Five ways to fix statistics

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Nature

• Publication date

  2017-11-01

• Fields of study

  Mathematics, Medicine

• Identifiers
  DOI 10.1038/d41586-017-07522-zPMID 32080665
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• The reproducibility of research and the misinterpretation of p-values

  2017cited by this paper
• Machine learning of neural representations of suicide and emotion concepts identifies suicidal youth

  2017cited by this paper
• Title: Redefine Statistical Significance

  2017cited by this paper
• Explanation implies causation?

  2017cited by this paper
• The ASA Statement on p-Values: Context, Process, and Purpose

  2016cited by this paper
• A Single Exposure to the American Flag Shifts Support Toward Republicanism up to 8 Months Later

  2011cited by this paper
• Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods

  1984cited by this paper

• Examining the moment-to-moment association between drinking and problems: The moderating role of emotional functioning.

  2025cites this paper
• Mostly harmless econometrics? Statistical paradigms in the ‘top five’ from 2000 to 2018

  2025cites this paper
• Impact of a multicomponent training intervention (Clean FrontLine) on microbiological cleanliness in Cambodian referral hospitals: a multicentre, stepped-wedge, cluster-randomised trial.

  2025cites this paper
• Effects of wetland foraging and body size on bison hair sulfur, nitrogen, and carbon isotope compositions: Implications for wildlife conservation, archaeology, and palaeoecology

  2025cites this paper
• Quantifying convergence and consistency

  2024cites this paper
• Applications and Challenges of Statistics in Large-Scale Data Mining

  2024cites this paper
• Teaching students to R3eason, not merely to solve problem sets: The role of philosophy and visual data communication in accessible data science education

  2023cites this paper
• Trajectory classes of engagement with an alcohol text message intervention and predictors of intervention engagement.

  2023cites this paper
• What can mathematical modelling contribute to a sociology of quantification?

  2023cites this paper
• Emotion differentiation in early recovery from alcohol use disorder: Associations with in‐the‐moment affect and 3‐month drinking outcomes

  2022cites this paper
• Person-centered patterns of substance use during the COVID-19 pandemic and their associations with COVID-related impacts on health and personal finances in young Black and White women

  2022cites this paper
• “A statistically non-significant difference”: Do we have to change the rules or our way of thinking?

  2022cites this paper
• Machine learning in concrete science: applications, challenges, and best practices

  2022cites this paper
• Problems with the current practice of spectral analysis in cyclostratigraphy: Avoiding false detection of regular cyclicity

  2022cites this paper
• A toolkit for open and pluralistic conservation science

  2022cites this paper
• A review of time-dependent reliability analyses of slopes: research progress, influencing factors, and future research directions

  2022cites this paper
• Person-centered patterns of substance use during the COVID-19 pandemic and their associations with COVID-related impacts on health and personal finances in young Black and White women

  2022cites this paper
• An observational analysis of the trope “A p-value of < 0.05 was considered statistically significant” and other cut-and-paste statistical methods

  2022cites this paper
• What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think

  2021cites this paper
• Insights Into Transcriptome Profiles Associated With Wooden Breast Myopathy in Broilers Slaughtered at the Age of 6 or 7 Weeks

  2021cites this paper
• The future of evaluation of child and adolescent psychiatric treatments

  2021cites this paper
• Power Analysis for Null Hypothesis Significance Testing.

  2021cites this paper
• Popularity leads to bad habits: Alternatives to “the statistics” routine of significance, “alphabet soup” and dynamite plots

  2021cites this paper
• Factors that contribute to the elongation of drumlins beneath the Green Bay Lobe, Laurentide Ice Sheet

  2021cites this paper
• Evidence from two cohorts for the frailty syndrome as an emergent state of parallel dysregulation in multiple physiological systems

  2020cites this paper
• Targeting Learning: Robust Statistics for Reproducible Research

  2020cites this paper
• Statistical Significance Testing for Natural Language Processing

  2020cites this paper
• The cellular prion protein is a stress protein secreted by renal tubular cells and a urinary marker of kidney injury

  2020cites this paper
• Physician’s feedback on a clinical pharmacy program on geriatric wards

  2020cites this paper
• Evidence from two cohorts for the frailty syndrome as an emergent state of parallel dysregulation in multiple physiological systems

  2020cites this paper
• Reduced representation characterization of genetic and epigenetic 1 differentiation to oil pollution in the foundation plant Spartina alterniflora 2

  2020cites this paper
• The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support

  2020cites this paper
• Entropic Ranks: A Methodology for Enhanced, Threshold-Free, Information-Rich Data Partition and Interpretation

  2020cites this paper
• Effect Sizes, Power, and Biases in Intelligence Research: A Meta-Meta-Analysis

  2020cites this paper
• Combining epiGBS markers with long read transcriptome sequencing to assess differentiation associated with habitat in Reynoutria (aka Fallopia)

  2020cites this paper
• Power Analysis for Null Hypothesis Significance Testing.

  2020cites this paper
• Measuring affective states from technical debt

  2020cites this paper
• Transcriptional Profiles of Skeletal Muscle Associated With Increasing Severity of White Striping in Commercial Broilers

  2020cites this paper
• Childhood obesity intervention studies: A narrative review and guide for investigators, authors, editors, reviewers, journalists, and readers to guard against exaggerated effectiveness claims

  2019cites this paper
• A Pilot Study on Posterior Polyethylene Tethers to Prevent Proximal Junctional Kyphosis After Multilevel Spinal Instrumentation for Adult Spinal Deformity.

