Staff profile
Overview
https://internal.durham.ac.uk/images/business/no-image-w120.png
Tahani Coolen-Maturi
Associate Professor, Statistics
BSc (Math), MSc (Stat), MBA (Finance), PhD (Stat) Durham University

Affiliation | Room number | Telephone |
---|---|---|
Associate Professor, Statistics in the Department of Mathematical Sciences | MCS3030 | +44 (0) 191 33 41746 |
Fellow in the Durham Research Methods Centre | ||
Fellow of the Wolfson Research Institute for Health and Wellbeing |
Research interests
- Nonparametric predictive inference
- Nonparametric statistics
- Modeling dependence
- Diagnostic accuracy including ROC analysis
- Reliability and survival analysis
- Uncertainty quantification including imprecise probability
Research groups
Publications
Chapter in book
- Coolen, Frank P. A. & Coolen‐Maturi, Tahani (2022). Survival Signatures for System Reliability. In Wiley StatsRef: Statistics Reference Online.
- Coolen, F.P.A. & Coolen-Maturi, T. (2021). The survival signature for quantifying system reliability: an introductory overview from practical perspective. In Reliability Engineering and Computational Intelligence. van Gulijk, C. & Zaitseva, E. Springer. 976: 23-37.
- Coolen, F.P.A. & Coolen-Maturi, T. (2015). Modelling Uncertain Aspects of System Dependability with Survival Signatures. In Dependability Problems of Complex Information Systems. Zamojski, W. & Sugier, J. Cham, Switzerland: Springer. 19-34.
- Coolen, F.P.A. & Coolen-Maturi, T. (2012). Generalizing the signature to systems with multiple types of components. In Complex Systems and Dependability. Zamojski, W., Mazurkiewicz, J., Sugier, J. Walkowiak, T. & Kacprzyk, J. Berlin: Springer. 170: 115-130.
- Coolen-Schrijner, P., Maturi, T.A. & Coolen, F.P.A. (2009). Nonparametric Predictive Precedence Testing for Two Groups. In Imprecision in Statistical Theory and Practice. Coolen-Schrijner, P., Coolen, F., Troffaes, M., Augustin, T. & Gupta, S. Grace Scientific Publishing LLC. 91-105.
Journal Article
- Coolen-Maturi, T. & Coolen, F.P.A. (2023). A monotonicity property of weighted log-rank tests. Communications in Statistics – Theory and Methods 52(7): 2402-2416.
- Coolen, Frank P. A., Coolen‐Maturi, Tahani & van Houtum, Geert‐Jan (2023). Discussion of signature‐based models of preventive maintenance. Applied Stochastic Models in Business and Industry 39(1): 68-70.
- Asamh Saleh M. Al Luhayb, Frank P.A. Coolen & Tahani Coolen-Maturi (2023). Smoothed Bootstrap for Right-Censored Data. Communications in Statistics - Theory and Methods
- Chang, M., Coolen, F.P.A., Coolen-Maturi, T. & Huang, X. (2023). A generalized system reliability model based on survival signature and multiple competing failure processes. Journal of Computational and Applied Mathematics
- Al Luhayb, A.S.M., Coolen-Maturi, T. & Coolen, F.P.A. (2023). Smoothed bootstrap methods for bivariate data. Journal of Statistical Theory and Practice
- Chang, Miaoxin, Huang, Xianzhen, Coolen, F. P. A. & Coolen-Maturi, Tahani (2023). New reliability model for complex systems based on stochastic processes and survival signature. European Journal of Operational Research
- Moral-Garcia, S., Abellan, J., Coolen-Maturi, T. & Coolen, F.P.A. (2022). A Cost-Sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference. Applied Soft Computing 123: 108916.
- He, T., Coolen, F.P.A. & Coolen-Maturi, T. (2022). Pricing exotic options in the incomplete market: an imprecise probability method. Applied Stochastic Models in Business and Industry 38(3): 422-440.
- Coolen-Maturi, Tahani (2022). The ordering of future observations from multiple groups. Communications in Statistics - Simulation and Computation 51(12): 7526-7543.
- Simkus, A., Coolen, F. P. A., Coolen-Maturi, T., Karp, N. A. & Bendtsen, C. (2022). Statistical reproducibility for pairwise t-tests in pharmaceutical research. Statistical Methods in Medical Research 31(4): 673-688.
- Chang, M., Huang, X., Coolen, F.P.A. & Coolen-Maturi, T. (2021). Reliability analysis for systems based on degradation rates and hard failure thresholds changing with degradation levels. Reliability Engineering and System Safety 216: 108007.
- Coolen, F.P.A., Ahmadini, A.A.H. & Coolen-Maturi, T. (2021). Imprecise inference based on the log-rank test for accelerated life testing. Metrika 84: 913-925.
- Alabdulhadi, M., Coolen-Maturi, T. & Coolen, F.P.A. (2021). Nonparametric predictive inference for comparison of two diagnostic tests. Communications in Statistics - Theory and Methods 50(19): 4470-4486.
- Coolen-Maturi, T., Coolen, Frank P.A. & Balakrishnan, Narayanaswamy (2021). The joint survival signature of coherent systems with shared components. Reliability Engineering and System Safety 207: 107350.
