Research Output 1973 2020

2017
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
6 Citations (Scopus)

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

Barber, R. F., Reimherr, M. & 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)

Two-level augmented definitive screening designs

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

Research output: Contribution to journalArticle

Screening
16 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 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
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
12 Citations (Scopus)

Accelerating stochastic composition optimization

Wang, M., Liu, J. & Fang, E. 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. & Slavković, A., 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
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

A generalized likelihood ratio test for monitoring profile data

Liu, Y., Zhu, J. 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
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 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
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 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
1 Citation (Scopus)

A pipeline for identifying integration sites of mobile elements in the genome using next-generation sequencing

Malhotra, R., Elleder, D., Bao, L., Hunter, D. R., Poss, M. & Acharya, R., Jan 1 2016, Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016. Haspel, N. & Ioerger, T. (eds.). The International Society for Computers and Their Applications (ISCA), p. 63-68 6 p. (Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016).

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

Cluster Analysis
Pipelines
Genes
Genome
Human Genome
3 Citations (Scopus)

A predictive based regression algorithm for gene network selection

Guerrier, S., Mili, N., Molinari, R., Orso, S., Avella-Medina, M. & Ma, Y., Jun 15 2016, In : Frontiers in Genetics. 7, JUN, 97.

Research output: Contribution to journalArticle

Gene Regulatory Networks
Likelihood Functions
Genes
Gene Expression
Research
1 Citation (Scopus)

A randomness test for functional panels

Kokoszka, P., Reimherr, M. & Wölfing, N., Oct 1 2016, In : Journal of Multivariate Analysis. 151, p. 37-53 17 p.

Research output: Contribution to journalArticle

Randomness
Time series
Projection
Climatology
High-frequency Data
5 Citations (Scopus)

A semi-parametric statistical model for integrating gene expression profiles across different platforms

Lyu, Y. & Li, Q., Jan 11 2016, In : BMC bioinformatics. 17, 1, 5.

Research output: Contribution to journalArticle

Gene Expression Profile
Semiparametric Model
Statistical Models
Transcriptome
Gene expression

A semivarying joint model for longitudinal binary and continuous outcomes

Kürüm, E., Hughes, J. & Li, R., Mar 1 2016, In : Canadian Journal of Statistics. 44, 1, p. 44-57 14 p.

Research output: Contribution to journalArticle

Joint Model
Binary
Binary Response
Two-stage Estimation
Marginal Model
7 Citations (Scopus)

Assessing fun items’ effectiveness in increasing learning of college introductory statistics students: Results of a randomized experiment

Lesser, L. M., Pearl, D. K. & Weber, J. J., Jan 1 2016, In : Journal of Statistics Education. 24, 2, p. 54-62 9 p.

Research output: Contribution to journalArticle

Randomized Experiments
statistics
Statistics
experiment
Modality
3 Citations (Scopus)

Asymptotic theory for the first projective direction

Akritas, M. G., Oct 2016, In : Annals of Statistics. 44, 5, p. 2161-2189 29 p.

Research output: Contribution to journalArticle

Single-index Model
Asymptotic Theory
Estimator
Consistent Estimation
Trimming
2 Citations (Scopus)

A three-groups model for high-throughput survival screens

Shaby, B. A., Skibinski, G., Ando, M., LaDow, E. S. & Finkbeiner, S., Sep 1 2016, In : Biometrics. 72, 3, p. 936-944 9 p.

Research output: Contribution to journalArticle

Amyotrophic Lateral Sclerosis
High Throughput
Neurons
Neuron
neurons
8 Citations (Scopus)

Calibrating an Ice Sheet Model Using High-Dimensional Binary Spatial Data

Chang, W., Haran, M., Applegate, P. & Pollard, D., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 57-72 16 p.

Research output: Contribution to journalArticle

Binary Data
Spatial Data
High-dimensional
Computer Model
Output
7 Citations (Scopus)

Checking nonparametric component for partial linear regression model with missing response

Niu, C., Guo, X., Xu, W. & Zhu, L., Jan 1 2016, In : Journal of Statistical Planning and Inference. 168, p. 1-19 19 p.

Research output: Contribution to journalArticle

Linear Regression Model
Linear regression
Partial
Normal distribution
Limiting Distribution
14 Citations (Scopus)

Chemical communication is not sufficient to explain reproductive inhibition in the bumblebee bombus impatiens

Padilla, M., Amsalem, E., Altman, N., Hefetz, A. & Grozinger, C. M., Oct 19 2016, In : Royal Society Open Science. 3, 10

Research output: Contribution to journalArticle

Impatiens
Ovary
Cues
Gene Expression
Pupa
5 Citations (Scopus)

Chi-square mixture representations for the distribution of the scalar Schur complement in a noncentral Wishart matrix

Siriteanu, C., Kuriki, S., Richards, D. & Takemura, A., Aug 1 2016, In : Statistics and Probability Letters. 115, p. 79-87 9 p.

Research output: Contribution to journalArticle

Wishart Matrix
Schur Complement
Chi-square
Scalar
Chi-square Distribution
17 Citations (Scopus)

Combining eigenvalues and variation of eigenvectors for order determination

Luo, W. & Li, B., Dec 1 2016, In : Biometrika. 103, 4, p. 875-887 13 p.

Research output: Contribution to journalArticle

new order
Eigenvalues and eigenfunctions
Eigenvector
Eigenvalue
elbows

Composite quantile regression estimation for P-GARCH processes

Zhao, B., Chen, Z., Tao, G. P. & Chen, M., May 1 2016, In : Science China Mathematics. 59, 5, p. 977-998 22 p.

