Detecting and avoiding likely false‐positive findings–a practical guide

W Forstmeier, EJ Wagenmakers… - Biological Reviews, 2017 - Wiley Online Library
Recently there has been a growing concern that many published research findings do not
hold up in attempts to replicate them. We argue that this problem may originate from a …

Publication bias examined in meta-analyses from psychology and medicine: A meta-meta-analysis

RCM Van Aert, JM Wicherts, MALM Van Assen - PloS one, 2019 - journals.plos.org
Publication bias is a substantial problem for the credibility of research in general and of meta-
analyses in particular, as it yields overestimated effects and may suggest the existence of …

Why, when and how to adjust your P values?

M Jafari, N Ansari-Pour - Cell Journal (Yakhteh), 2018 - pmc.ncbi.nlm.nih.gov
Currently, numerous papers are published reporting analysis of biological data at different
omics levels by making statistical inferences. Of note, many studies, as those published in …

The power of microbiome studies: some considerations on which alpha and beta metrics to use and how to report results

JG Kers, E Saccenti - Frontiers in microbiology, 2022 - frontiersin.org
Background Since sequencing techniques have become less expensive, larger sample
sizes are applicable for microbiota studies. The aim of this study is to show how, and to what …

Is science really facing a reproducibility crisis, and do we need it to?

D Fanelli - Proceedings of the National Academy of …, 2018 - National Acad Sciences
Efforts to improve the reproducibility and integrity of science are typically justified by a
narrative of crisis, according to which most published results are unreliable due to growing …

[HTML][HTML] The extent and consequences of p-hacking in science

ML Head, L Holman, R Lanfear, AT Kahn… - PLoS …, 2015 - journals.plos.org
A focus on novel, confirmatory, and statistically significant results leads to substantial bias in
the scientific literature. One type of bias, known as “p-hacking,” occurs when researchers …

50 years of data science

D Donoho - Journal of Computational and Graphical Statistics, 2017 - Taylor & Francis
More than 50 years ago, John Tukey called for a reformation of academic statistics. In “The
Future of Data Analysis,” he pointed to the existence of an as-yet unrecognized science …

Evolution of reporting P values in the biomedical literature, 1990-2015

D Chavalarias, JD Wallach, AHT Li, JPA Ioannidis - Jama, 2016 - jamanetwork.com
Importance The use and misuse ofPvalues has generated extensive debates. Objective To
evaluate in large scale thePvalues reported in the abstracts and full text of biomedical …

What should researchers expect when they replicate studies? A statistical view of replicability in psychological science

P Patil, RD Peng, JT Leek - Perspectives on Psychological …, 2016 - journals.sagepub.com
A recent study of the replicability of key psychological findings is a major contribution toward
understanding the human side of the scientific process. Despite the careful and nuanced …

Replicability and prediction: lessons and challenges from GWAS

UM Marigorta, JA Rodríguez, G Gibson, A Navarro - Trends in Genetics, 2018 - cell.com
Since the publication of the Wellcome Trust Case Control Consortium (WTCCC) landmark
study a decade ago, genome-wide association studies (GWAS) have led to the discovery of …