Center for Statistical Genetics

  • United States

Research Output 1982 2019

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Short survey
2018
3 Citations (Scopus)

Points of significance: Machine learning: Supervised methods

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

Research output: Contribution to journalShort survey

Learning systems
Supervised Machine Learning
33 Citations (Scopus)

Points of Significance: Statistics versus machine learning

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

Research output: Contribution to journalShort survey

Statistical Data Interpretation
Genetic Models
Gene Expression Regulation
Machine Learning
5 Citations (Scopus)

The curse(s) of dimensionality this-month

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

Research output: Contribution to journalShort survey

Statistical Data Interpretation
Research Design
2017
7 Citations (Scopus)

Classification and regression trees

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

Research output: Contribution to journalShort survey

19 Citations (Scopus)

Points of Significance: Clustering

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

Research output: Contribution to journalShort survey

Cluster Analysis
11 Citations (Scopus)

Points of Significance: Ensemble methods: Bagging and random forests

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

Research output: Contribution to journalShort survey

Forests
10 Citations (Scopus)

Points of Significance: Interpreting P values

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

Research output: Contribution to journalShort survey

9 Citations (Scopus)

Points of Significance: Machine learning: A primer

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

Research output: Contribution to journalShort survey

Biological Models
Hormones
Sensitivity and Specificity
Machine Learning
2016
21 Citations (Scopus)

Points of significance: P values and the search for significance

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

Research output: Contribution to journalShort survey

19 Citations (Scopus)

Points of Significance: Analyzing outliers: Influential or nuisance?

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

Research output: Contribution to journalShort survey

Biological Models
Statistical Data Interpretation
Statistical Models
Regression analysis
Computer Simulation
65 Citations (Scopus)

Points of Significance: Model selection and overfitting

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

Research output: Contribution to journalShort survey

37 Citations (Scopus)

Points of Significance: Classification evaluation

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

Research output: Contribution to journalShort survey

2015
5 Citations (Scopus)

A unifying experimental design for dissecting tree genomes

Sun, L., Zhu, X., Zhang, Q. & Wu, R., Aug 1 2015, In : Trends in Plant Science. 20, 8, p. 473-476 4 p.

Research output: Contribution to journalShort survey

chromosome mapping
experimental design
genome
quantitative genetics
forest trees
18 Citations (Scopus)

Points of Significance: Bayes' theorem

Puga, J. L., Krzywinski, M. & Altman, N. S., Jan 1 2015, In : Nature Methods. 12, 4, p. 277-278 2 p.

Research output: Contribution to journalShort survey

Biomarkers
2014
14 Citations (Scopus)

Comparing samples-part i

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

Research output: Contribution to journalShort survey

Drug therapy
Statistical Data Interpretation
9 Citations (Scopus)

Points of significance: Sources of variation

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

Research output: Contribution to journalShort survey

Reproducibility of Results
Uncertainty
46 Citations (Scopus)

Points of significance: Replication

Blainey, P., Krzywinski, M. & Altman, N. S., Sep 1 2014, In : Nature Methods. 11, 9, p. 879-880 2 p.

Research output: Contribution to journalShort survey

Animals
RNA
Computer simulation
Statistical Data Interpretation
Statistical Models
10 Citations (Scopus)

Points of Significance: Two-factor designs

Krzywinski, M. & Altman, N. S., Jan 1 2014, In : Nature Methods. 11, 12, p. 1187-1188 2 p.

Research output: Contribution to journalShort survey

Analysis of variance (ANOVA)
Statistical Data Interpretation
Statistical Models