- He, T., Coolen, F.P.A. & Coolen-Maturi, T. (2021). Nonparametric Predictive Inference for American Option Pricing based on the Binomial Tree Model. Communications in Statistics – Theory and Methods 50(20): 4657-4684.
- Coolen-Maturi, T., Coolen, F.P.A. & Alabdulhadi, M. (2020). Nonparametric predictive inference for diagnostic test thresholds. Communications in Statistics – Theory and Methods 49(3): 697-725.
- Huang, X., Coolen, F.P.A., Coolen-Maturi, T. & Zhang, Y. (2020). A new study on reliability importance analysis of phased mission systems. IEEE Transactions on Reliability 69(2): 522-532.
- Chen, J., Coolen, F.P.A. & Coolen-Maturi, T. (2019). On nonparametric predictive inference for asset and European option trading in the binomial tree model. Journal of the Operational Research Society 70(10): 1678-1691.
- Tee, Kong Fah, Pesinis, Konstantinos & Coolen-Maturi, Tahani (2019). Competing risks survival analysis of ruptured gas pipelines: A nonparametric predictive approach. International Journal of Pressure Vessels and Piping 175: 103919.
- Alabdulhadi, M.H., Coolen, F.P.A. & Coolen-Maturi, T. (2019). Nonparametric predictive comparison of two diagnostic tests based on total numbers of correctly diagnosed individuals. Journal of Statistical Theory and Practice 13: 38.
- He, T., Coolen, F.P.A. & Coolen-Maturi, T. (2019). Nonparametric Predictive Inference for European Option Pricing based on the Binomial Tree Model. Journal of the Operational Research Society 70(10): 1692-1708.
- Huang, X., Coolen, F.P.A. & Coolen-Maturi, T. (2019). A heuristic survival signature based approach for reliability-redundancy allocation. Reliability Engineering and System Safety 185: 511-517.
- Coolen-Maturi, T. & Coolen, F.P.A. (2019). Non‐parametric predictive inference for the validation of credit rating systems. Journal of the Royal Statistical Society: Series A 182(4): 1189-1204.
- Marques, F.J., Coolen, F.P.A. & Coolen-Maturi, T. (2019). Approximations for the likelihood ratio statistic for hypothesis testing between two Beta distributions. Journal of Statistical Theory and Practice 13: 17.
- Marques, F.J., Coolen, F.P.A. & Coolen-Maturi, T. (2019). Introducing nonparametric predictive inference methods for reproducibility of likelihood ratio tests. Journal of Statistical Theory and Practice 13: 15.
- Muhammad, N., Coolen-Maturi, T. & Coolen, F.P.A. (2018). Nonparametric predictive inference with parametric copulas for combining bivariate diagnostic tests. Statistics, Optimization and Information Computing 6(3): 398-408.
- Eryilmaz, S., Coolen, F.P.A. & Coolen-Maturi, T. (2018). Mean residual life of coherent systems consisting of multiple types of dependent components. Naval Research Logistics 65(1): 86-97.
- Eryilmaz, S., Coolen, F.P.A. & Coolen-Maturi, T. (2018). Marginal and joint reliability importance based on survival signature. Reliability Engineering and System Safety 172: 118-128.
- Coolen, F.P.A., Coolen-Maturi, T. & Alqifari, H.N. (2018). Nonparametric predictive inference for future order statistics. Communications in Statistics - Theory and Methods 47(10): 2527-2548.
- Patelli,E., Feng,G., Coolen, F.P.A. & Coolen-Maturi,T. (2017). Simulation Methods for System Reliability Using the Survival Signature. Reliability Engineering & System Safety 167: 327-337.
- Yin, Y.-C., Coolen, F.P.A. & Coolen-Maturi, T. (2017). An imprecise statistical method for accelerated life testing using the power-Weibull model. Reliability Engineering and System Safety 167: 158-167.
- Coolen-Maturi,T. (2017). Predictive inference for best linear combination of biomarkers subject to limits of detection. Statistics in Medicine 36(18): 2844-2874.
- Coolen-Maturi, T. (2017). Three-group ROC predictive analysis for ordinal outcomes. Communications in Statistics – Theory and Methods 46(19): 9476-9493.
- Baker, R.M., Coolen-Maturi, T. & Coolen, F.P.A. (2017). Nonparametric predictive inference for stock returns. Journal of Applied Statistics 44(8): 1333-1349.
- Coolen, F.P.A. & Coolen-Maturi, T. (2016). On the structure function and survival signature for system reliability. Safety and Reliability 36(2): 77-87.
- Coolen, F.P.A. & Coolen-Maturi, T. (2016). The structure function for system reliability as predictive (imprecise) probability. Reliability Engineering & System Safety 154: 180-187.
- Coolen-Maturi, T., Coolen, F.P.A. & Muhammad, N. (2016). Predictive inference for bivariate data: Combining nonparametric predictive inference for marginals with an estimated copula. Journal of Statistical Theory and Practice 10(3): 515-538.
