Research Output

Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach

Fang, E. X., Liu, H. & Wang, M., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 175-205 31 p.

Research output: Contribution to journalArticle

Block-based Bayesian epistasis association mapping with application to WTCCC type 1 diabetes data

Zhang, Y., Zhang, J. & Liu, J. S., Sep 1 2011, In : Annals of Applied Statistics. 5, 3, p. 2052-2077 26 p.

Research output: Contribution to journalArticle

20 Scopus citations

Block-based conditional entropy coding for medical image compression

Bharath Kumar, S. V., Nagaraj, N., Mukhopadhyay, S. & Xu, X., Sep 15 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5033, p. 375-381 7 p.

Research output: Contribution to journalConference article

3 Scopus citations

Bootstrap confidence intervals

Babu, G. J. & Bose, A., Jan 1 1988, In : Statistics and Probability Letters. 7, 2, p. 151-160 10 p.

Research output: Contribution to journalArticle

16 Scopus citations

Bootstrap for nonstandard cases

Babu, G. J., Jan 1 1995, In : Journal of Statistical Planning and Inference. 43, 1-2, p. 197-203 7 p.

Research output: Contribution to journalArticle

1 Scopus citations

Bootstrapping the Kaplan—Meier estimator

Akritas, M. G., Jan 1 1986, In : Journal of the American Statistical Association. 81, 396, p. 1032-1038 7 p.

Research output: Contribution to journalArticle

105 Scopus citations

Bounds for Cell Entries in Two-Way Tables Given Conditional Relative Frequencies

Slavkovic, A. B. & Fienberg, S. E., 2004, In : Lecture Notes in Computer Science. 3050, p. 30-43 14 p.

Research output: Contribution to journalArticle

8 Scopus citations

Break detection in the covariance structure of multivariate time series models

Aue, A., Hörmann, S., Horváth, L. & Reimherr, M., Dec 1 2009, In : Annals of Statistics. 37, 6 B, p. 4046-4087 42 p.

Research output: Contribution to journalArticle

137 Scopus citations

Calculation of zonal polynomials of 3×3 positive definite symmetric matrices

Gupta, R. D. & Richards, D., Dec 1 1979, In : Annals of the Institute of Statistical Mathematics. 31, 1, p. 207-213 7 p.

Research output: Contribution to journalArticle

4 Scopus citations

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

10 Scopus citations

Calibrating nonconvex penalized regression in ultra-high dimension

Wang, L., Kim, Y. & Li, R., Oct 1 2013, In : Annals of Statistics. 41, 5, p. 2505-2536 32 p.

Research output: Contribution to journalArticle

49 Scopus citations

Calling SNPs without a reference sequence

Ratan, A., Zhang, Y., Hayes, V. M., Schuster, S. C. & Miller, W., Mar 15 2010, In : BMC bioinformatics. 11, 130.

Research output: Contribution to journalArticle

29 Scopus citations

Canonical Correspondence Analysis as an approximation to Gaussian ordination

Johnson, K. W. & Altman, N. S., Jan 1 1999, In : Environmetrics. 10, 1, p. 39-52 14 p.

Research output: Contribution to journalArticle

13 Scopus citations

Capacity considerations for two-level fractional factorial designs

Draper, N. R. & Lin, D. K. J., Jan 1990, In : Journal of Statistical Planning and Inference. 24, 1, p. 25-35 11 p.

Research output: Contribution to journalArticle

23 Scopus citations

CAT: A hierarchical image browser using a rectangle packing technique

Gomi, A., Miyazaki, R., Itoh, T. & Li, J., Sep 25 2008, Proceedings of 12th International Conference Information Visualisation, IV08. p. 82-87 6 p. 4577930. (Proceedings of the International Conference on Information Visualisation).

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

49 Scopus citations

Causal inference in transportation safety studies: Comparison of potential outcomes and causal diagrams

Karwa, V., Slavković, A. B. & Donnell, E. T., Jun 1 2011, In : Annals of Applied Statistics. 5, 2 B, p. 1428-1455 28 p.

Research output: Contribution to journalArticle

18 Scopus citations

Cell bounds in k-way tables given conditional frequencies

Smucker, B. J., Slavkovic, A. B. & Zhu, X., Mar 21 2012, In : Journal of Official Statistics. 28, 1, p. 121-140 20 p.

