47 citations · 64 across the 8 of their papers we have counts for
4 papers · 1 filter
A Permutation Test for Assessing the Presence of Individual Differences in Treatment Effects
Chi Chang, Thomas Jaki, Muhammad Saad Sadiq +7
One size fits all approaches to medicine have become a thing of the past as the understanding of individual differences grows. The paper introduces a test for the presence of heter…
Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent
Erik-Jan van Kesteren, Chang Sun, Daniel L. Oberski +2
Combining data from varied sources has considerable potential for knowledge discovery: collaborating data parties can mine data in an expanded feature space, allowing them to explo…
Rank-deficiencies in a reduced information latent variable model
Daniel L. Oberski
Latent variable models are well-known to suffer from rank deficiencies, causing problems with convergence and stability. Such problems are compounded in the "reduced-group split-ba…
Structural Equation Models as Computation Graphs
Erik-Jan van Kesteren, Daniel L. Oberski
Structural equation modeling (SEM) is a popular tool in the social and behavioural sciences, where it is being applied to ever more complex data types. The high-dimensional data pr…