- Coolen-Maturi, T. (2016). New weighted rank correlation coefficients sensitive to agreement on top and bottom rankings. Journal of Applied Statistics 43(12): 2261-2279.
- Tee, F.K., Khan, L.R. & Coolen-Maturi, T. (2015). Application of receiver operating characteristic curve for pipeline reliability analysis. Proceedings of the institution of Mechanical Engineers, part O journal of risk and reliability 229(3): 181-192.
- Coolen, F.P.A. & Coolen-Maturi, T. (2015). Predictive inference for system reliability after common-cause component failures. Reliability Engineering & System Safety 135: 27-33.
- Coolen-Maturi, T. & Coolen, F.P.A. (2015). Nonparametric Predictive Inference with Combined Data Under Different Right-Censoring Schemes. Journal of Statistical Theory and Practice 9(2): 288-304.
- Coolen-Maturi, T. (2014). Nonparametric predictive pairwise comparison with competing risks. Reliability Engineering & System Safety 132: 146-153.
- Coolen, F.P.A. Coolen-Maturi, T. & Al-nefaiee, A.H. (2014). Nonparametric predictive inference for system reliability using the survival signature. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 228(5): 437-448.
- Coolen-Maturi, T., Elkhafifi, F.F. & Coolen, F.P.A. (2014). Three-group ROC analysis: a nonparametric predictive approach. Computational Statistics & Data Analysis 78: 69-81.
- Coolen-Maturi, T. (2014). A New Weighted Rank Coefficient of Concordance. Journal of Applied Statistics 41(8): 1721-1745.
- Coolen-Maturi, T. & Coolen, F.P.A. (2014). Nonparametric predictive inference for combined competing risks data. Reliability Engineering & System Safety 126: 87-97.
- Coolen, F.P.A., Coolen-Schrijner, P. & Coolen-Maturi, T. (2013). Nonparametric Predictive Inference for Ordinal Data. Communications in Statistics - Theory and Methods 42(19): 3478-3496.
- Coolen-Maturi, T. (2013). Islamic Insurance (Takaful): Demand and Supply in the UK. International Journal of Islamic and Middle Eastern Finance and Management 6(2): 87-104.
- Coolen-Maturi, T., Coolen-Schrijner, P. & Coolen, F.P.A. (2012). Nonparametric predictive multiple comparisons of lifetime data. Communications in Statistics - Theory and Methods 41(22): 4164-4181.
- Coolen-Maturi, T., Coolen-Schrijner, P. & Coolen, F.P.A. (2012). Nonparametric predictive inference for binary diagnostic tests. Journal of Statistical Theory and Practice 6(4): 665-680.
- Coolen-Maturi, T., Coolen-Schrijner, P. & Coolen, F.P.A. (2012). Nonparametric predictive inference for diagnostic accuracy. Journal of Statistical Planning and Inference 142(5): 1141-1150.
- Coolen-Maturi, T, Coolen-Schrijner, P, & Coolen, F.P.A. (2011). Nonparametric predictive selection with early experiment termination. Journal of Statistical Planning and Inference 141(4): 1403-1421.
- Coolen-Maturi, T. & Coolen, F.P.A. (2011). Unobserved, re-defined, unknown or removed failure modes in competing risks. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 225(4): 461-474.
- Maturi, T.A. & Elsayigh, A. (2010). A Comparison of Correlation Coefficients via a Three-Step Bootstrap Approach. Journal of Mathematics Research 2(2): 3-10.
- Maturi, TA, Coolen-Schrijner, P & Coolen, FPA (2010). Nonparametric predictive comparison of lifetime data under progressive censoring. Journal of Statistical Planning and Inference 140(2): 515–525.
- Maturi, T.A., Coolen-Schrijner, P. & Coolen, F.P.A. (2010). Nonparametric predictive inference for competing risks. Proceedings of the Institution of Mechanical Engineers - Part O: Journal of Risk and Reliability 224(1): 11-26.
- Maturi, T.A. & Elsayigh, A. (2009). The Correlation between Variate-Values and Ranks in Samples from Complete Fourth Power Exponential Distribution. Journal of Mathematics Research 1(1): 14-18.
- Maturi, T.A., Coolen-Schrijner, P. & Coolen, F.P.A. (2009). Nonparametric predictive pairwise comparison for real-valued data with terminated tails. International Journal of Approximate Reasoning 51(1): 141-150.
- Maturi, T.A. & Abdelfattah, E.H. (2008). A New Weighted Rank Correlation. Journal of Mathematics and Statistics 4(4): 226-230.
Other (Print)
- Maturi, T.A. (2010). Nonparametric Predictive Inference for Multiple Comparisons. PhD Thesis, Durham University, UK
Supervision students
Abdulmajeed Alharbi
3S
Andrea Simkus
4S+
Fatimah Alshihry
3S
Hadeer Ghonem
2S
Hamdah Alshamari
1S
Kholood Alyazidi
4S
Mohammed Alhanif
3S
Norah Alalyani
4S
Norah Alshahrani
3S
Nouf Alawaji
1S
Rakan Alrekayan
2S
Reid Alotaibi
4S
Taghreed Almasoud
3S
Taghreed Alnefaie
1S