Research Output

Short survey

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

Comparing samples-part i

Krzywinski, M. & Altman, N., Jan 1 2014, In : Nature methods. 11, 3, p. 215-216 2 p.

Research output: Contribution to journalShort survey

18 Scopus citations

Points of significance: Sources of variation

Altman, N. & Krzywinski, M., Jan 1 2014, In : Nature methods. 12, 1, p. 5-6 2 p.

Research output: Contribution to journalShort survey

10 Scopus citations

Points of significance: Replication

Blainey, P., Krzywinski, M. & Altman, N., Sep 2014, In : Nature methods. 11, 9, p. 879-880 2 p.

Research output: Contribution to journalShort survey

58 Scopus citations

Points of significance: P values and the search for significance

Altman, N. & Krzywinski, M., Dec 29 2016, In : Nature methods. 14, 1, p. 3-4 2 p.

Research output: Contribution to journalShort survey

28 Scopus citations

Points of significance: Machine learning: Supervised methods

Bzdok, D., Krzywinski, M. & Altman, N., Jan 3 2018, In : Nature methods. 15, 1, p. 5-6 2 p.

Research output: Contribution to journalShort survey

16 Scopus citations

Points of Significance: Classification evaluation

Lever, J., Krzywinski, M. & Altman, N., Jul 28 2016, In : Nature methods. 13, 8, p. 603-604 2 p.

Research output: Contribution to journalShort survey

48 Scopus citations

Points of Significance: Model selection and overfitting

Lever, J., Krzywinski, M. & Altman, N., Aug 30 2016, In : Nature methods. 13, 9, p. 703-704 2 p.

Research output: Contribution to journalShort survey

92 Scopus citations

Points of Significance: Machine learning: A primer

Bzdok, D., Krzywinski, M. & Altman, N., Dec 1 2017, In : Nature methods. 14, 12, p. 1119-1120 2 p.

Research output: Contribution to journalShort survey

13 Scopus citations

Points of Significance: Analyzing outliers: Influential or nuisance?

Altman, N. & Krzywinski, M., Mar 30 2016, In : Nature methods. 13, 4, p. 281-282 2 p.

Research output: Contribution to journalShort survey

22 Scopus citations

Points of Significance: Two-factor designs

Krzywinski, M. & Altman, N., Nov 25 2014, In : Nature methods. 11, 12, p. 1187-1188 2 p.

Research output: Contribution to journalShort survey

10 Scopus citations

Points of Significance: Clustering

Altman, N. & Krzywinski, M., May 30 2017, In : Nature methods. 14, 6, p. 545-546 2 p.

Research output: Contribution to journalShort survey

25 Scopus citations

Points of Significance: Statistics versus machine learning

Bzdok, D., Altman, N. & Krzywinski, M., Apr 3 2018, In : Nature methods. 15, 4, p. 233-234 2 p.

Research output: Contribution to journalShort survey

67 Scopus citations

Points of Significance: Ensemble methods: Bagging and random forests

Altman, N. & Krzywinski, M., Oct 1 2017, In : Nature methods. 14, 10, p. 933-934 2 p.

Research output: Contribution to journalShort survey

15 Scopus citations

Points of Significance: Bayes' theorem

Puga, J. L., Krzywinski, M. & Altman, N., Mar 31 2015, In : Nature methods. 12, 4, p. 277-278 2 p.

Research output: Contribution to journalShort survey

21 Scopus citations

Points of Significance: Interpreting P values

Altman, N. & Krzywinski, M., Feb 28 2017, In : Nature methods. 14, 3, p. 213-214 2 p.

Research output: Contribution to journalShort survey

15 Scopus citations

The curse(s) of dimensionality this-month

Altman, N. & Krzywinski, M., Jun 1 2018, In : Nature methods. 15, 6, p. 399-400 2 p.

Research output: Contribution to journalShort survey

16 Scopus citations
Review article

11 Response surface designs

Draper, N. R. & Lin, D. K. J., Dec 1 1996, In : Handbook of Statistics. 13, p. 343-375 33 p.

Research output: Contribution to journalReview article

27 Scopus citations

19 Bootstrap methodology

Babu, G. J. & Radhakrishna Rao, C., Dec 1 1993, In : Handbook of Statistics. 9, p. 627-659 33 p.