Research output: Contribution to journalArticle

4 Scopus citations

Cell bounds in two-way contingency tables based on conditional frequencies

Smucker, B. & Slavković, A. B., Dec 1 2008, Privacy in Statistical Databases - UNESCO Chair in Data Privacy International Conference, PSD 2008, Proceedings. p. 64-76 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5262 LNCS).

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

5 Scopus citations

Censored quantile regression with covariate measurement errors

Ma, Y. & Yin, G., Apr 2011, In : Statistica Sinica. 21, 2, p. 949-971 23 p.

Research output: Contribution to journalArticle

15 Scopus citations

Ch. 2. Industrial experimentation for screening

Lin, D. K. J., Dec 1 2003, Statistics in Industry. Khattree, R. & Rao, C. R. (eds.). p. 33-73 41 p. (Handbook of Statistics; vol. 22).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 Scopus citations

Ch. 20. Point processes in astronomy: Exciting events in the universe

Scargle, J. D. & Babu, G. J., Dec 1 2003, Stochastic Processes: Modelling and Simulation. Shanbhag, D. N. & Rao, C. R. (eds.). p. 795-825 31 p. (Handbook of Statistics; vol. 21).

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Scopus citations

Ch. 4. Uniform experimental designs and their applications in industry

Fang, K. T. & Lin, D. K. J., Dec 1 2003, Statistics in Industry. Khattree, R. & Rao, C. R. (eds.). p. 131-170 40 p. (Handbook of Statistics; vol. 22).

Research output: Chapter in Book/Report/Conference proceedingChapter

129 Scopus citations

Challenges in RFID enabled supply chain management

Lin, D., Dec 1 2007, In : IEEE Engineering Management Review. 35, 2, p. 88-92 5 p.

Research output: Contribution to journalArticle

Challenges in RFID enabled supply chain management

Lin, D., Barton, R., Bi, H., Freimer, M., Zan, H., Jun, S., Thomas, D. & Susan, X., Jan 1 2006, In : Quality Progress. 39, 11, p. 23-28 6 p.

Research output: Contribution to journalArticle

13 Scopus citations

Changes in healthcare expenditures after the autism insurance mandate

Wang, L., Ma, J., Dholakia, R., Howells, C., Lu, Y., Chen, C., Li, R., Murray, M. & Leslie, D., Jan 2019, In : Research in Autism Spectrum Disorders. 57, p. 97-104 8 p.

Research output: Contribution to journalArticle

Changes in lumbar disk morphology associated with prolonged sitting assessed by magnetic resonance imaging

Billy, G., Lemieux, S. K. & Chow, M., Sep 1 2014, In : PM and R. 6, 9, p. 790-795 6 p.

Research output: Contribution to journalArticle

12 Scopus citations

Changes in Shear Modulus of the Lumbar Multifidus Muscle during Different Body Positions

Sadeghi, S., Quinlan, K., Eilertson, K. E., Billy, G. G., Bible, J., Sions, J. M. & Cortes, D. H., Aug 1 2019, In : Journal of Biomechanical Engineering. 141, 8, 081003.

Research output: Contribution to journalArticle

1 Scopus citations

Changes in substance use-related health risk behaviors on the timeline follow-back interview as a function of length of recall period

Buu, A., Li, R., Walton, M. A., Yang, H., Zimmerman, M. A. & Cunningham, R. M., Aug 2014, In : Substance Use and Misuse. 49, 10, p. 1259-1269 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

Characteristic and universal tensor product kernels

Szabó, Z. & Sriperumbudur, B. K., Jan 1 2018, In : Journal of Machine Learning Research. 18, p. 1-29 29 p.

Research output: Contribution to journalArticle

2 Scopus citations

Characteristic kernels on groups and semigroups

Fukumizu, K., Sriperumbudur, B., Gretton, A. & Schölkopf, B., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 473-480 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

44 Scopus citations

Characterization of extratropical transition using cluster analysis

Arnott, J. M., Evans, J. L. & Chiaromonte, F., Dec 1 2004, In : Monthly Weather Review. 132, 12, p. 2916-2937 22 p.

Research output: Contribution to journalArticle

24 Scopus citations

Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations

Yao, L., Li, J. & Wang, J. Z., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 73-76 4 p. 5414102. (Proceedings - International Conference on Image Processing, ICIP).

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

4 Scopus citations

Characterizing projected designs: Repeat and mirror-image runs

Draper, N. R. & Lin, D. K. J., Jan 1 1995, In : Communications in Statistics - Theory and Methods. 24, 3, p. 775-795 21 p.

Research output: Contribution to journalArticle

7 Scopus citations

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

7 Scopus citations

Checking the adequacy of partial linear models with missing covariates at random

Xu, W. & Guo, X., Jun 1 2013, In : Annals of the Institute of Statistical Mathematics. 65, 3, p. 473-490 18 p.

Research output: Contribution to journalArticle

4 Scopus citations

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

15 Scopus citations

Chemical restraint of fishers (Martes pennanti) with ketamine and medetomidine-ketamine

Dzialak, M. R., Serfass, T. L., Shumway, D. L., Hegde, L. M. & Blankenship, T. L., Jan 1 2002, In : Journal of Zoo and Wildlife Medicine. 33, 1, p. 45-51 7 p.

Research output: Contribution to journalArticle

7 Scopus citations

Child Weight Gain Trajectories Linked To Oral Microbiota Composition

Craig, S. J. C., Blankenberg, D., Parodi, A. C. L., Paul, I. M., Birch, L. L., Savage, J. S., Marini, M. E., Stokes, J. L., Nekrutenko, A., Reimherr, M., Chiaromonte, F. & Makova, K. D., Dec 1 2018, In : Scientific reports. 8, 1, 14030.

Research output: Contribution to journalArticle

7 Scopus citations

ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia

Landt, S. G., Marinov, G. K., Kundaje, A., Kheradpour, P., Pauli, F., Batzoglou, S., Bernstein, B. E., Bickel, P., Brown, J. B., Cayting, P., Chen, Y., DeSalvo, G., Epstein, C., Fisher-Aylor, K. I., Euskirchen, G., Gerstein, M., Gertz, J., Hartemink, A. J., Hoffman, M. M., Iyer, V. R. & 27 others, Jung, Y. L., Karmakar, S., Kellis, M., Kharchenko, P. V., Li, Q., Liu, T., Liu, X. S., Ma, L., Milosavljevic, A., Myers, R. M., Park, P. J., Pazin, M. J., Perry, M. D., Raha, D., Reddy, T. E., Rozowsky, J., Shoresh, N., Sidow, A., Slattery, M., Stamatoyannopoulos, J. A., Tolstorukov, M. Y., White, K. P., Xi, S., Farnham, P. J., Lieb, J. D., Wold, B. J. & Snyder, M., Sep 1 2012, In : Genome research. 22, 9, p. 1813-1831 19 p.

Research output: Contribution to journalReview article

793 Scopus citations

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

5 Scopus citations

Chi-square Tests for Generalized Estimating Equations with Possibly Misspecified Weights

Li, B. & Lindsay, B. G., Dec 1 1996, In : Scandinavian Journal of Statistics. 23, 4, p. 489-509 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

Circuit theory and model-based inference for landscape connectivity

Hanks, E. M. & Hooten, M. B., May 31 2013, In : Journal of the American Statistical Association. 108, 501, p. 22-33 12 p.

Research output: Contribution to journalArticle

30 Scopus citations

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. M., Yao, T., Mailman, R. B., Li, R. & Huang, X., Sep 27 2017, In : Frontiers in Neurology. 8, SEP, 501.

Research output: Contribution to journalArticle

5 Scopus citations

Classification and regression trees

Krzywinski, M. & Altman, N., Jul 28 2017, In : Nature methods. 14, 8, p. 757-758 2 p.

Research output: Contribution to journalShort survey

14 Scopus citations

Classifying objectionable websites based on image content

Wang, J. Z., Li, J., Wiederhold, G. & Firschein, O., Jan 1 1998, Interactive Distributed Multimedia Systems and Telecommunication Services - 5th International Workshop, IDMS 1998, Proceedings. Plagemann, T. & Goebel, V. (eds.). Springer Verlag, p. 114-124 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1483).

