Mahsa Ashouri

Mahsa Ashouri

Assistant Professor

Department of Statistics, Miami University

Education

PhD in Statistics - Service Science

National Tsing Hua University, Taiwan

M.Sc. in Statistics

Isfahan University of Technology, Iran

B.Sc. in Statistics

Isfahan University of Technology, Iran

Work Experience

Assistant Professor

Department of Statistics, Miami University, USA

Aug 2024 - Present

Postdoctoral Fellow

Department of Biostatistics, University of Michigan, USA

Sep 2022 - Aug 2024

Adjunct Lecturer

Department of Biostatistics, University of Michigan, USA

Jun 2023 - Aug 2023

Postdoctoral Fellow

Institute of Statistical Science, Academia Sinica, Taiwan

Jan 2020 - Sep 2022

Interests

Time series forecasting and time series clustering Data mining, predictive analytics and business analytics Big data analysis Survival analysis
Selected Publications

Evaluating and Testing for Actionable Treatment Effect Heterogeneity

We propose a procedure to evaluate whether incorporating heterogeneous treatment effects (HTE) into a prediction model provides a predictive advantage over models with constant treatment effect, introducing the h-value as a key inferential quantity.

avatar
Mahsa Ashouri

Generalized Bayesian additive regression trees for restricted mean survival time inference

Prediction methods for time-to-event outcomes often utilize survival models that rely on strong assumptions about noninformative censoring or on how individual-level covariates and …

avatar
Mahsa Ashouri

Fast forecast reconciliation using linear models

Forecasting hierarchical or grouped time series usually involves two steps, computing base forecasts and reconciling the forecasts. Base forecasts can be computed by popular time …

avatar
Mahsa Ashouri
Publications