Professor Mohammad Salehi

Pronouns: He/him
  • University Teacher in Data Sciences
Publications
ORCiD Google Scholar

He started teaching at Arak University in Iran in 1989, He got his PhD. From The University of Auckland in 1998. He had then teaching and research positions at Isfahan University of Technology, Iran; Carleton University, Canada, National Cheng Kung University, Taiwan; and Qatar University, Qatar. 

Sampling Techniques; Statistical and Machine Learning Modelling, and Environmental Statistics. 

Completed External Grants Projects:

1) Project Title “Optimal Switching and Economic Cost Control”(2013-2017), Qatar Foundation, NPRP 5 - 088 - 1 – 021;

Role: Lead Principle Investigator, 331,509.60USD

2) Project Title “Assessing the Effectiveness of a Pharmacist-delivered Smoking Cessation Program in the State of Qatar” (2012-2016). Qatar Foundation, NPRP 4 - 716 - 3 - 203; Role: Co-PI, 437,698.00USD

  1. R. Barkhudaryan, D.A. Gomes, H. Shahgholian, and  M. Salehi, (2022) System of variational inequalities with interconnected obstacles, Journal of Applicable Analysis, Volume 101, 2022 - Issue 2, https://www.tandfonline.com/doi/full/10.1080/00036811.2020.1757076
  2. Salehi, M. M., Seber, G. A. (2021). A New Estimator and Approach for Estimating the Subpopulation Parameters. Journal of Taibah University for Science. 15(1), 288-294, https://doi.org/10.1080/16583655.2021.1979735
  3. Salehi M. and Smith R. D.  (2021). Adaptive Two-stage Inverse Sampling Design to Estimate Density, Abundance, and Occupancy of Rare and Clustered Populations, PLOS ONE, 16(8): e0255256. https://doi.org/10.1371/journal.pone.0255256
  4. Panhbehagh B., Bruggemann, and Salehi M. (2021). Sampling of Multiple Variables Based on Partial Order Set Theory, JIRSS, 20(1), 307-331. http://dx.doi.org/10.52547/jirss.20.1.307
  5. Al-Fakih B., Morei A., Salehi M. (2020) Students impression about using mobile phones in classrooms, International Journal of Emerging Technologies in Learning. Vol 15 (11) 230-243 DOI: https://doi.org/10.3991/ijet.v15i22.16219
  6. Arakelyan, R. Barkhudaryan, H. Shahgholian, Salehi M. (2019) Numerical treatment to a non-local parabolic free boundary problem arising in financial bubbles, Bulletin of the Iranian Mathematical Society, 73-45:59.10.1007/s41980-018-0119-5.
  7. Erjaee GH., Salehi M, Farhadi A, (2018) . A New Version of Black-Scholes Equation Presented by Time-Fractional Derivative" for possible publication. Iranian Journal of Science and Technology, Transactions A: Science. 42: 2159-216
  8. B. Panahbehagh R. Bruggemann  A. Parvardeh, M. Salehi  M. R. Sabzalian (2018) An unbalanced ranked set sampling to get more than one sample from each set, Journal of Survey Statistics and Methodology, Volume 6, Issue 3, September 2018, Pages 285–305 https://doi.org/10.1093/jssam/smx026.
  9. Abi A. , Moradi M., Salehi M., Brown J, A Al-Khayat J, Moltchanova E.  (2017),: Application of balanced acceptance sampling to an intertidal survey, Journal of Landscape Ecology Vol: 10 / No. 1. 10.1515/jlecol-2017-0012
  10. Salehi MM (2017). Erratum: Two‐stage complete allocation sampling, Environmetrics, Volume28, Issue7, https://doi.org/10.1002/env.2461
  11. Salehi MM, Seber GAF. (2017) Two-stage complete allocation sampling. Environmetrics. 2017;28:e2441.https://doi.org/10.1002/env.244
  12. Farhadi, A. and  Erjaee1 G.H. and Salehi   M. (2017)  Derivation of a New Merton's Optimal Problem Presented by Fractional Stochastic Stock Price and it's Applications. Computers and Mathematics with Applications 73 (2017) 2066–2075. DOI: http://doi.org/10.1016/j.camwa.2017.02.031.
  13. R. Barkhudaryan, M. Juráš & Salehi M. (2016) Iterative scheme for an elliptic nonlocal free boundary problem, Applicable Analysis. Volume 95:12, 2794-2806.
  14. El Hajj M, Kheir N, Al Mulla A, Al-Badriyeh D, Al Kaddour A, Ziyad  M, Salehi M, Fanous N (2015). Assessing the effectiveness of a pharmacist-delivered smoking cessation program in the State of Qatar: study protocol for a randomized controlled, Trials, 16:65.
  15. Salehi M.  Moradi,M., AlKhayat, J. , Brown J. Yousef A. (2015). Inverse adaptive cluster sampling with unequal selection probabilities: case studies on crab holes and arsenic pollution, Australian and New Zealand Journal of Statistics. , 57: 189–201. DOI: 10.1111/anzs.12118 .
  16. Mohammadi M., Salehi M., and JNK Rao (2014),  Bootstrap Confidence Intervals for Adaptive Cluster Sampling Design Based on Horvitz-Thompson type Estimators, Environmental and Ecological Statistics, 20: pp 351-371.
  17. Salehi M., Panhbehagh B., Parvardeh A. Smith D. R. and Lei Y. (2013) Regression-type estimators for adaptive two-stage sequential sampling, Environmental and Ecological Statistics, 20:571–590.
