Research Output 1969 2020

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Article
2010
22 Citations (Scopus)
High-dimensional Data
Microarrays
Variable Selection
Microarray Data
Cluster Analysis
12 Citations (Scopus)

Quantitative structure-activity relationship studies of antimalarial compounds from their calculated mathematical descriptors

Basak, S. C., Mills, D., Hawkins, D. M. & Bhattacharjee, A. K., Apr 30 2010, In : SAR and QSAR in environmental research. 21, 1-2, p. 103-125 23 p.

Research output: Contribution to journalArticle

Quantitative Structure-Activity Relationship
Antimalarials
Molecular structure
Atovaquone
4-Quinolones
4 Citations (Scopus)

Responses of spring wheat and soybean to subsurface drainage in northwest Minnesota

Wiersma, J. J., Sands, G. R., Kandel, H. J., Rendahl, A. K., Jin, C. X. & Hansen, B. J., Dec 1 2010, In : Agronomy Journal. 102, 5, p. 1399-1406 8 p.

Research output: Contribution to journalArticle

subsurface drainage
spring wheat
soybeans
grain protein
grain yield
7 Citations (Scopus)

Semiparametric modeling and estimation of heteroscedasticity in regression analysis of cross-sectional data

Van Keilegom, I. & Wang, L., 2010, In : Electronic Journal of Statistics. 4, p. 133-160 28 p.

Research output: Contribution to journalArticle

Heteroscedasticity
Regression Analysis
Semiparametric Regression
Quantile Regression
Asymptotic Theory
3 Citations (Scopus)

Some insights into continuum regression and its asymptotic properties

Chen, X. & Cook, R. D., Dec 1 2010, In : Biometrika. 97, 4, p. 985-989 5 p.

Research output: Contribution to journalArticle

Normal distribution
Least-Squares Analysis
Asymptotic Properties
least squares
Continuum
124 Citations (Scopus)

Sparse multivariate regression with covariance estimation

Rothman, A. J., Levina, E. & Zhu, J., Dec 1 2010, In : Journal of Computational and Graphical Statistics. 19, 4, p. 947-962 16 p.

Research output: Contribution to journalArticle

Covariance Estimation
Multivariate Regression
Regression Coefficient
Simultaneous Estimation
Penalized Likelihood

Spectral distribution of adjacency and Laplace matrices of random graphs

Jiang, T. & Ding, X., 2010, In : Ann. Appl. Probab.. 20, p. 2086-2117

Research output: Contribution to journalArticle

38 Citations (Scopus)

Spectral distributions of adjacency and Laplacian matrices of random graphs

Ding, X. & Jiang, T., Dec 1 2010, In : Annals of Applied Probability. 20, 6, p. 2086-2117 32 p.

Research output: Contribution to journalArticle

Laplacian Matrix
Spectral Distribution
Adjacency Matrix
Random Graphs
Empirical Distribution
15 Citations (Scopus)

Test selection with application to detecting disease association with multiple SNPs

Pan, W., Han, F. & Shen, X. T., Jan 1 2010, In : Human Heredity. 69, 2, p. 120-130 11 p.

Research output: Contribution to journalArticle

Single Nucleotide Polymorphism
Genotype
Patient Selection
Multivariate Analysis
Phenotype

Test selection with application to detecting disease associa- tion with multiple SNPs

Shen, X., Pan, W. & Fan, H., 2010, In : Human Heredity. 69, p. 120-130

Research output: Contribution to journalArticle

13 Citations (Scopus)

The effects of intermittent, CD4-guided antiretroviral therapy on body composition and metabolic parameters

Martínez, E., Visnegarwala, F., Grund, B., Thomas, A., Gibert, C., Shlay, J., Drummond, F., Pearce, D., Edwards, S., Reiss, P., El-Sadr, W. & Carr, A., Jan 1 2010, In : AIDS. 24, 3, p. 353-363 11 p.

Research output: Contribution to journalArticle

Body Composition
Pharmaceutical Preparations
Intra-Abdominal Fat
Fats
Confidence Intervals
11 Citations (Scopus)

The Entries of Haar-Invariant Matrices from the Classical Compact Groups

Jiang, T., Dec 2010, In : Journal of Theoretical Probability. 23, 4, p. 1227-1243 17 p.

