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High dimensional data analysis using multivariate generalized spatial quantiles

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

Research output: Contribution to journalArticle

6 Scopus citations

High-dimensional generalizations of asymmetric least squares regression and their applications

Gu, Y. & Zou, H., Dec 2016, In : Annals of Statistics. 44, 6, p. 2661-2694 34 p.

Research output: Contribution to journalArticle

Open Access
10 Scopus citations

High dimensional semiparametric latent graphical model for mixed data

Fan, J., Liu, H., Ning, Y. & Zou, H., Mar 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 2, p. 405-421 17 p.

Research output: Contribution to journalArticle

25 Scopus citations

High-dimensional variable selection with right-censored length-biased data

He, D., Zhou, Y. & Zou, H., Jan 2020, In : Statistica Sinica. 30, 1, p. 193-215 23 p.

Research output: Contribution to journalArticle

Higher-order sliced inverse regressions

Ding, S. & Cook, R. D., Jan 1 2015, In : Wiley Interdisciplinary Reviews: Computational Statistics. 7, 4, p. 249-257 9 p.

Research output: Contribution to journalArticle

5 Scopus citations

Honest exploration of intractable probability distributions via markov chain monte carlo

Jones, G. L. & Hobert, J. P., Jan 1 2001, In : Statistical Science. 16, 4, p. 312-334 23 p.

Research output: Contribution to journalArticle

142 Scopus citations

How many entries of a typical orthogonal matrix can be approximated by independent normals?

Jiang, T., Jul 2006, In : Annals of Probability. 34, 4, p. 1497-1529 33 p.

Research output: Contribution to journalArticle

42 Scopus citations

How many tosses of the coin?

Meeden, G. D. & Ghosh, M., 1975, In : Sankhya. 37, p. 523-529

Research output: Contribution to journalArticle

How powerful can any regression learning procedure be?

Yang, Y., Dec 1 2007, In : Journal of Machine Learning Research. 2, p. 636-643 8 p.

Research output: Contribution to journalArticle

1 Scopus citations
5 Scopus citations

Hybrid huberized support vector machines for microarray classification and gene selection

Wang, L., Zhu, J. & Zou, H., Feb 1 2008, In : Bioinformatics. 24, 3, p. 412-419 8 p.

Research output: Contribution to journalArticle

120 Scopus citations

Hypotheses testing as a fuzzy set estimation problem

Meeden, G. & Noorbaloochi, S., May 27 2013, In : Communications in Statistics - Theory and Methods. 42, 10, p. 1806-1820 15 p.

Research output: Contribution to journalArticle

Hypothesis tests for multivariate linear models using the car package

Fox, J., Friendly, M. & Weisberg, S., Sep 4 2013, In : R Journal. 5, 1, p. 39-52 14 p.

Research output: Contribution to journalArticle

58 Scopus citations

Identifiability of Diagnostic Classification Models

Xu, G. & Zhang, S., Sep 1 2016, In : Psychometrika. 81, 3, p. 625-649 25 p.

Research output: Contribution to journalArticle

29 Scopus citations

Identification and Inference for Marginal Average Treatment Effect on the Treated With an Instrumental Variable

Liu, L., Miao, W., Sun, B., Robins, J. M. & Tchetgen, E. J. T., Jun 26 2015, (Submitted) In : The Annals of Statistics.

Research output: Contribution to journalArticle

Identifying base temperature for alfalfa germination: Implications for frost seeding

Jungers, J. M., Brakke, M., Rendahl, A. & Sheaffer, C. C., Sep 1 2016, In : Crop Science. 56, 5, p. 2833-2840 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Identifying regression outliers and mixtures graphically

Cook, R. D. & Critchley, F., Sep 1 2000, In : Journal of the American Statistical Association. 95, 451, p. 781-794 14 p.

Research output: Contribution to journalArticle

56 Scopus citations

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

1 Scopus citations

Immediate Initiation of Antiretroviral Therapy for HIV Infection Accelerates Bone Loss Relative to Deferring Therapy: Findings from the START Bone Mineral Density Substudy, a Randomized Trial

Hoy, J. F., Grund, B., Roediger, M., Schwartz, A. V., Shepherd, J., Avihingsanon, A., Badal-Faesen, S., de Wit, S., Jacoby, S., La Rosa, A., Pujari, S., Schechter, M., White, D., Engen, N. W., Ensrud, K., Aagaard, P. D., Carr, A. & for the INSIGHT START Bone Mineral Density Substudy Group, Sep 2017, In : Journal of Bone and Mineral Research. 32, 9, p. 1945-1955 11 p.