Research output: Contribution to journalReview article

15 Scopus citations

20 Data-based sampling and model-based estimation for environmental resources

Patil, G. P., Babu, G. J., Hennemuth, R. C., Myers, W. L., Rajarshi, M. B. & Taillie, C., Dec 1 1988, In : Handbook of Statistics. 6, p. 489-513 25 p.

Research output: Contribution to journalReview article

1 Scopus citations

20 Statistical analysis with incomplete data: A selective review

Akritas, M. G. & LaValley, M. P., Dec 1 1997, In : Handbook of Statistics. 15, p. 551-632 82 p.

Research output: Contribution to journalReview article

7 Scopus citations

7 Statistical analysis of censored environmental data

Akritas, M. G., Ruscitti, T. F. & Patil, G. P., Dec 1 1994, In : Handbook of Statistics. 12, p. 221-242 22 p.

Research output: Contribution to journalReview article

13 Scopus citations

Accelerating computation in Markov random field models for spatial data via structured MCMC

Haran, M., Hodges, J. S. & Carlin, B. P., Jun 1 2003, In : Journal of Computational and Graphical Statistics. 12, 2, p. 249-264 16 p.

Research output: Contribution to journalReview article

10 Scopus citations

A graphical comparison of supersaturated designs

Balkin, S. D. & Lin, D. K. J., Jan 1 1998, In : Communications in Statistics - Theory and Methods. 27, 6, p. 1289-1303 15 p.

Research output: Contribution to journalReview article

6 Scopus citations

A note on small composite designs for sequential experimentation

Nguyen, N. K. & Lin, D. K. J., Mar 1 2011, In : Journal of Statistical Theory and Practice. 5, 1, p. 109-117 9 p.

Research output: Contribution to journalReview article

11 Scopus citations

A review of dynamic network models with latent variables

Kim, B., Lee, K. H., Xue, L. & Niu, X., Jan 1 2018, In : Statistics Surveys. 12, p. 105-135 31 p.

Research output: Contribution to journalReview article

15 Scopus citations

A selective overview of feature screening for ultrahigh-dimensional data

Liu, J. Y., Zhong, W. & Li, R. Z., Oct 29 2015, In : Science China Mathematics. 58, 10

Research output: Contribution to journalReview article

21 Scopus citations

Bayesian Inference in the Presence of Intractable Normalizing Functions

Park, J. & Haran, M., Jul 3 2018, In : Journal of the American Statistical Association. 113, 523, p. 1372-1390 19 p.

Research output: Contribution to journalReview article

4 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

Computational predictions of the site of metabolism of cytochrome P450 2D6 substrates: Comparative analysis, molecular docking, bioactivation and toxicological implications

Ford, K. A., Ryslik, G., Sodhi, J., Halladay, J., Diaz, D., Dambach, D. & Masuda, M., Jul 3 2015, In : Drug Metabolism Reviews. 47, 3, p. 291-319 29 p.

Research output: Contribution to journalReview article

6 Scopus citations

Conditional inference given partial information in contingency tables using Markov bases

Karwa, V. & Slavkovic, A. B., May 1 2013, In : Wiley Interdisciplinary Reviews: Computational Statistics. 5, 3, p. 207-218 12 p.

Research output: Contribution to journalReview article

4 Scopus citations

Confronting models with data: The challenges of estimating disease spillover

Cross, P. C., Prosser, D. J., Ramey, A. M., Hanks, E. M. & Pepin, K. M., Sep 30 2019, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 374, 1782, 20180435.

Research output: Contribution to journalReview article

3 Scopus citations

Defining and unraveling biocomplexity

Michener, W. K., Baerwald, T. J., Firth, P., Palmer, M. A., Rosenberger, J. L., Sandlin, E. A. & Zimmerman, H., Jan 1 2001, In : BioScience. 51, 12, p. 1018-1023 6 p.

