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stat.ME2024
Evidential Analysis: An Alternative to Hypothesis Testing in Normal Linear Models
Brian Dennis, Mark L Taper, José M Ponciano
Statistical hypothesis testing, as formalized by 20th Century statisticians and taught in college statistics courses, has been a cornerstone of 100 years of scientific progress. Ne…
stat.ME2019
Assessing the global and local uncertainty in scientific evidence in the presence of model misspecification
Mark L. Taper, Subhash R Lele, José-Miguel Ponciano +2
Scientists need to compare the support for models based on observed phenomena. The main goal of the evidential paradigm is to quantify the strength of evidence in the data for a re…
stat.ME2018
Multi-model inference through projections in model space
Jose-Miguel Ponciano, Mark L Taper
Information criteria have had a profound impact on modern ecological science. They allow researchers to estimate which probabilistic approximating models are closest to the generat…