Research output: Contribution to journalArticle

Open Access
12 Scopus citations

Impact of a combined pediatric and adult pneumococcal immunization program on adult pneumonia incidence and mortality in Nicaragua

Becker-Dreps, S., Amaya, E., Liu, L., Rocha, J., Briceño, R., Moreno, G., Alemán, J., Hudgens, M. G., Woods, C. W. & Weber, D. J., Jan 1 2015, In : Vaccine. 33, 1, p. 222-227

Research output: Contribution to journalArticle

8 Scopus citations

Improved feasible solution algorithms for high breakdown estimation

Hawkins, D. M. & Olive, D. J., Mar 28 1999, In : Computational Statistics and Data Analysis. 30, 1, p. 1-11 11 p.

Research output: Contribution to journalArticle

52 Scopus citations

Improved neurocognitive test performance in both arms of the SMART study: Impact of practice effect

Grund, B., Wright, E. J., Brew, B. J., Price, R. W., Roediger, M. P., Bain, M. P., Hoy, J. F., Shlay, J. C., Vjecha, M. J. & Robertson, K. R., Aug 1 2013, In : Journal of neurovirology. 19, 4, p. 383-392 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Improved Skewness Measures

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

Research output: Contribution to journalArticle

3 Scopus citations

Improving computer architecture simulation methodology by adding statistical rigor

Yi, J. J., Lilja, D. J. & Hawkins, D. M., Nov 1 2005, In : IEEE Transactions on Computers. 54, 11, p. 1360-1373 14 p.

Research output: Contribution to journalArticle

20 Scopus citations

Improving principal component analysis using Bayesian estimation

Nounou, M. N., Bakshi, B. R., Goel, P. K. & Shen, X., Jan 1 2001, In : Proceedings of the American Control Conference. 5, p. 3666-3671 6 p.

Research output: Contribution to journalArticle

3 Scopus citations

Incomplete data in generalized linear models with continuous covariates

Weisberg, S. & Ibrahim, J., 1992, In : Australian Journal of Statistics. 34, 3, p. 461-470 10 p.

Research output: Contribution to journalArticle

10 Scopus citations

Inconsistency of High Breakdown Estimators for High Breakdown Regression Estimators and a New Algorithm

Hawkins, D. M. & Olive, D. J., 2002, In : Journal of the American Statistical Association. 97, p. 136-148

Research output: Contribution to journalArticle

Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm

Hawkins, D. M. & Olive, D. J., Mar 2002, In : Journal of the American Statistical Association. 97, 457, p. 136-159 24 p.

Research output: Contribution to journalArticle

54 Scopus citations

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

63 Scopus citations

Indirect multivariate response linear regression

Molstad, A. J. & Rothman, A. J., Sep 1 2016, In : Biometrika. 103, 3, p. 595-607 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Individual assessment of antihypertensive response by self-starting cumulative sums

Cornelissen-Guillaume, G. G., Halberg, F., Hawkins, D., Otsuka, K. & Henke, W., Jan 1 1997, In : Journal of Medical Engineering and Technology. 21, 3-4, p. 111-120 10 p.

Research output: Contribution to journalArticle

45 Scopus citations

Inference after model selection

Shen, X., Huang, H. C. & Ye, J., Sep 2004, In : Journal of the American Statistical Association. 99, 467, p. 751-762 12 p.

Research output: Contribution to journalArticle

31 Scopus citations

Inference for a two-component mixture of symmetric distributions under log-concavity

Balabdaoui, F. & Doss, C. R., May 2018, In : Bernoulli. 24, 2, p. 1053-1071 19 p.

Research output: Contribution to journalArticle

8 Scopus citations

Inference for the mode of a log-concave density

Doss, C. R. & Wellner, J. A., Jan 1 2019, In : Annals of Statistics. 47, 5, p. 2950-2976 27 p.

Research output: Contribution to journalArticle

3 Scopus citations

Inferential, robust non-negative matrix factorization analysis of microarray data

Fogel, P., Young, S. S., Hawkins, D. M. & Ledirac, N., Jan 1 2007, In : Bioinformatics. 23, 1, p. 44-49 6 p.

