Research Output 1969 2020

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2011

Generalized degrees of freedom and adaptive model selection in linear mixed-eects models

Shen, X. & Zhang, B., 2011, In : Statistical Analysis and Data Mining. 56, p. 574-586

Research output: Contribution to journalArticle

5 Citations (Scopus)

High dimensional data analysis using multivariate generalized spatial quantiles

Mukhopadhyay, N. D. & Chatterjee, S. B., Apr 1 2011, In : Journal of Multivariate Analysis. 102, 4, p. 768-780 13 p.

Research output: Contribution to journalArticle

High-dimensional Data
Quantile
Probability distributions
Data analysis
Electric network analysis

Large margin hierarchical classication with exclusive membership

Shen, X., Wang, H. & Pan, W., 2011, In : Journal of Machine Learning Research. 12, p. 2721-2748

Research output: Contribution to journalArticle

7 Citations (Scopus)

Large margin hierarchical classification with mutually exclusive class membership

Wang, H., Shen, X. T. & Pan, W., Sep 1 2011, In : Journal of Machine Learning Research. 12, p. 2721-2748 28 p.

Research output: Contribution to journalArticle

Hierarchical Classification
Mutually exclusive
Margin
Path
Labels
11 Citations (Scopus)

LDR: A package for likelihood-based sufficient dimension reduction

Cook, R. D., Forzani, L. M. & Tomassi, D. R., Mar 1 2011, In : Journal of Statistical Software. 39, 3, p. 1-20 20 p.

Research output: Contribution to journalArticle

Sufficient Dimension Reduction
Likelihood
Data Preprocessing
Testing
Information Criterion
76 Citations (Scopus)
Compressed Sensing
Covariance Structure
Random Matrices
Limiting
Testing
11 Citations (Scopus)

Multilocus association testing with penalized regression

Basu, S., Pan, W., Shen, X. T. & Oetting, W. S., Dec 1 2011, In : Genetic epidemiology. 35, 8, p. 755-765 11 p.

Research output: Contribution to journalArticle

Logistic Models
Kidney
alachlor
Transplant Recipients
165 Citations (Scopus)

New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models

Kai, B., Li, R. & Zou, H., Feb 1 2011, In : Annals of Statistics. 39, 1, p. 305-332 28 p.

Research output: Contribution to journalArticle

Partially Linear Model
Varying Coefficients
Efficient Estimation
Variable Selection
Quantile Regression
1 Citation (Scopus)

Nonstandard central limit theorems for Markov chains

De Andrade, B. B. & Geyer, C. J., Apr 1 2011, In : International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems. 19, 2, p. 251-274 24 p.

Research output: Contribution to journalArticle

Markov processes
10 Citations (Scopus)

On the mean and variance of the generalized inverse of a singular wishart matrix

Cook, R. D. & Forzani, L., Aug 5 2011, In : Electronic Journal of Statistics. 5, p. 146-158 13 p.

Research output: Contribution to journalArticle

Wishart Matrix
Singular matrix
Generalized Inverse
Moore-Penrose Generalized Inverse
Moment

Parametric or nonparametric? A parametricness index for model selection

Liu, W. & Yang, Y., 2011, In : Annals of Statistics. 39, p. 2074-2102

Research output: Contribution to journalArticle

26 Citations (Scopus)

Partial envelopes for efficient estimation in multivariate linear regression

Su, Z. & Cook, R. D., Mar 1 2011, In : Biometrika. 98, 1, p. 133-146 14 p.

Research output: Contribution to journalArticle

Efficient Estimation
Linear regression
Envelope
Linear Models
Partial
14 Citations (Scopus)

Self-starting multivariate control charts for location and scale

Maboudou-Tchao, E. M. & Hawkins, D. M., Jan 1 2011, In : Journal of Quality Technology. 43, 2, p. 113-126 14 p.

Research output: Contribution to journalArticle

Covariance matrix
Monitoring
Calibration
Control charts
Charts
11 Citations (Scopus)

Sure independence screening and compressed random sensing

Xue, L. & Zou, H., Jun 1 2011, In : Biometrika. 98, 2, p. 371-380 10 p.

Research output: Contribution to journalArticle

Screening
Sensing
Recovery
screening
Compressed sensing

Use of Cranial Characters in Minnesota Wolf Taxonomy

Weisberg, S., Mech, L. D. & Nowak, R. M., 2011, In : Canadian Journal of Zoology. 89, p. 1188-1194

Research output: Contribution to journalArticle

2 Citations (Scopus)

Use of cranial characters in taxonomy of the Minnesota wolf (Canis sp.)

Mech, L. D., Nowak, R. M. & Weisberg, S., Dec 1 2011, In : Canadian Journal of Zoology. 89, 12, p. 1188-1194 7 p.

Research output: Contribution to journalArticle

Canis
wolves
skull
taxonomy
endangered species
2010

A finite population Bayes procedure for censored categorical abundance data

Meeden, G. D., Holland, M. & Gray, B., 2010, In : Journal of the Indian Agricultural Statistical Society. 64, p. 171-175

Research output: Contribution to journalArticle

30 Citations (Scopus)

Agricultural and biofuel implications of a species diversity experiment with native perennial grassland plants

DeHaan, L. R., Weisberg, S., Tilman, D. & Fornara, D., Apr 15 2010, In : Agriculture, Ecosystems and Environment. 137, 1-2, p. 33-38 6 p.

Research output: Contribution to journalArticle

biofuels
biofuel
species diversity
grasslands
grassland

Analysis of biomarker data: logs, odds ratios and ROC curves

Grund, B. & Sabin, C., 2010, In : Current Opinion in HIV and AIDS. 5, p. 473-479

Research output: Contribution to journalArticle

50 Citations (Scopus)

A new approach to cholesky-based covariance regularization in high dimensions

Rothman, A. J., Levina, E. & Zhu, J., Sep 1 2010, In : Biometrika. 97, 3, p. 539-550 12 p.

Research output: Contribution to journalArticle

Cholesky
Covariance matrix
Higher Dimensions
Regularization
Positive definite
66 Citations (Scopus)

A nonparametric change-point control chart

Hawkins, D. M. & Deng, Q., Jan 1 2010, In : Journal of Quality Technology. 42, 2, p. 165-173 9 p.

Research output: Contribution to journalArticle

Statistical process control
Control charts
Change point
Normality
76 Citations (Scopus)

Batch means and spectral variance estimators in Markov chain Monte Carlo

Flegal, J. M. & Jones, G., Apr 1 2010, In : Annals of Statistics. 38, 2, p. 1034-1070 37 p.

Research output: Contribution to journalArticle

Batch Means
Variance Estimator
Markov Chain Monte Carlo
Standard error
Estimator
10 Citations (Scopus)

Bayesian startup phase mean monitoring of an autocorrelated process that is subject to random sized jumps

Tsiamyrtzis, P. & Hawkins, D. M., Nov 1 2010, In : Technometrics. 52, 4, p. 438-452 15 p.

Research output: Contribution to journalArticle

Dairies
Start-up
Jump
Monitoring
Testing

Bayesian variable selection in regression with networked predictors

Shen, X., Tai, F. & Pan, W., 2010, In : Frontiers in Statistics.

Research output: Contribution to journalArticle

108 Citations (Scopus)

Cardiovascular risk factors associated with lower baseline cognitive performance in HIV-positive persons

Wright, E. J., Grund, B., Robertson, K., Brew, B. J., Roediger, M. J., Bain, M. P., Drummond, F., Vjecha, M. J., Hoy, J., Miller, C., Penalva De Oliveira, A. C., Pumpradit, W., Shlay, J. C., El-Sadr, W. & Price, R. W., Sep 7 2010, In : Neurology. 75, 10, p. 864-873 10 p.

Research output: Contribution to journalArticle

Cardiovascular Diseases
HIV
AIDS Dementia Complex
CD4 Lymphocyte Count
Hypercholesterolemia
7 Citations (Scopus)

Comparative studies on bull and stallion seminal DNase activity and interaction with semen extender and spermatozoa

Alghamdi, A. S., Funnell, B. J., Bird, S. L., Lamb, G. C., Rendahl, A., Taube, P. C. & Foster, D. N., Sep 1 2010, In : Animal Reproduction Science. 121, 3-4, p. 249-258 10 p.

