• PhD (Statistics), Dalian University of Technology, China

• Mathematical modeling for high dimensional data analysis
  
• Regression Analysis
  
• Design of Experiments
  
• Penalized Variable Selection Methods
  
• Bioinformatics and Machine Learning
  

1. D. Ying, L. Song and M. Amin. SCAD-Ridge Penalized Likelihood Estimators for Ultra-high Dimensional models. Hacettepe Journal of Mathematics and Statistics, Doi: 10.15672/HJMS.201612518375, 2016.
2. M. Amin, L. Song, M. A. Thorlie and X. Wang. SCAD-Penalized quantile regression for high dimensional data analysis and variable selection. Statistica Neerlandica, 69(3):212-235, 2015.
3. M. Amin, L. Song, M. A. Thorlie and X. Wang. Combined penalized quantile regression in high dimensional models. Pakistan Journal of Statistics, 31(1):49-70, 2015
4. M. Amin, X. Wang, L. Song, H. Ullah and M. Y. Ashraf. Penalized selection of variable contributing to enhanced seed yield in Mungbean (Vigna Radiata L.). Pakistan Journal of Agricultural Sciences, 51(2):383-391, 2014
5. M. A. Thorlie, L. Song, M. Amin and X. Wang. Parameter estimation of APARCH model in forecasting of financial asset returns volatility under ordered restriction. Statistica Neerlandica, 69(3):329-356, 2015
6. H. Xuan, S. Li, and M. Amin. Statistical inference of geographically and temporally weighted regression model. Pakistan Journal of Statistics, 31(3):307-325, 2015

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