23 citations · 30 across the 11 of their papers we have counts for
4 papers · 1 filter
Combining matching and linear regression: Introducing a mathematical framework and software for simulations, diagnostics and calibration
Alireza S. Mahani, Mansour T. A. Sharabiani
Combining matching and regression for causal inference provides double-robustness in removing treatment effect estimation bias due to confounding variables. In most real-world appl…
Stochastic Newton Sampler: R Package sns
Alireza S. Mahani, Asad Hasan, Marshall Jiang +1
The R package sns implements Stochastic Newton Sampler (SNS), a Metropolis-Hastings Monte Carlo Markov Chain algorithm where the proposal density function is a multivariate Gaussia…
Expander Framework for Generating High-Dimensional GLM Gradient and Hessian from Low-Dimensional Base Distributions: R Package RegressionFactory
Alireza S. Mahani, Mansour T. A. Sharabiani
The R package RegressionFactory provides expander functions for constructing the high-dimensional gradient vector and Hessian matrix of the log-likelihood function for generalized…
Alignment of metabolic trajectories with application to metabonomic toxicology
Mansour Taghavi Azar Sharabiani
Geometry of the metabolic trajectories is characteristic of the biological response (Keun, Ebbels et al. 2004). Yet, due to unavoidable inter-individual variations, the exact traje…