Analysis goals, error‐cost sensitivity, and analysis hacking: Essential considerations in hypothesis testing and multiple comparisons

Semantic and cognitive tools to aid statistical science: replace confidence and significance by compatibility and surprise

(2020) Zad Rafi et al.   BMC Medical Research Methodology

Inferential Statistics as Descriptive Statistics: There Is No Replication Crisis if We Don’t Expect Replication

(2019) Valentin Amrhein et al.   AMERICAN STATISTICIAN

Valid P-Values Behave Exactly as They Should: Some Misleading Criticisms of P-Values and Their Resolution With S-Values

(2019) Sander Greenland   AMERICAN STATISTICIAN

Large-Scale Replication Projects in Contemporary Psychological Research

(2019) Blakeley B. McShane et al.   AMERICAN STATISTICIAN

P value functions: An underused method to present research results and to promote quantitative reasoning

(2019) Denis Infanger et al.   STATISTICS IN MEDICINE

Multiple comparisons controversies are about context and costs, not frequentism versus Bayesianism

(2019) Sander Greenland et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Planning Study Size Based on Precision Rather than Power

(2018) Kenneth J. Rothman et al.   EPIDEMIOLOGY

Hypothesis-free screening of large administrative databases for unsuspected drug-outcome associations

(2018) Jesper Hallas et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Unified screening for potential elevated adverse event risk and other associations

(2018) A. Lawrence Gould   STATISTICS IN MEDICINE

SOME DESIRABLE PROPERTIES OF THE BONFERRONI CORRECTION: IS THE BONFERRONI CORRECTION REALLY SO BAD?

(2018) Tyler J VanderWeele et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

For and Against Methodologies: Some Perspectives on Recent Causal and Statistical Inference Debates

(2017) Sander Greenland   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Statistical Significance and the Dichotomization of Evidence

(2017) Blakeley B. McShane et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The earth is flat (p > 0.05): significance thresholds and the crisis of unreplicable research

(2017) Valentin Amrhein et al.   PeerJ

Statistical Foundations for Model-Based Adjustments

(2015) Sander Greenland et al.   Annual Review of Public Health

The Statistical Crisis in Science

(2014) Andrew Gelman et al.   AMERICAN SCIENTIST

The Table 2 Fallacy: Presenting and Interpreting Confounder and Modifier Coefficients

(2013) D. Westreich et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Final Collapse of the Neyman-Pearson Decision Theoretic Framework and Rise of the neoFisherian

(2012) Stuart H. Hurlbert et al.   ANNALES ZOOLOGICI FENNICI

Nonsignificance Plus High Power Does Not Imply Support for the Null Over the Alternative

(2012) Sander Greenland   ANNALS OF EPIDEMIOLOGY

LOPSIDED REASONING ON LOPSIDED TESTS AND MULTIPLE COMPARISONS

(2012) Stuart H. Hurlbert et al.   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

Bayesian regression in SAS software

(2012) Sheena G Sullivan et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Transparency and disclosure, neutrality and balance: shared values or just shared words?

(2012) Sander Greenland   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Null misinterpretation in statistical testing and its impact on health risk assessment

(2011) Sander Greenland   PREVENTIVE MEDICINE

Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods

(2009) Sander Greenland   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Accounting for uncertainty about investigator bias: disclosure is informative: How could disclosure of interests work better in medicine, epidemiology and public health?

(2009) S. Greenland   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Multiple comparisons and association selection in general epidemiology

(2008) Sander Greenland   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY