Bayesian Parametric Inference, Reliability Analysis, Stochastic Processes, Probability Distributions, Mixture Models, and Sequential Monitoring, Applied Statistics
Courses Taught
Course Title
Credit Hours
PhD/MPhil/MSc/BS
Fall 2017
1.Nonparametric Statistics
3
BS
2.Statistical Process Control
3
MPhil&PhD
Spring 2018
3.Statistical Quality Control and Quality Management
3
BS&MSc
4.Probability and Probability Distributions-I
3
MSc
Fall 2018
5.Probability and Probability Distributions-II
3
MSc
6.Statistical Process Control
3
MPhil & PhD
Spring 2019
7.Probability and Probability Distributions-I
3
MSc
8.Statistical Quality Control and Quality Management
3
BS & MSc
9.Reliability Analysis
3
BS
10.Survival Analysis
3
MSc
Summer 2019
11.Population Analysis
3
BS
12.Biostatistics
3
BS
Fall 2019
13.Nonparametric Statistics and Categorical Data
3
MSc
14.Advanced Probability Theory-I
3
MPhil &PhD
Spring 2020
15.Statistical Process Control
3
MPhil &PhD
16.Statistical Inference-1 (Estimation)
3
BS
Fall 2020
17.Advanced Probability Theory-I
3
MPhil &PhD
18.Statistical Inference-I1 (Hypotheses Testing)
3
BS
Spring 2021
Recent Publications
Nabeel, M, Ali, S, Shah, I. Proportional hazard-based robust monitoring schemes using logistic distribution. Qual Reliab Eng Int. 2022; 38: 3304– 3321. https://doi.org/10.1002/qre.3118
Jan, F.; Shah, I.; Ali, S. Short-Term Electricity Prices Forecasting Using Functional Time Series Analysis. Energies2022, 15, 3423. https://doi.org/10.3390/en15093423
Ali, S., Fazal, S., Shah, I., Raza, S.M.M. & Tahir, M.,(2022)Bayesian analysis for geometric shapes in additive manufacturing,Journal of Taibah University for Science,16:1,836-853,DOI: 10.1080/16583655.2022.2122261
Talib, A, Ali, S, Shah, I. Max-EWMA chart for time and magnitude monitoring using exponentially modified Gaussian distribution. Qual Reliab Eng Int. 2022; 38: 1092– 1111. https://doi.org/10.1002/qre.3037
Talib, A., Ali, S., & Shah, I.(2022)Max-EWMA chart for time and magnitude monitoring using generalized exponential distribution,Communications in Statistics - Simulation and Computation,DOI: 10.1080/03610918.2022.2058548
Taimoor, M., Ali, S., Shah, I., and Muwanika, F. R. "COVID-19 Pandemic Data Modeling in Pakistan Using Time-Series SIR", Computational and Mathematical Methods in Medicine, vol. 2022, Article ID 6001876, 14 pages, 2022. https://doi.org/10.1155/2022/6001876
Ibrar, F., Ali, S., & Shah, I.(2022)A comparison of single- and double-threshold ROC plots for mixture distributions,Journal of Applied Statistics,DOI: 10.1080/02664763.2022.2122027
Shah, I., Jan, F., and Ali, S., "Functional Data Approach for Short-Term Electricity Demand Forecasting",Mathematical Problems in Engineering, vol. 2022, Article ID 6709779, 14 pages, 2022. https://doi.org/10.1155/2022/6709779
Ashraf, A., Ali, S., & Shah, I. (2021). Online disease risk monitoring using DEWMA control chart. Expert Systems with Applications, 180, 115059.
Shah, I., Bibi, H., Ali, S., Wang, L., and Yue, Z. (2020), Forecasting one-day-ahead electricity prices for Italian electricity market using parametric and nonparametric approaches, IEEE Access, 8(1), 123104-123113, doi: 10.1109/ACCESS.2020.3007189. (Impact Factor= 3.745, ISSN: 2169-3536)
Raza, SMM, Ali, S, Shah, I, and Butt, MM. (2020), Conditional mean‐ and median‐based cumulative sum control charts for Weibull data. Quality and Reliability Engineering International, 1– 25, doi:10.1002/qre.2746 (Impact Factor=1.718 , ISSN: 1099-1638)
Shah, I., Iftikhar, H., & Ali, S. (2020). Modeling and Forecasting Medium-Term Electricity Consumption Using Component Estimation Technique. Forecasting, 2(2), 163-179, doi:10.3390/forecast2020009 (Impact Factor= , ISSN: 2571-9394)
Ali, S., Shah, I., Wang, L., and Yue, Z. (2020), A Comparison of Shewhart-type Time-Between-Events Control Charts based on the Renewal Process, IEEE Access, 8(1), 113683-113701, DOI:10.1109/ACCESS.2020.3003265. (Impact Factor= 4.098, ISSN: 2169-3536)
1. Bernoulli-IMS One World Symposium 2020, held virtually, August 24 – 28, 2020.
2.15th Islamic Countries Conference on Statistical Sciences (ICCS15), December 21-24, 2019, Lahore Institute Sciences and Technology, Lahore, Pakistan
2.3. 16th International Conference on Statistical Sciences, March 5-8, 2018, Islamia College, Peshawar, Pakistan.
4. The Fourth International Conference on the Interface between Statistics and Engineering, 20-22 June 2016, University of Palermo,Italy.
5. 4th Symposium on Games and Decisions in Reliability and Risk, June 17-19, 2015, Istanbul, Turkey.
6. Closing workshop of the starting grant project FIRB Futuro in Ricerca "Advanced statistical and numerical methods for the analysis of high dimensional functional data in life sciences and engineering" SNAPLE held department of Mathematics, Politechnico Di Milano, May 15-16,014.
7. Bayesian Young Statistician Meeting (BAYSM) 2013, CNR-IMATI, Milan, Italy, June 5-6, 2013.
8. International Scientific Workshop organized by Department of Decision Sciences, Bocconi University, Milan, Italy. In the honor of Pietro Muliere September 13-15, 2012.
9. International Conference on Sustaining and Implementing Universal Health Coverage: 4 Perspectives for 5 Continents. Bocconi School of Management, Bocconi University Milan, Italy. 2 February 2012.
10. 3rd International Forum on Food and Nutrition, Bocconi University Milan, Italy. 30 November- 1 December 2011.
11. Eight International Conference on Recent Advances in Statistics Statistics, Biostatistics and Econometrics in Honour of Dr. Shahjahan Khan on February 8-9, 2011 at National College of Business Administration and Economics Lahore. Jointly organized by Islamic Countries Society of Statistical Sciences and National College of Business Administration and Economics Lahore, Pakistan.
12. 3rd International Conference on Statistics organized by School of Actuarial Sciences, The University of Punjab, Lahore, Pakistan, November 25-27, 2010.
Monitoring the Regularly Maintained Systems assuming an Exponentiated Class of Lifetime Distribution of the Renewal process
Principal Investigator
0.348 Millions
Higher Education Commission, Pakistan.
01 year
2019-2020
(Awarded)
A comparison of Reliability analysis for electronic devices using beta generalized Weibull and generalized exponential distributions
Principal Investigator
0.430 Millions
Higher Education Commission, Pakistan.
01 year
2018- 2019
(Completed)
Hierarchical modeling for determinants of out-of-school children in Pakistan
Co-Principal Investigator
0.430 Millions
Higher Education Commission, Pakistan.
01 year
2018- 2019
(Completed)
Bivariate Nadarajah and Haghighi Probability Distribution