Research output: Contribution to journalArticle

47 Scopus citations

Inferior clinical outcome of the CD4+ cell count-guided antiretroviral treatment interruption strategy in the SMART study: Role of CD4+ cell counts and HIV RNA levels during follow-up

The Strategies for Management of Antiretroviral Therapy (SMART) Study Group, Apr 15 2008, In : Journal of Infectious Diseases. 197, 8, p. 1145-1155 11 p.

Research output: Contribution to journalArticle

161 Scopus citations

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

48 Scopus citations

Influence assessment

Cook, R. D., Jan 1 1987, In : Journal of Applied Statistics. 14, 2, p. 117-131 15 p.

Research output: Contribution to journalArticle

37 Scopus citations

Influence of ecological and social factors on body mass of wild chimpanzees

Pusey, A. E., Oehlert, G. W., Williams, J. M. & Goodall, J., Feb 1 2005, In : International Journal of Primatology. 26, 1, p. 3-31 29 p.

Research output: Contribution to journalArticle

141 Scopus citations

Influential observations in linear regression

Cook, R. D., 1979, In : Journal of the American Statistical Association. 74, 365, p. 169-174 6 p.

Research output: Contribution to journalArticle

416 Scopus citations

Information-theoretic determination of minimax rates of convergence

Yang, Y. & Barron, A., Oct 1999, In : Annals of Statistics. 27, 5, p. 1564-1599 36 p.

Research output: Contribution to journalArticle

192 Scopus citations

Initiation of antiretroviral therapy in early asymptomatic HIV infection

Lundgren, J. D., Babiker, A. G., Gordin, F., Emery, S., Grund, B., Sharma, S., Avihingsanon, A., Cooper, D. A., Fätkenheuer, G., Llibre, J. M., Molina, J. M., Munderi, P., Schechter, M., Wood, R., Klingman, K. L., Collins, S., Clifford Lane, H., Phillips, A. N. & Neaton, J. D., Aug 27 2015, In : New England Journal of Medicine. 373, 9, p. 795-807 13 p.

Research output: Contribution to journalArticle

1341 Scopus citations

Inner envelopes: Efficient estimation in multivariate linear regression

Su, Z. & Dennis Cook, R., Sep 1 2012, In : Biometrika. 99, 3, p. 687-702 16 p.

Research output: Contribution to journalArticle

22 Scopus citations

Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models

Yang, Y., Qian, W. & Zou, H., Jul 3 2018, In : Journal of Business and Economic Statistics. 36, 3, p. 456-470 15 p.

Research output: Contribution to journalArticle

9 Scopus citations

Integrative and regularized principal component analysis of multiple sources of data

Liu, B., Shen, X. & Pan, W., Jun 15 2016, In : Statistics in Medicine. 35, 13, p. 2235-2250 16 p.

Research output: Contribution to journalArticle

Open Access
8 Scopus citations

Interim monitoring in a treatment strategy trial with a composite primary endpoint

Kang, M., Grund, B., Hunsberger, S., Glidden, D. & Volberding, P., Nov 2019, In : Contemporary Clinical Trials. 86, 105846.

Research output: Contribution to journalArticle

Interleukin 6 Is a Stronger Predictor of Clinical Events Than High-Sensitivity C-Reactive Protein or D-Dimer during HIV Infection

Borges, Á. H., O'Connor, J. L., Phillips, A. N., Neaton, J. D., Grund, B., Neuhaus, J., Vjecha, M. J., Calmy, A., Koelsch, K. K. & Lundgren, J. D., Aug 1 2016, In : Journal of Infectious Diseases. 214, 3, p. 408-416 9 p.

Research output: Contribution to journalArticle

Open Access
35 Scopus citations

Interruption of antiretroviral therapy and risk of cardiovascular disease in persons with HIV-1 infection: Exploratory analyses from the SMART trial

Phillips, A. N., Carr, A., Neuhaus, J., Visnegarwala, F., Prineas, R., Burman, W. J., Williams, I., Drummond, F., Duprez, D., Belloso, W. H., Goebel, F. D., Grund, B., Hatzakis, A., Vera, J. & Lundgren, J. D., Apr 21 2008, In : Antiviral Therapy. 13, 2, p. 177-187 11 p.

Research output: Contribution to journalArticle

192 Scopus citations