Moving beyond noninformative priors: why and how to choose weakly informative priors in Bayesian analyses

Empowering peer reviewers with a checklist to improve transparency

(2018) Timothy H. Parker et al.   Nature Ecology & Evolution

The Prior Can Often Only Be Understood in the Context of the Likelihood

(2017) Andrew Gelman et al.   Entropy

Prospective evidence for independent nitrogen and phosphorus limitation of grasshopper (Chorthippus curtipennis) growth in a tallgrass prairie

(2017) Madison Rode et al.   PLoS One

Underappreciated problems of low replication in ecological field studies

(2016) Nathan P. Lemoine et al.   ECOLOGY

The mismatch between current statistical practice and doctoral training in ecology

(2016) Justin C. Touchon et al.   Ecosphere

The neglected tool in the Bayesian ecologist's shed: a case study testing informative priors' effect on model accuracy

(2014) William K. Morris et al.   Ecology and Evolution

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

Philosophy and the practice of Bayesian statistics

(2012) Andrew Gelman et al.   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY

Eliciting Expert Knowledge in Conservation Science

(2012) TARA G. MARTIN et al.   CONSERVATION BIOLOGY

The frequency and magnitude of non-additive responses to multiple nutrient enrichment

(2010) Jacob E. Allgeier et al.   JOURNAL OF APPLIED ECOLOGY

A weakly informative default prior distribution for logistic and other regression models

(2009) Andrew Gelman et al.   Annals of Applied Statistics

How useful is expert opinion for predicting the distribution of a species within and beyond the region of expertise? A case study using brush-tailed rock-wallabiesPetrogale penicillata

(2009) Justine V. Murray et al.   JOURNAL OF APPLIED ECOLOGY

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION