4 papers
Bayes factor functions for testing partial correlation coefficients
Saptati Datta
Partial correlation coefficients are widely applied in the social sciences to evaluate the relationship between two variables after accounting for the influence of others. In this…
Effects of Structural Allocation of Geometric Task Diversity in Linear Meta-Learning Models
Saptati Datta, Nicolas W. Hengartner, Yulia Pimonova +2
Meta-learning aims to leverage information across related tasks to improve prediction on unlabeled data for new tasks when only a small number of labeled observations are available…
On Bayes factor functions
Saptati Datta, Riana Guha, Rachael Shudde +1
We describe Bayes factors functions based on the sampling distributions of \emph{z}, \emph{t}, , and \emph{F} statistics, using a class of inverse-moment prior distributions…
Differentially private Bayesian tests
Abhisek Chakraborty, Saptati Datta
Differential privacy has emerged as an significant cornerstone in the realm of scientific hypothesis testing utilizing confidential data. In reporting scientific discoveries, Bayes…