  2019cites this paper
• Medication review in older adults: Importance of time to benefit

  2019cites this paper
• Replicability and randomization test logic in behavior analysis.

  2019cites this paper
• An environmental cleaning bundle and health-care-associated infections in hospitals (REACH): a multicentre, randomised trial.

  2019cites this paper
• Cyclostratigraphy and the problem of astrochronologic testing

  2019cites this paper
• Towards more effective and transferable transition experiments: learning through stratification

  2019cites this paper
• The importance of sample size in marine megafauna tagging studies.

  2019cites this paper
• P value functions: An underused method to present research results and to promote quantitative reasoning

  2019cites this paper
• An Information Theoretic Approach to Model Selection: A Tutorial with Monte Carlo Confirmation

  2019cites this paper
• Objective classification and scoring of movement deficiencies in patients with anterior cruciate ligament reconstruction

  2019cites this paper
• On de-bunking “Fake News” in the post-truth era: How to reduce statistical error in research

  2019cites this paper
• A non-parametric significance test to compare corpora

  2019cites this paper
• Factoring a 2 x 2 contingency table

  2019cites this paper
• Overhauling Ocean Spatial Planning to Improve Marine Megafauna Conservation

  2019cites this paper
• Use of multivariate statistical methods for the analysis of metabolomic data

  2019cites this paper
• Contextual language understanding Thoughts on Machine Learning in Natural Language Processing

  2019cites this paper
• The Hard Look Doctrine: How Disparate Impact Theory Can Inform Agencies on Proper Implementation of NEPA Regulations

  2019cites this paper
• Confronting p-hacking: addressing p-value dependence on sample size

  2019cites this paper
• Evaluation

  2019cites this paper
• Promoting reproducibility-by-design in statistical offices

  2019cites this paper
• “Show me your code, and then I will trust your figures”: Towards software-agnostic open algorithms in statistical production 1

  2019cites this paper
• Empowering and interacting with statistical produsers: a practical example with Eurostat data as a service

  2019cites this paper
• Policy-Led Comparative Environmental Risk Assessment of Genetically Modified Crops: Testing for Increased Risk Rather Than Profiling Phenotypes Leads to Predictable and Transparent Decision-Making

  2018cites this paper
• In the pursuit of the holy grail of forensic science – Spectroscopic studies on the estimation of time since deposition of bloodstains

  2018cites this paper
• Analyzing Human Movements - Introducing A Framework To Extract And Evaluate Biomechanical Data

  2018cites this paper
• Reduced-representation bisulfite sequencing finds epigenome-wide response to oil pollution in the foundation plant Spartina alterniflora

  2018cites this paper
• There is information in the tails: Outliers in the food safety attitude-behaviour gap

  2018cites this paper
• Perspective from the Literature on the Role of Expert Judgment in Scientific and Statistical Research and Practice

  2018cites this paper
• Should significance testing be abandoned in machine learning?

  2018cites this paper
• Működési zavarok és megújulási törekvések a tudományos pszichológiában, a 21. század elején

  2018cites this paper
• Poor statistical reporting, inadequate data presentation and spin persist despite editorial advice

  2018cites this paper
• Enough Power to Build a Strong Case for Clinical Pharmacy Services?

  2018cites this paper
• Pacing of Paleozoic macroevolutionary rates by Milankovitch grand cycles

  2018cites this paper
• Kaleidoscope

  2018cites this paper
• The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing

  2018cites this paper
• Reconnecting p-Value and Posterior Probability Under One- and Two-Sided Tests

  2018influential citation
• Why science’s crisis should not become a political battling ground

  2018cites this paper
• On the blind use of statistical tools in the analysis of globular cluster stars

  2018cites this paper
• p-Hacking and False Discovery in A/B Testing

  2018cites this paper
• Advantages and Disadvantages in Clinical Trials

  2018cites this paper
• Automatic visuospatial attention shifts : perceptual correlates, interventions and oscillatory signatures

  2018cites this paper
• [Revival of evidence-based medicine in gastroenterology.]

  2018cites this paper
• Toward Replicability With Confidence Intervals for the Exceedance Probability

  2018cites this paper
• Divergent biodiversity change within ecosystems

  2018cites this paper
• Growth hormones in chronic kidney disease

  2018cites this paper
• Fingerprinting Acute Digestive Diseases by Untargeted NMR Based Metabolomics

  2018cites this paper
• Bayesian Energy Measurement and Verification Analysis

  2018cites this paper
• Practical tools and strategies for researchers to increase replicability

  2018cites this paper
• Neural networks of aggression: ALE meta-analyses on trait and elicited aggression

  2018cites this paper
• Dealing with Confounders in Omics Analysis.

  2018cites this paper
• Investigating the decision-making processes of vets: keratoconjuctivitis sicca and glaucoma

  2018cites this paper
• Biodiversity may wax or wane depending on metrics or taxa

  2018cites this paper
• Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities.

  2018cites this paper
• Discussion Paper: Should statistics rescue mathematical modelling?

  2017cites this paper
• Does modelling need a Reformation? Ideas for a new grammar of modelling

  2017cites this paper
• Effect Sizes of Somatic Mutations in Cancer

  2017cites this paper
• Using random forests for assistance in the curation of G-protein coupled receptor databases

  2017cites this paper
• The meaning of a claim is its reproducibility

  2017cites this paper
• Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices

  2017cites this paper
• Gene annotation bias impedes biomedical research

  2017cites this paper
• Topological Sequence Segments Discriminate Between Class C GPCR Subtypes

  2017cites this paper