Research output: Contribution to journalArticle

Probability Inequalities
Haar Measure
Symplectic Group
Orthogonal Group
Classical Groups
19 Citations (Scopus)

Timing of walleye spawning as an indicator of climate change

Schneider, K. N., Newman, R. M., Card, V., Weisberg, S. & Pereira, D. L., 2010, In : Transactions of the American Fisheries Society. 139, 4, p. 1198-1210 13 p.

Research output: Contribution to journalArticle

spawning
ice
climate change
egg
indicator
2009

Adaptive regularization through entire solution surface

Shen, X., Wu, S. & Geyer, C., 2009, In : Biometrika. 96, p. 513-527

Research output: Contribution to journalArticle

9 Citations (Scopus)

Adaptive regularization using the entire solution surface

Wu, S., Shen, X. T. & Geyer, C. J., Sep 1 2009, In : Biometrika. 96, 3, p. 513-527 15 p.

Research output: Contribution to journalArticle

Entire Solution
Penalty
Regularization
Tuning
Grouping
20 Citations (Scopus)

A multivariate change-point model for change in mean vector and/or covariance structure

Zamba, K. D. & Hawkins, D. M., Jan 1 2009, In : Journal of Quality Technology. 41, 3, p. 285-303 19 p.

Research output: Contribution to journalArticle

Statistics
Monitoring
Covariance matrix
Short-run
Change point
3 Citations (Scopus)

An improved skewness measure

Groeneveld, R. A. & Meeden, G. D., Dec 1 2009, In : Metron. 67, 3, p. 325-337 13 p.

Research output: Contribution to journalArticle

Skewness
Estimate
25 Citations (Scopus)

A novel method of analyzing daily milk production and electrical conductivity to predict disease onset

Lukas, J. M., Reneau, J. K., Wallace, R., Hawkins, D. M. & Munoz-Zanzi, C. A., Jan 1 2009, In : Journal of Dairy Science. 92, 12, p. 5964-5976 13 p.

Research output: Contribution to journalArticle

Electric Conductivity
electrical conductivity
milk production
Milk
milk
32 Citations (Scopus)
Limiting Distribution
Jacobi
Ensemble
Eigenvalue
Spectral Norm
3 Citations (Scopus)

A procedure for robust fitting in nonlinear regression

Hawkins, D. M. & Khan, D. M., Oct 1 2009, In : Computational Statistics and Data Analysis. 53, 12, p. 4500-4507 8 p.

Research output: Contribution to journalArticle

Nonlinear Regression
Nonlinear equations
Outlier
Potential Problems
Global Optimum
3 Citations (Scopus)

A variance formula related to a quantum conductance problem

Jiang, T., Jun 1 2009, In : Physics Letters, Section A: General, Atomic and Solid State Physics. 373, 25, p. 2117-2121 5 p.

Research output: Contribution to journalArticle

matrices
infinity
formulations

A variance formula related to quantum conductance

Jiang, T., 2009, In : Physics Letters A. 373, p. 2117-2121

Research output: Contribution to journalArticle

32 Citations (Scopus)

Combined charts for mean and variance information

Hawkins, D. M. & Deng, Q., Jan 1 2009, In : Journal of Quality Technology. 41, 4, p. 415-425 11 p.

Research output: Contribution to journalArticle

Statistical process control
Acoustic waves
Control charts
Charts
8 Citations (Scopus)

Combining regression quantile estimators

Shan, K. & Yang, Y., Jul 2009, In : Statistica Sinica. 19, 3, p. 1171-1191 21 p.

Research output: Contribution to journalArticle

Regression Quantiles
Quantile
Model Selection
Oracle Inequalities
Estimator
33 Citations (Scopus)
Smooth Test
Estimating Equation
Longitudinal Data
Data-driven
Model Selection
160 Citations (Scopus)

Continuous antiretroviral therapy decreases bone mineral density

Grund, B., Peng, G., Gibert, C. L., Hoy, J. F., Isaksson, R. L., Shlay, J. C., Martinez, E., Reiss, P., Visnegarwala, F. & Carr, A. D., Jul 1 2009, In : AIDS. 23, 12, p. 1519-1529 11 p.