Research output: Contribution to journalArticle

semen extenders
deoxyribonucleases
Deoxyribonucleases
stallions
Semen

Comparison of measurements by multiple methods or instruments

Hawkins, D. M. & Sharma, A., Sep 1 2010, In : Journal of Biopharmaceutical Statistics. 20, 5, p. 965-984 20 p.

Research output: Contribution to journalArticle

Equipment and Supplies
Term
Outlier
Multiplicative
Interaction
64 Citations (Scopus)

Coordinate-independent sparse sufficient dimension reduction and variable selection

Chen, X., Zou, C. & Cook, R. D., Dec 2010, In : Annals of Statistics. 38, 6, p. 3696-3723 28 p.

Research output: Contribution to journalArticle

Sufficient Dimension Reduction
Variable Selection
Predictors
Linear Combination
Oracle Property
28 Citations (Scopus)

Deterministic fallacies and model validation

Hawkins, D. M. & Kraker, J., Mar 1 2010, In : Journal of Chemometrics. 24, 3-4, p. 188-193 6 p.

Research output: Contribution to journalArticle

Model Validation
Cross-validation
Costs
Model Fitting
Bootstrapping

Discussion of "Stability selection" by N. Meinshausen and P. Buhlmann

Rothman, A. J., Levina, E. & Zhu, J., 2010, In : Journal of the Royal Statistical Society, Series B. 72

Research output: Contribution to journalArticle

66 Citations (Scopus)

Envelope models for parsimonious and efficient multivariate linear regression

Cook, R. D., Li, B. & Chiaromonte, F., Jul 1 2010, In : Statistica Sinica. 20, 3, p. 927-960 34 p.

Research output: Contribution to journalArticle

Linear regression
Maximum Likelihood Estimator
Envelope
Covariance matrix
Reducing Subspace

Envelope models for parsimonious and efficient multivariate linear regression (with discussion)

Cook, R. D., Li, B. & Chiaromonte, F., 2010, In : Statistica Sinica. 20, p. 927-1010

Research output: Contribution to journalArticle

59 Citations (Scopus)

Erythrocyte C3d and C4d for monitoring disease activity in systemic lupus erythematosus

Kao, A. H., Navratil, J. S., Ruffing, M. J., Liu, C. C., Hawkins, D. M., McKinnon, K. M., Danchenko, N., Ahearn, J. M. & Manzi, S., Mar 1 2010, In : Arthritis and Rheumatism. 62, 3, p. 837-844 8 p.

Research output: Contribution to journalArticle

Systemic Lupus Erythematosus
Erythrocytes
Complement Activation
Serum
Estrogens
35 Citations (Scopus)

Genome-wide association analysis of osteochondrosis of the tibiotarsal joint in Norwegian Standardbred trotters

Lykkjen, S., Dolvik, N. I., McCue, M. E., Rendahl, A., Mickelson, J. R. & Roed, K. H., Dec 1 2010, In : Animal Genetics. 41, SUPPL. 2, p. 111-120 10 p.

Research output: Contribution to journalArticle

Osteochondrosis
osteochondrosis
Standardbred
Genome-Wide Association Study
joints (animal)
18 Citations (Scopus)

Gibbs sampling for a bayesian hierarchical general linear model

Johnson, A. A. & Jones, G. L., 2010, In : Electronic Journal of Statistics. 4, p. 313-333 21 p.

Research output: Contribution to journalArticle

Gibbs Sampler
Gibbs Sampling
Linear Model
Health
Batch Means
58 Citations (Scopus)

Grouping pursuit through a regularization solution surface

Shen, X. T. & Huang, H. C., Jun 1 2010, In : Journal of the American Statistical Association. 105, 490, p. 727-739 13 p.

