Literature DB >> 30985531

Countering the Curse of Dimensionality: Exploring Data-generating Mechanisms Through Participant Observation and Mechanistic Modeling.

Alan Hubbard1, James Trostle2, Ivan Cangemi3, Joseph N S Eisenberg3.   

Abstract

Entities:  

Year:  2019        PMID： 30985531      PMCID： PMC6548691          DOI： 10.1097/EDE.0000000000001025

Source DB:  PubMed          Journal:  Epidemiology        ISSN： 1044-3983            Impact factor:   4.822


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  27 in total

1.  Ross's a priori pathometry - a perspective.

Authors:  P E Fine
Journal:  Proc R Soc Med       Date:  1975-09

Review 2.  Multilevel analysis in public health research.

Authors:  A V Diez-Roux
Journal:  Annu Rev Public Health       Date:  2000       Impact factor: 21.981

Review 3.  A future for epidemiology?

Authors:  S Schwartz; E Susser; M Susser
Journal:  Annu Rev Public Health       Date:  1999       Impact factor: 21.981

4.  Prisoners of the proximate: loosening the constraints on epidemiology in an age of change.

Authors:  A J McMichael
Journal:  Am J Epidemiol       Date:  1999-05-15       Impact factor: 4.897

5.  Eco-epidemiology: thinking outside the black box.

Authors:  Ezra Susser
Journal:  Epidemiology       Date:  2004-09       Impact factor: 4.822

Review 6.  An introduction to causal inference.

Authors:  Judea Pearl
Journal:  Int J Biostat       Date:  2010-02-26       Impact factor: 0.968

Review 7.  Why most discovered true associations are inflated.

Authors:  John P A Ioannidis
Journal:  Epidemiology       Date:  2008-09       Impact factor: 4.822

8.  Size matters: just how big is BIG?: Quantifying realistic sample size requirements for human genome epidemiology.

Authors:  Paul R Burton; Anna L Hansell; Isabel Fortier; Teri A Manolio; Muin J Khoury; Julian Little; Paul Elliott
Journal:  Int J Epidemiol       Date:  2008-08-01       Impact factor: 7.196

9.  Super-spreaders in infectious diseases.

Authors:  Richard A Stein
Journal:  Int J Infect Dis       Date:  2011-07-06       Impact factor: 3.623

10.  Environmental determinants of infectious disease: a framework for tracking causal links and guiding public health research.

Authors:  Joseph N S Eisenberg; Manish A Desai; Karen Levy; Sarah J Bates; Song Liang; Kyra Naumoff; James C Scott
Journal:  Environ Health Perspect       Date:  2007-08       Impact factor: 9.031
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  1 in total

1.  Epidemiology beyond its limits.

Authors:  Lauren E McCullough; Maret L Maliniak; Avnika B Amin; Julia M Baker; Davit Baliashvili; Julie Barberio; Chloe M Barrera; Carolyn A Brown; Lindsay J Collin; Alexa A Freedman; David C Gibbs; Maryam B Haddad; Eric W Hall; Sarah Hamid; Kristin R V Harrington; Aaron M Holleman; John A Kaufman; Mohammed A Khan; Katie Labgold; Veronica C Lee; Amyn A Malik; Laura M Mann; Kristin J Marks; Kristin N Nelson; Zerleen S Quader; Katherine Ross-Driscoll; Supriya Sarkar; Monica P Shah; Iris Y Shao; Jonathan P Smith; Kaitlyn K Stanhope; Marisol Valenzuela-Lara; Miriam E Van Dyke; Kartavya J Vyas; Timothy L Lash
Journal:  Sci Adv       Date:  2022-06-08       Impact factor: 14.957
  1 in total

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