Research output: Contribution to journalArticle

Conditional Heteroskedasticity
Quantile Estimation
Regression Estimation
Quantile Regression
Composite
38 Citations (Scopus)

Composition-rheology relationships in alkali-silica reaction gels and the impact on the Gel's deleterious behavior

Gholizadeh Vayghan, A., Rajabipour, F. & Rosenberger, J. L., May 1 2016, In : Cement and Concrete Research. 83, p. 45-56 12 p.

Research output: Contribution to journalArticle

Alkalies
Rheology
Silicon Dioxide
Gels
Silica
12 Citations (Scopus)

Computer Experiments With Both Qualitative and Quantitative Variables

Huang, H., Lin, D. K. J., Liu, M. Q. & Yang, J. F., Oct 1 2016, In : Technometrics. 58, 4, p. 495-507 13 p.

Research output: Contribution to journalArticle

Computer Experiments
Experiments
Latin Hypercube Design
Slice
Uniformity
5 Citations (Scopus)

Conditional Value-at-Risk: Semiparametric estimation and inference

Wang, C. S. & Zhao, Z., Nov 1 2016, In : Journal of Econometrics. 195, 1, p. 86-103 18 p.

Research output: Contribution to journalArticle

Semiparametric estimation
Conditional value at risk
Semiparametric inference
Confidence
Convergence rate
2 Citations (Scopus)

Confidence band for expectation dependence with applications

Guo, X. & Li, J., May 1 2016, In : Insurance: Mathematics and Economics. 68, p. 141-149 9 p.

Research output: Contribution to journalArticle

Confidence Bands
Hoeffding's Inequality
Risk Aversion
Coverage Probability
Finance
7 Citations (Scopus)

Construction of sliced maximin-orthogonal Latin hypercube designs

Yang, J., Chen, H., Lin, D. K. J. & Liu, M. Q., Apr 2016, In : Statistica Sinica. 26, 2, p. 589-603 15 p.

Research output: Contribution to journalArticle

Latin Hypercube Design
Orthogonal Design
Maximin
Orthogonality
Uniformity
16 Citations (Scopus)

Convergence guarantees for kernel-based quadrature rules in misspecified settings

Kanagawa, M., Sriperumbudur, B. K. & Fukumizu, K., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3296-3304 9 p.

Research output: Contribution to journalConference article

Hilbert spaces
Sobolev spaces
Learning systems
Statistics
29 Citations (Scopus)

Cooperative unfolding of distinctive mechanoreceptor domains transduces force into signals

Ju, L., Chen, Y., Xue, L., Du, X. & Zhu, C., Jul 19 2016, In : eLife. 5, JULY, e15447.

Research output: Contribution to journalArticle

Mechanoreceptors
Platelet Glycoprotein GPIb-IX Complex
Leucine
Platelets
Mechanical Phenomena
7 Citations (Scopus)

Discriminative variable subsets in Bayesian classification with mixture models, with application in flow cytometry studies

Lin, L., Chan, C. & West, M., Jan 1 2016, In : Biostatistics. 17, 1, p. 40-53 14 p.

Research output: Contribution to journalArticle

Bayesian Classification
Flow Cytometry
Mixture Modeling
Mixture Model
Selection of Variables
1 Citation (Scopus)

Discussion on Maximum Likelihood-Based Methods for Inertial Sensor Calibration

Guerrier, S., Molinari, R. & Balamuta, J., Jul 15 2016, In : IEEE Sensors Journal. 16, 14, p. 5522-5523 2 p., 7466804.

Research output: Contribution to journalArticle

Maximum likelihood
proposals
Identification (control systems)
Calibration
sensors
2 Citations (Scopus)

Distance-based mixture modeling for classification via hypothetical local mapping

Qiao, M. & Li, J., Feb 1 2016, In : Statistical Analysis and Data Mining. 9, 1, p. 43-57 15 p.

Research output: Contribution to journalArticle

Mixture Modeling
Incremental Learning
Centroid
Kernel Density
Clustering algorithms
11 Citations (Scopus)

Dynamic Models of Animal Movement with Spatial Point Process Interactions

Russell, J. C., Hanks, E. M. & Haran, M., Mar 1 2016, In : Journal of Agricultural, Biological, and Environmental Statistics. 21, 1, p. 22-40 19 p.

Research output: Contribution to journalArticle

Spatial Point Process
dynamic models
Poecilia
Dynamic models
Animals
5 Citations (Scopus)

Economic production in hospitality and tourism industry: How do we compare to other services?

Sharma, A., Motta, V. E. D., Choi, J. G. & Altman, N. S., Jan 1 2016, In : International Journal of Contemporary Hospitality Management. 28, 5, p. 1026-1050 25 p.

Research output: Contribution to journalArticle

tourism
industry
economics
food
returns to scale

Editorial

Li, R., Oct 2016, In : Annals of Statistics. 44, 5, p. 1817-1820 4 p.

Research output: Contribution to journalReview article

7 Citations (Scopus)

EM algorithms for estimating the Bernstein copula

Dou, X., Kuriki, S., Lin, G. D. & Richards, D., Jan 1 2016, In : Computational Statistics and Data Analysis. 93, p. 228-245 18 p.

Research output: Contribution to journalArticle

Expectation-maximization Algorithm
Copula
Finite Mixture Distribution
Local Properties
Local Convergence

Erratum: Analyzing outliers: Influential or nuisance (Nature Methods (2016) 13 (281-282))

Altman, N. S. & Krzywinski, M., Jun 1 2016, In : Nature methods. 13, 6, 1 p.

Research output: Contribution to journalComment/debate