4 papers
Logistic Regression Model for Differentially-Private Matrix Masked Data
Linh H Nghiem, Aidong A. Ding, Samuel Wu
A recently proposed scheme utilizing local noise addition and matrix masking enables data collection while protecting individual privacy from all parties, including the central dat…
High-dimensional sliced inverse regression with endogeneity
Linh H. Nghiem, Francis. K. C. Hui, Samuel Muller +1
Sliced inverse regression (SIR) is a popular sufficient dimension reduction method that identifies a few linear transformations of the covariates without losing regression informat…
Enhancing Empathic Accuracy: Penalized Functional Alignment Method to Correct Temporal Misalignment in Real-time Emotional Perception
Linh H Nghiem, Jing Cao, Chrystyna Kouros +1
Empathic accuracy (EA) is the ability to accurately understand another person\textquotesingle s thoughts and feelings, which is crucial for social and psychological interactions. T…
Random effects model-based sufficient dimension reduction for independent clustered data
Linh H. Nghiem, F. K. C. Hui
Sufficient dimension reduction (SDR) is a popular class of regression methods which aim to find a small number of linear combinations of covariates that capture all the information…