Research output: Contribution to journalArticle

Pursuit
Grouping
Regularization
Penalty
Predictors

Grouping pursuit through a regularization surface

Shen, X. & Huang, H. S., 2010, In : Journal of the American Statistical Association. 105

Research output: Contribution to journalArticle

1 Citation (Scopus)

Identifying shifts in spread using the Cauchy CUSUM: An application to the Japanese yen/US dollar exchange rate

Dukich, J. M. & Hawkins, D. M., Mar 1 2010, In : Applied Financial Economics. 20, 5, p. 417-424 8 p.

Research output: Contribution to journalArticle

Exchange rates
Cumulative sum
Floating exchange rates
Commodities
Normal distribution
54 Citations (Scopus)

Incorporating predictor network in penalized regression with application to microarray data

Pan, W., Xie, B. & Shen, X., Jun 2010, In : Biometrics. 66, 2, p. 474-484 11 p.

Research output: Contribution to journalArticle

Penalized Regression
Microarrays
Microarray Data
Predictors
Genes
47 Citations (Scopus)

Inferring fitness landscapes

Shaw, R. G. & Geyer, C. J., Sep 1 2010, In : Evolution. 64, 9, p. 2510-2520 11 p.

Research output: Contribution to journalArticle

Least-Squares Analysis
fitness
least squares
Genetic Selection
Patient Selection
97 Citations (Scopus)
Local Polynomial Regression
Quantile Regression
Smoothing
Composite
Alternatives
23 Citations (Scopus)

Maximum Lq-likelihood estimation

Ferrari, D. & Yang, Y., Apr 2010, In : Annals of Statistics. 38, 2, p. 753-783 31 p.

Research output: Contribution to journalArticle

Maximum Likelihood Estimation
Maximum Likelihood Estimator
Sample Size
Nonextensive Entropy
Proper Efficiency
25 Citations (Scopus)

Measuring the turnover rates of Arabidopsis proteins using deuterium oxide: An auxin signaling case study

Yang, X. Y., Chen, W. P., Rendahl, A., Hegeman, A. D., Gray, W. M. & Cohen, J. D., Aug 1 2010, In : Plant Journal. 63, 4, p. 680-695 16 p.

Research output: Contribution to journalArticle

Arabidopsis Proteins
Deuterium Oxide
deuterium oxide
Indoleacetic Acids
auxins
44 Citations (Scopus)

Mixed effects models for fish growth

Weisberg, S., Spangler, G. & Richmond, L. S., 2010, In : Canadian Journal of Fisheries and Aquatic Sciences. 67, 2, p. 269-277 9 p.

Research output: Contribution to journalArticle

fish
invasive species
food supply
linear models
management practice
46 Citations (Scopus)

Model selection for high-dimensional data

Shen, X. & Zhang, Y., 2010, In : Statistical Analysis and Data Mining. 3, p. 350-358

Research output: Contribution to journalArticle

19 Citations (Scopus)

Model selection procedure for high-dimensional data

Zhang, Y. & Shen, X. T., Oct 1 2010, In : Statistical Analysis and Data Mining. 3, 5, p. 350-358 9 p.

Research output: Contribution to journalArticle

Selection Procedures
High-dimensional Data
Model Selection
Model Selection Criteria
Regression
8 Citations (Scopus)

Necessary and sufficient conditions for consistency of A method for smoothed functional inverse regression

Cook, R. D., Forzani, L. & Yao, A. F., Jan 2010, In : Statistica Sinica. 20, 1, p. 235-238 4 p.

Research output: Contribution to journalArticle

Inverse Regression
Sliced Inverse Regression
Covariance Operator
Effective Dimension
Consistent Estimator
2 Citations (Scopus)

Ordered designs and Bayesian inference in survey sampling

Meeden, G. D. & Noorbaloochi, S., Jun 8 2010, In : Sankhya: The Indian Journal of Statistics. 72, 1, p. 119-135 17 p.

Research output: Contribution to journalArticle

Survey Sampling
Bayesian inference
Sampling Design
Sampling without Replacement
Simple Random Sampling

Penalized mixture of factor analyzers with application to variable selection in clustering high-dimensional data

Shen, X., Wie, B. & Pan, W., 2010, In : Bioinformatics. 26, p. 501-508

Research output: Contribution to journalArticle