  18. Parvardeh, A., Panahbehagh, B., Salehi, M., Brown, J.A. and Smith, D. (2013). Asymptotic properties of the sample mean in adaptive sequential sampling with multiple selection criteria. Bulletin of the Iranian Mathematical Society. 39, 529-557.
  19. Brown, J.A., Salehi, M.M., Moradi, M., Panahbehagh, B. and Smith, D.R. (2012), Adaptive survey designs for sampling rare and clustered populations. Mathematics and Computers in Simulation, 93, 108-116.
  20. Mohamadi, M. and Salehi M. (2012).  Horvitz Thompson Estimator of Population Mean Under Inverse Sampling Designs. Bulletin of the Iranian Math. Soc. Vol. 38 No. 2, pp 333-347.
  21. Moradi M, Salehi M, Brown J and Karimi, N (2011). Regression estimator under inverse sampling to estimate arsenic contamination. Environmetrics, 22: 894–900.
  22. Gavanji, P., M. Salehi, S.D. Gore, H. Khademi, S. Ayoubi and R. Taghipour. (2011). Use of post-stratification in composite sampling for estimating mean. Journal Environmental and  Ecological. Statistics, Volume 18, Number 3, 535-542.
  23. Salehi M., Levy, PS and Rao JNK (2010). Two-Phase Sample Size Estimation with Pre-assigned Variance under Normality Assumption. Journal of  Iranian Science and Technology, Vol. 34, No. A4.
  24. Salehi, M. and Brown J.A. (2010) Complete allocation sampling: An efficient and easily implemented adaptive sampling design. Population Ecology, Volume 52, Number 3, 451-456
  25. Moradi M and Salehi M. (2010), An adaptive allocation sampling design for which the conventional stratified estimator is an appropriate estimator. Journal of Statistical Planning and inference, Volume 140, Issue 4, April 2010, Pages 1030-1037.
  26. Salehi M. M, Moradi M., Brown JA and Smith D.R. (2010), Efficient Estimators for Adaptive  Stratified Sequential Sampling, Journal of Statistical Computation and Simulation, Volume 80, Issue 10 October 2010 , pages 1163 - 1179  Q2
  27. Salehi MM, Mohammadi M., Rao, JNK, and Berger YG (2010). Empirical Likelihood Confidence Intervals for Adaptive Cluster Sampling, Environmental and Ecological Statistics. 17, 111-123
  28. Brown JA, Salehi M.M, Moradi, Gavin B. Smith D.R. (2008). An adaptive two-stage sequential design for sampling rare and clustered populations. Population  Ecology. 50:239–245.
  29. Nematollahi, N., Salehi M., M. and Saba, R. Aliakbari (2008) Two-Stage Cluster Sampling with Ranked Set Sampling in the Secondary Sampling Frame', Communication in Statistics - Theory and Methods, 37, 2404  2415.
  30. Salehi MM (2006). Row and Column elimination sampling +1 design. Communication in Statistics, Theory and Methods, 35-2, 349-362.
  31. Salehi, M.M., Levy PS., Jamalzadeh MA, and Chang, K-C (2006). Adaptation of Multiple  Logistic Regression to a Multiple Inverse Sampling Design: Application to the Isfahan Healthy Heart Program. Statistics in Medicine, Vol 25- 1 71 - 85 .
  32. Salehi MM. and Smith (2005). Two-stage sequential sampling design: a neighborhood-free adaptive sampling procedure. Journal of agricultural, biological and environmental statistics, Volume 10, Number 1, Pages 84–103.
  33. Salehi M M. and Chang (2005). Multiple Inverse Sampling in post-stratification with subpopulation sizes unknown: A solution for quota sampling . Journal of statistical planning and inference, Vol 131/2, pp 379-392
  34. Salehi M.M. and Seber (2004). A General Inverse Sampling Scheme and its Application to Adaptive  Cluster Sampling. Australian and New Zealand Journal of Statistics. 46, 483-494.
  35. Salehi M M. (2004). Optimal sampling design under a spatial correlation model. Journal of  Statistical Planning and inference, 118, 8-19.
  36. Salehi M. M. (2003). Comparison between Hansen-Hurwitz and  Horvitz- estimators for adaptive cluster sampling. Journal of Environmental and Ecological Statistics. 10(1), 115-127.
  37. Salehi M. M. and Seber G.A.F. (2002). Unbiased estimators for restricted adaptive cluster sampling. Australian and New Zealand Journal of Statistics 44, 63-74.
  38. Salehi M, M. (2001). Application of Adaptive Sampling in Fishery, Part 1: Adaptive cluster sampling and its strip versions. Iranian Journal of Fisheries Sciences 3(1),55-76.
  39. Salehi M, M. (2001). Application of Adaptive Sampling in Fishery Part 2: Truncated Adaptive Cluster Sampling Designs. Iranian Journal of Fisheries Sciences, 3(1), 77-84.
  40. Salehi M. M. and Seber G.A.F. (2001). A New Proof of Murphy’s Estimator Which Applies to Sequential Sampling. Australian and New Zealand Journal of Statistics, 43. 281-286.
  41. Salehi M. M. (1999). Rao-Blackwell versions of the Horvitz-Thompson and Hansen-Hurwitz estimators in adaptive cluster sampling. Journal of Environmental and Ecological Statistics. 6, 183-195.
  42. Salehi M. M. and Seber G.A.F. (1997). Adaptive Cluster sampling design with the networks selected without replacement. Biometrika, 84, 209-219.
  43. Salehi M. M. and Seber G.A.F. (1997). Two-stage adaptive cluster sampling. Biometrics. 53, 959-970.