Proportional data, in which response variables are expressed as percentages or fractions of
a whole, are analysed in many subfields of ecology and evolution. The scale‐independence …

Data in the natural sciences are often in the form of percentages or proportions that are
continuous and bounded by 0 and 1. Statistical analysis assuming a normal error structure …

The class of beta regression models is commonly used by practitioners to model variables
that assume values in the standard unit interval (0, 1). It is based on the assumption that the …

Genome-wide association studies (GWAS) have identified hundreds of cardiometabolic
disease (CMD) risk loci. However, they contribute little to genetic variance, and most …

Handbook of Regression Methods concisely covers numerous traditional, contemporary,
and nonstandard regression methods. The handbook provides a broad overview of …

This paper proposes a general class of regression models for continuous proportions when
the data contain zeros or ones. The proposed class of models assumes that the response …

Motivation: Bisulfite sequencing is currently the gold standard to obtain genome-wide DNA
methylation profiles in eukaryotes. In contrast to the rapid development of appropriate pre …

Beta regression-an increasingly popular approach for modeling rates and proportions-is
extended in various directions:(a) bias correction/reduction of the maximum likelihood …

The beta regression model is commonly used when analyzing data that come in the form of
rates or percentages. However, a problem that may encounter when analyzing these kinds …

Bayesian Designs for Phase I–II Clinical Trials Page 1 Page 2 Ying Yuan The University of
Texas MD Anderson Cancer Center Houston, Texas, USA Hoang Q. Nguyen The University of …