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

5 Scopus citations

Climate control of terrestrial carbon exchange across biomes and continents

Yi, C., Li, R., Wolbeck, J., Xu, X., Nilsson, M., Aires, L., Albertson, J. D., Ammann, C., Arain, M. A., De Araujo, A. C., Aubinet, M., Aurela, M., Barcza, Z., Barr, A., Berbigier, P., Beringer, J., Bernhofer, C., Black, A. T., Bolstad, P. V., Bosveld, F. C. & 130 others, Broadmeadow, M. S. J., Buchmann, N., Burns, S. P., Cellier, P., Chen, J., Chen, J., Ciais, P., Clement, R., Cook, B. D., Curtis, P. S., Dail, D. B., Dellwik, E., Delpierre, N., Desai, A. R., Dore, S., Dragoni, D., Drake, B. G., Dufrêne, E., Dunn, A., Elbers, J., Eugster, W., Falk, M., Feigenwinter, C., Flanagan, L. B., Foken, T., Frank, J., Fuhrer, J., Gianelle, D., Goldstein, A., Goulden, M., Granier, A., Grünwald, T., Gu, L., Guo, H., Hammerle, A., Han, S., Hanan, N. P., Haszpra, L., Heinesch, B., Helfter, C., Hendriks, D., Hutley, L. B., Ibrom, A., Jacobs, C., Johansson, T., Jongen, M., Katul, G., Kiely, G., Klumpp, K., Knohl, A., Kolb, T., Kutsch, W. L., Lafleu, P., Laurila, T., Leuning, R., Lindroth, A., Liu, H., Loubet, B., Manca, G., Marek, M., Margolis, H. A., Martin, T. A., Massman, W. J., Matamala, R., Matteucci, G., McCaughey, H., Merbold, L., Meyers, T., Migliavacca, M., Miglietta, F., Misson, L., Mölder, M., Moncrieff, J., Monson, R. K., Montagnani, L., Montes-Helu, M., Moors, E., Moureaux, C., Mukelabai, M. M., Munger, J. W., Myklebust, M., Nagy, Z., Noormets, A., Oechel, W., Oren, R., Gpallardy, S., Tha Paw U, K., Pereira, J. S., Pilegaard, K., Pintér, K., Pio, C., Pita, G., Powell, T. L., Rambal, S., Randerson, J. T., Von Randow, C., Rebmann, C., Rinne, J., Rossi, F., Roulet, N., Ryel, R. J., Sagerfors, J., Saigusa, N., Sanz, M. J., Mugnozza, G. S., Schmid, H. P., Seufert, G., Siqueira, M., Soussana, J. F., Starr, G., Sutton, M. A., Tenhunen, J., Tuba, Z., Tuovinen, J. P., Valentini, R., Vogel, C. S., Wang, J., Wang, S., Wang, W., Welp, L. R., Wen, X., Wharton, S., Wilkinson, M., Williams, C. A., Wohlfahrt, G., Yamamoto, S., Yu, G., Zampedri, R., Zhao, B. & Zhao, X., 2010, In : Environmental Research Letters. 5, 3, 034007.

Research output: Contribution to journalArticle

116 Scopus citations

Climate Projections Using Bayesian Model Averaging and Space-Time Dependence

Bhat, K. S., Haran, M., Terando, A. & Keller, K., Dec 1 2011, In : Journal of Agricultural, Biological, and Environmental Statistics. 16, 4, p. 606-628 23 p.

Research output: Contribution to journalArticle

22 Scopus citations

Clustering based on a multilayer mixture model

Li, J., Sep 1 2005, In : Journal of Computational and Graphical Statistics. 14, 3, p. 547-568 22 p.

Research output: Contribution to journalArticle

37 Scopus citations

Clustering of gene locations

Walters, E., Altman, N. S. & Elnitski, L., Jun 20 2006, In : Computational Statistics and Data Analysis. 50, 10, p. 2920-2932 13 p.

Research output: Contribution to journalArticle

Clustering via finite nonparametric ICA mixture models

Zhu, X. & Hunter, D. R., Mar 8 2019, In : Advances in Data Analysis and Classification. 13, 1, p. 65-87 23 p.

Research output: Contribution to journalArticle