Literature DB >> 29977100

A practical guide to big data.

Ekaterina Smirnova1, Andrada Ivanescu2, Jiawei Bai3, Ciprian M Crainiceanu4.   

Abstract

Big Data is increasingly prevalent in science and data analysis. We provide a short tutorial for adapting to these changes and making the necessary adjustments to the academic culture to keep Biostatistics truly impactful in scientific research.

Entities:  

Year:  2018        PMID： 29977100      PMCID： PMC6028050          DOI： 10.1016/j.spl.2018.02.014

Source DB:  PubMed          Journal:  Stat Probab Lett        ISSN： 0167-7152            Impact factor:   0.870


  9 in total

Review 1.  Evaluating fMRI preprocessing pipelines.

Authors:  Stephen C Strother
Journal:  IEEE Eng Med Biol Mag       Date:  2006 Mar-Apr

2.  On the design and analysis of gene expression studies in human populations.

Authors:  Joshua M Akey; Shameek Biswas; Jeffrey T Leek; John D Storey
Journal:  Nat Genet       Date:  2007-07       Impact factor: 38.330

3.  TOBACCO SMOKING AND LONGEVITY.

Authors:  R Pearl
Journal:  Science       Date:  1938-03-04       Impact factor: 47.728

Review 4.  Orchestrating high-throughput genomic analysis with Bioconductor.

Authors:  Wolfgang Huber; Vincent J Carey; Robert Gentleman; Simon Anders; Marc Carlson; Benilton S Carvalho; Hector Corrada Bravo; Sean Davis; Laurent Gatto; Thomas Girke; Raphael Gottardo; Florian Hahne; Kasper D Hansen; Rafael A Irizarry; Michael Lawrence; Michael I Love; James MacDonald; Valerie Obenchain; Andrzej K Oleś; Hervé Pagès; Alejandro Reyes; Paul Shannon; Gordon K Smyth; Dan Tenenbaum; Levi Waldron; Martin Morgan
Journal:  Nat Methods       Date:  2015-02       Impact factor: 28.547

Review 5.  The secret lives of experiments: methods reporting in the fMRI literature.

Authors:  Joshua Carp
Journal:  Neuroimage       Date:  2012-07-10       Impact factor: 6.556

6.  Neuroconductor: an R platform for medical imaging analysis.

Authors:  John Muschelli; Adrian Gherman; Jean-Philippe Fortin; Brian Avants; Brandon Whitcher; Jonathan D Clayden; Brian S Caffo; Ciprian M Crainiceanu
Journal:  Biostatistics       Date:  2019-04-01       Impact factor: 5.899

7.  Movelets: A dictionary of movement.

Authors:  Jiawei Bai; Jeff Goldsmith; Brian Caffo; Thomas A Glass; Ciprian M Crainiceanu
Journal:  Electron J Stat       Date:  2012       Impact factor: 1.125

Review 8.  Tackling the widespread and critical impact of batch effects in high-throughput data.

Authors:  Jeffrey T Leek; Robert B Scharpf; Héctor Corrada Bravo; David Simcha; Benjamin Langmead; W Evan Johnson; Donald Geman; Keith Baggerly; Rafael A Irizarry
Journal:  Nat Rev Genet       Date:  2010-09-14       Impact factor: 53.242

9.  On the distribution of underlying causes of death.

Authors:  A M Gittelsohn
Journal:  Am J Public Health       Date:  1982-02       Impact factor: 9.308
  9 in total

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