Research output: Contribution to journalArticle

Bone Density
Spine
Tomography
Confidence Intervals
Therapeutics
21 Citations (Scopus)

Dimension reduction in regressions with exponential family predictors

Cook, R. D. & Li, L., 2009, In : Journal of Computational and Graphical Statistics. 18, 3, p. 774-791 18 p.

Research output: Contribution to journalArticle

Exponential Family
Dimension Reduction
Predictors
Regression
Categorical
53 Citations (Scopus)

Distribution-free cumulative sum control charts using bootstrap-based control limits

Chatterjee, S. B. & Qiu, P., Mar 1 2009, In : Annals of Applied Statistics. 3, 1, p. 349-369 21 p.

Research output: Contribution to journalArticle

Cumulative Sum
Distribution-free
Control Charts
Bootstrap
Average Run Length

Ecient large margin semisupervised learning: method and theory

Shen, X., Wang, J. & Pan, W., 2009, In : Journal of Machine Learning Research. 10, p. 719-742

Research output: Contribution to journalArticle

Editorial: On the interface of statistics and machine learning

Shen, X. & Christmann, A., 2009, In : Statistics and its Interface. 2, p. 255-256

Research output: Contribution to journalArticle

20 Citations (Scopus)

Effect of antivenin dose on outcome from crotalid envenomation: 218 dogs (1988-2006): Retrospective study

McCown, J. L., Cooke, K. L., Hanel, R. M., Jones, G. L. & Hill, R. C., Dec 1 2009, In : Journal of Veterinary Emergency and Critical Care. 19, 6, p. 603-610 8 p.

Research output: Contribution to journalArticle

Antivenins
Viperidae
retrospective studies
Retrospective Studies
Dogs
7 Citations (Scopus)

Efficient global approximation of generalized nonlinear ℓ1 -Regularized solution paths and its applications

Yuan, M. & Zou, H., Dec 1 2009, In : Journal of the American Statistical Association. 104, 488, p. 1562-1574 13 p.

Research output: Contribution to journalArticle

Path
Approximation
Regularization
Elastic Net
Quadratic Spline
175 Citations (Scopus)

Generalized thresholding of large covariance matrices

Rothman, A. J., Levina, E. & Zhu, J., Mar 1 2009, In : Journal of the American Statistical Association. 104, 485, p. 177-186 10 p.

Research output: Contribution to journalArticle

Thresholding
Covariance matrix
Sample Size
Adaptive Lasso
Sample Covariance Matrix
3 Citations (Scopus)

Improved Skewness Measures

Meeden, G. D. & Groenveld, R., 2009, In : Metron-International Journal of Statistics. 67, p. 325-327

Research output: Contribution to journalArticle

Large margin hierarchical classication with multiple paths

Shen, X., Wang, J. & Pan, W., 2009, In : Journal of American Statistical Association. 104, p. 1213-1223

Research output: Contribution to journalArticle

74 Citations (Scopus)

Likelihood-based sufficient dimension reduction

Cook, R. D. & Forzani, L., Mar 1 2009, In : Journal of the American Statistical Association. 104, 485, p. 197-208 12 p.

Research output: Contribution to journalArticle

Sufficient Dimension Reduction
Normality
Likelihood
Sliced Average Variance Estimation
Central Subspace
22 Citations (Scopus)

Likelihood Inference in Exponential Families and Directions of Recession

Geyer, C. J., 2009, In : Electronic Journal of Statistics. 3, p. 259-289

Research output: Contribution to journalArticle

118 Citations (Scopus)

Locally weighted censored quantile regression

Wang, H. J. & Wang, L., Oct 14 2009, In : Journal of the American Statistical Association. 104, 487, p. 1117-1128 12 p.

Research output: Contribution to journalArticle

Censored Regression
Quantile Regression
Survival Time
Censoring
Quantile
40 Citations (Scopus)

Local rank inference for varying coefficient models

Wang, L., Kai, B. & Li, R., Dec 1 2009, In : Journal of the American Statistical Association. 104, 488, p. 1631-1645 15 p.