Research output: Contribution to journalReview article

134 Scopus citations

Editorial

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

Research output: Contribution to journalReview article

Improvements in prevalence trend fitting and incidence estimation in EPP 2013

Brown, T., Bao, L., Eaton, J. W., Hogan, D. R., Mahy, M., Marsh, K., Mathers, B. M. & Puckett, R., Nov 11 2014, In : AIDS. 28, p. S415-S425

Research output: Contribution to journalReview article

30 Scopus citations

Incorporating incidence information within the UNAIDS estimation and projection package framework: A study based on simulated incidence assay data

Bao, L., Ye, J. & Hallett, T. B., Nov 11 2014, In : AIDS. 28, p. S515-S522

Research output: Contribution to journalReview article

8 Scopus citations

Inference in curved exponential family models for networks

Hunter, D. R. & Handcock, M. S., Sep 1 2006, In : Journal of Computational and Graphical Statistics. 15, 3, p. 565-583 19 p.

Research output: Contribution to journalReview article

246 Scopus citations

Kernel mean embedding of distributions: A review and beyond

Muandet, K., Fukumizu, K., Sriperumbudur, B. & Schölkopf, B., Jan 1 2017, In : Foundations and Trends in Machine Learning. 10, 1-2, p. 1-141 141 p.

Research output: Contribution to journalReview article

57 Scopus citations

Kernel mean shrinkage estimators

Muandet, K., Sriperumbudur, B., Fukumizu, K., Gretton, A. & Schölkopf, B., Apr 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalReview article

12 Scopus citations

Locally efficient semiparametric estimators for generalized skew-elliptical distributions

Ma, Y., Genton, M. G. & Tsiatis, A. A., Sep 1 2005, In : Journal of the American Statistical Association. 100, 471, p. 980-989 10 p.

Research output: Contribution to journalReview article

28 Scopus citations

Modes of inference for evaluating the confidence of peptide identifications

Fitzgibbon, M., Li, Q. & McIntosh, M., Jan 1 2008, In : Journal of Proteome Research. 7, 1, p. 34-39 6 p.

Research output: Contribution to journalReview article

30 Scopus citations

Multiresponse systems optimization using a goal attainment approach

Xu, K., Lin, D. K. J., Tang, L. C. & Xie, M., May 1 2004, In : IIE Transactions (Institute of Industrial Engineers). 36, 5, p. 433-445 13 p.

Research output: Contribution to journalReview article

51 Scopus citations

Multi-scale biological and physical modelling of the tumour micro-environment

Kunz, R. F., Gaskin, B. J., Li, Q., Davanloo-Tajbakhsh, S. & Dong, C., Feb 2 2015, In : Drug Discovery Today: Disease Models. 16, p. 7-15 9 p.

Research output: Contribution to journalReview article

1 Scopus citations

On sets of time and space averages for continuous functions on a configuration space

Gurevich, B. M. & Tempel'man, A. A., Mar 1 2003, In : Russian Mathematical Surveys. 58, 2, p. 370-371 2 p.

Research output: Contribution to journalReview article

2 Scopus citations

Parametric and nonparametric models and methods in financial econometrics

Zhao, Z., Dec 1 2007, In : Statistics Surveys. 1, p. 1-42 42 p.

Research output: Contribution to journalReview article

1 Scopus citations

Piecing together the past: Statistical insights into paleoclimatic reconstructions

Tingley, M. P., Craigmile, P. F., Haran, M., Li, B., Mannshardt, E. & Rajaratnam, B., Mar 5 2012, In : Quaternary Science Reviews. 35, p. 1-22 22 p.

Research output: Contribution to journalReview article

107 Scopus citations
1 Scopus citations

Preserving the confidentiality of categorical statistical data bases when releasing information for association rules

Fienberg, S. E. & Slavkovic, A. B., Sep 1 2005, In : Data Mining and Knowledge Discovery. 11, 2, p. 155-180 26 p.

Research output: Contribution to journalReview article

27 Scopus citations

Private forest landowners: Estimating population parameters

Metcalf, A. L., Finley, J. C., Luloff, A. E., Shumway, D. & Stedman, R. C., Oct 1 2012, In : Journal of Forestry. 110, 7, p. 362-370 9 p.

Research output: Contribution to journalReview article

5 Scopus citations

Random walks as motivational material in introductory statistics and probability courses

Fisher, L. A. & Richards, D., Nov 1 2004, In : American Statistician. 58, 4, p. 310-316 7 p.

Research output: Contribution to journalReview article

1 Scopus citations