
Genes

Haphazard intentional allocation and rerandomization to improve covariate balance in experiments

Lauretto, M. S., Stern, R. B., Morgan, K. L., Clark, M. H. & Stern, J. M., Jun 9 2017, Bayesian Inference and Maximum Entropy Methods in Science and Engineering: Proceedings of the 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, MaxEnt 2016. American Institute of Physics Inc., Vol. 1853. 050003

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

optimization
random noise
inference
costs
29 Citations (Scopus)

HiCRep: assessing the reproducibility of Hi-C data using a stratum-adjusted correlation coefficient

Yang, T., Zhang, F., Yardımci, G. G., Song, F., Hardison, R. C., Noble, W. S., Yue, F. & Li, Q., Nov 2017, In : Genome research. 27, 11, p. 1939-1949 11 p.

Research output: Contribution to journalArticle

Cell Lineage
Quality Control
Chromatin
Genome
Technology
3 Citations (Scopus)

High-dimensional adaptive function-on-scalar regression

Fan, Z. & Reimherr, M. L., Jan 1 2017, In : Econometrics and Statistics. 1, p. 167-183 17 p.

Research output: Contribution to journalArticle

High-dimensional
Regression
Scalar
Predictors
Functional Data
3 Citations (Scopus)
Quantitative Trait Loci
Gene expression
Genes
Gene Expression
Caenorhabditis elegans
3 Citations (Scopus)

Incorporation of hierarchical structure into estimation and projection package fitting with examples of estimating subnational HIV/AIDS dynamics

Niu, X., Zhang, A., Brown, T., Puckett, R., Mahy, M. & Bao, L., Apr 1 2017, In : AIDS. 31, p. S51-S59

Research output: Contribution to journalArticle

Acquired Immunodeficiency Syndrome
HIV
Sample Size
Statistical Models
Uncertainty
7 Citations (Scopus)

Independent component analysis for tensor-valued data

Virta, J., Li, B., Nordhausen, K. & Oja, H., Nov 1 2017, In : Journal of Multivariate Analysis. 162, p. 172-192 21 p.

Research output: Contribution to journalArticle

Independent component analysis
Independent Component Analysis
Tensors
Fourth Order
Tensor
6 Citations (Scopus)

Inequality in treatment benefits: Can we determine if a new treatment benefits the many or the few?

Huang, E. J., Fang, X., Hanley, D. F. & Rosenblum, M., Apr 1 2017, In : Biostatistics. 18, 2, p. 308-324 17 p.

Research output: Contribution to journalArticle

Linear Programming
Randomized Trial
Randomized Controlled Trials
Plug-in Estimator
Average Treatment Effect