Concepedia

Statistical Workflow Automation

Statistical Workflow Automation is a systematic framework in statistical software development that orchestrates and streamlines sequential data analysis tasks—including data preprocessing, model execution, and result documentation—through programmable, reproducible pipelines to minimize manual intervention and enhance computational efficiency, accuracy, and scalability.

10

Publications

412

Citations

33

Authors

22

Institutions

Publications per year

2017–2026

6

Parents

Publications

10

MetaboLyzer: A Novel Statistical Workflow for Analyzing Postprocessed LC–MS Metabolomics Data

Tytus D. Mak, Evagelia C. Laiakis, Maryam Goudarzi et al. · Analytical Chemistry · 2013 · 113 citations

, , +13

Carrying out streamlined routine data analyses with reports for observational studies: introduction to a series of generic SAS® macros

Yuan Liu, Dana Nickleach, Chao Zhang et al. · F1000Research · 2018 · 89 citations · Full text

, , +9

Carrying out streamlined routine data analyses with reports for observational studies: introduction to a series of generic SAS® macros

Yuan Liu, Dana Nickleach, Chao Zhang et al. · F1000Research · 2019 · 73 citations · Full text

, , +9

Automating bibliometric analyses using Taverna scientific workflows: A tutorial on integrating Web Services

Arzu Tuğçe Güler, Cathelijn J. F. Waaijer, Yassene Mohammed et al. · Journal of Informetrics · 2016 · 45 citations · Full text

, , +16

Statistics Ready for a Revolution: Next Generation of Statisticians Must Build Tools for Massive Data Sets

Mark J. van der Laan, Sherri Rose · AMSTAT news: the membership magazine of the American Statistical Association · 2010 · 21 citations

, , +13

1–5 of 10

Authors

33

  1. CZ
    Chao Zhang

    Emory University, United States

    2 publications · 162 citations

    2

    h-index

  2. DN
    Dana Nickleach

    Emory University, United States

    2 publications · 162 citations

    2

    h-index

  3. YL
    Yuan Liu

    Emory University, United States

    2 publications · 162 citations

    2

    h-index

  4. JK
    Jeanne Kowalski

    Johns Hopkins University, United States

    2 publications · 162 citations

    2

    h-index

  5. JM
    Jeffrey M. Switchenko

    Emory University, United States

    2 publications · 162 citations

    2

    h-index

1–5 of 33

Institutions

22

  1. Emory University

    Atlanta, United States

    2 h-index

    10 publications

    810 citations

  2. Institut Agro Dijon

    Dijon, France

    1 h-index

    1 publications

    12 citations

  3. Leiden University

    Leiden, The Netherlands

    1 h-index

    1 publications

    45 citations

  4. Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

    Paris, France

    1 h-index

    8 publications

    96 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    3 publications

    36 citations

  6. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    73 citations

  7. Institut polytechnique de Grenoble

    Grenoble, France

    1 h-index

    1 publications

    12 citations

  8. Université Grenoble Alpes

    Saint-Martin-d'Hères, France

    1 h-index

    1 publications

    12 citations

1–8 of 22

Venues

  1. F1000Research

    2 publications · 162 citations

    2

    h-index

  2. Computers & Geosciences

    CAGEO · 1 publications · 21 citations

    1

    h-index

  3. SMU Scholar (Southern Methodist University)

    Repository · 1 publications · 13 citations

    1

    h-index

  4. Journal of Informetrics

    1 publications · 45 citations

    1

    h-index

  5. Journal of Economic Surveys

    1 publications · 12 citations

    1

    h-index

1–5