Research output: Contribution to journalArticle

Varying Coefficient Model
Linear Least Squares
Local Linear Method
Asymptotic Relative Efficiency
U-statistics
25 Citations (Scopus)

Lymphocyte-bound complement activation products as biomarkers for diagnosis of systemic lupus erythematosus

Liu, C. C., Kao, A. H., Hawkins, D. M., Manzi, S., Sattar, A., Wilson, N. & Ahearn, J. M., Aug 28 2009, In : Clinical and translational science. 2, 4, p. 300-308 9 p.

Research output: Contribution to journalArticle

Lymphocytes
Complement Activation
Biomarkers
Systemic Lupus Erythematosus
Chemical activation

Multi-class AdaBoost

Zou, H., Zhu, J., Rosset, S. & Hastie, T., 2009, In : Statistics and its Interface. 2, p. 349-360

Research output: Contribution to journalArticle

62 Citations (Scopus)

Network-based support vector machine for classification of microarray samples

Zhu, Y., Shen, X. T. & Pan, W., Jan 30 2009, In : BMC bioinformatics. 10, SUPPL. 1, S21.

Research output: Contribution to journalArticle

Microarrays
Microarray
Support vector machines
Support Vector Machine
Genes
4 Citations (Scopus)

New approaches to model-free dimension reduction for bivariate regression

Wen, X. M. & Cook, R. D., Mar 1 2009, In : Journal of Statistical Planning and Inference. 139, 3, p. 734-748 15 p.

Research output: Contribution to journalArticle

Dimension Reduction
Regression
Covariates
Censored Regression
Chi-squared distribution
39 Citations (Scopus)

Nonparametric control chart for monitoring profiles using change point formulation and adaptive smoothing

Zou, C., Qiu, P. & Hawkins, D., Jul 1 2009, In : Statistica Sinica. 19, 3, p. 1337-1357 21 p.

Research output: Contribution to journalArticle

Adaptive Smoothing
Control Charts
Change Point
Monitoring
Formulation
30 Citations (Scopus)

On efficient large margin semisupervised learning: Method and theory

Wang, J., Shen, X. T. & Pan, W., Jan 1 2009, In : Journal of Machine Learning Research. 10, p. 719-742 24 p.

Research output: Contribution to journalArticle

Semi-supervised Learning
Margin
Genes
Conditional Expectation
Bayes
14 Citations (Scopus)

On Large Margin Hierarchical Classification With Multiple Paths

Wang, J., Shen, X. T. & Pan, W., Oct 14 2009, In : Journal of the American Statistical Association. 104, 487, p. 1213-1223 11 p.

Research output: Contribution to journalArticle

Hierarchical Classification
Margin
Path
Gene
Prediction
282 Citations (Scopus)

On the adaptive elastic-net with a diverging number of parameters

Zou, H. & Zhang, H. H., Aug 1 2009, In : Annals of Statistics. 37, 4, p. 1733-1751 19 p.

Research output: Contribution to journalArticle

Elastic Net
Oracle Property
Collinearity
Lasso
Variable Selection
9 Citations (Scopus)

Partial central subspace and sliced average variance estimation

Shao, Y., Dennis Cook, R. & Weisberg, S., Mar 1 2009, In : Journal of Statistical Planning and Inference. 139, 3, p. 952-961 10 p.

Research output: Contribution to journalArticle

Sliced Average Variance Estimation
Central Subspace
Lakes
Inverse Regression
Partial
27 Citations (Scopus)

Penalized model-based clustering with unconstrained covariance matrices

Zhou, H., Pan, W. & Shen, X., 2009, In : Electronic Journal of Statistics. 3, p. 1473-1496 24 p.

Research output: Contribution to journalArticle

Model-based Clustering
Variable Selection
Covariance matrix
Clustering
Microarray Data
8 Citations (Scopus)

Quantitative structure-activity relationship (QSAR) modeling of human blood: Air partitioning with proper statistical methods and validation

Basak, S. C., Mills, D., Hawkins, D. M. & Kraker, J. J., May 26 2009, In : Chemistry and Biodiversity. 6, 4, p. 487-502 16 p.

Research output: Contribution to journalArticle

Quantitative Structure-Activity Relationship
Statistical methods
Blood
Air
Least-Squares Analysis