1 citations · 2 across the 3 of their papers we have counts for
3 papers
OGBoost: A Python Package for Ordinal Gradient Boosting
Mansour T. A. Sharabiani, Alex Bottle, Alireza S. Mahani
This paper introduces OGBoost, a scikit-learn-compatible Python package for ordinal regression using gradient boosting. Ordinal variables (e.g., rating scales, quality assessments)…
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…