Curriculum Vitae
AREAS OF EXPERTISE
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STATISTICAL MODELLING
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STATISTICAL COMPUTINGsimulation; Markov chain Monte Carlo; mode jumping; Bayesian
ACADEMIC QUALIFICATION
- PhD (Bath), (Markov Chain Monte Carlo)Bath University, Bath, UK
- MSC (DISTINCTION), (STATISTIK)Universiti Malaya (UM)
- BSC (HONS), (STATISTIK GUNAAN)Universiti Sains Malaysia (USM)
ADMINISTRATIVE DUTIES
- ISM Curriculum Committee Member15 Dec 2021 - present (Institute of Mathematical Sciences, Faculty of Science)
- Wakil Jawatankuasa Ijazah Tinggi Fakulti (JKITF), Fakulti Sains18 Sep 2023 - 01 Sep 2024 (Faculty)
- Curriculum Review01 Aug 2023 - 31 Jul 2024 (Faculty)
- Task Force Member24 Aug 2023 - 30 Jun 2024 (University Malaya)
- Timbalan Ketua Ijazah Tinggi, Institut Sains Matematik03 Jan 2023 - 31 Dec 2023 (Department)
- Committee Members31 May 2022 - 30 Jun 2023 (Faculty)
- Task Force Member19 Sep 2022 - 30 Apr 2023 (University Malaya)
- Task Force Member01 Feb 2023 - 03 Feb 2023 (Faculty)
- Committee Members15 Dec 2021 - 12 Jan 2023 (Department)
- Task Force Member13 May 2022 - 31 Dec 2022 (University Malaya)
- Committee Members01 Oct 2020 - 30 Sep 2022 (Institute of Mathematical Sciences, Faculty of Science)
- Task Force Leader29 Mar 2022 - 30 Jun 2022 (University Malaya)
- ISM External Relations & Alumni Committee Member01 Jul 2009 - 28 Feb 2021 (Institute of Mathematical Sciences, Faculty of Science)
- ISM MoU/MoA Committee Member01 Mar 2020 - 28 Feb 2021 (Institute of Mathematical Sciences, Faculty of Science)
- ISM Higher Degree Committee Member01 Mar 2020 - 31 Jan 2021 (Institute of Mathematical Sciences, Faculty of Science)
- Wakil ISM KE JKIT Fakulti Sains01 Mar 2020 - 31 Jan 2021 (Institute of Mathematical Sciences, Faculty of Science)
- Programme Coordinator (MSc in Statistics by coursework)02 Aug 2018 - 19 Jan 2021 (Institute of Mathematical Sciences, Faculty of Science)
- Fakulti Sains Alumni Committee Member02 Jan 2019 - 31 Dec 2019 (Institute of Mathematical Sciences, Faculty of Science)
- Fakulti Sains Promotion Committee Member05 Jan 2018 - 30 Dec 2019 (Institute of Mathematical Sciences, Faculty of Science)
- ISM Safety/Green Energy Committee Member01 Sep 2017 - 01 Sep 2019 (Institute of Mathematical Sciences, Faculty of Science)
- Fakulti Sains Alumni Tracker Committee Member02 Mar 2018 - 01 Mar 2019 (Institute of Mathematical Sciences, Faculty of Science)
- Wakil Kantin, Fakulti Sains01 Sep 2017 - 28 Feb 2019 (Institute of Mathematical Sciences, Faculty of Science)
- Institut Sains Matematik MoU/MoA Coordinator05 Apr 2016 - 31 Dec 2018 (Institute of Mathematical Sciences, Faculty of Science)
- Faculty of Science Alumni Committee Member27 Oct 2010 - 31 Dec 2018 (Institute of Mathematical Sciences, Faculty of Science)
- Auditor Audit Kendiri Fakulti Sains 201821 May 2018 - 25 May 2018 (Institute of Mathematical Sciences, Faculty of Science)
- Fakulti Sains Promotion Committee Member01 Oct 2015 - 31 Dec 2017 (Institute of Mathematical Sciences, Faculty of Science)
- Auditor Audit Kendiri Fakulti Sains 201703 Apr 2017 - 07 Apr 2017 (Faculty)
- Ahli Jawatankuasa Buku Panduan ISM01 Oct 2011 - 31 Dec 2016 (Institute of Mathematical Sciences, Faculty of Science)
- Auditor Audit Kendiri Fakulti Sains 201611 Apr 2016 - 14 Apr 2016 (Faculty)
- Auditor Audit Kendiri Fakulti Sains 201526 Oct 2015 - 30 Oct 2015 (Faculty)
- Ahli Jawatankuasa Tutorial ISM01 Jul 2009 - 31 Dec 2012 (Institute of Mathematical Sciences, Faculty of Science)
MEMBERSHIPS
- SECTION EDITOR, MATEMATIKA: MALAYSIAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS, BOARD MEMBER2023 to present (National)
- PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), COMMITTEE MEMBER2023 to present (National)
- PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), MEMBERSince 2013 (National)
- INSTITUT STATISTIK MALAYSIA (ISM), MEMBERSince 2013 (National)
- PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), COMMITTEE MEMBER2021 to 2023 (National)
- INSTITUT STATISTIK MALAYSIA (ISM), SECRETARY2020 to 2022 (National)
- PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), COMMITTEE MEMBER2019 to 2021 (National)
- INSTITUT STATISTIK MALAYSIA, ASSISTANT SECRETARY2018 to 2020 (National)
AWARD AND STEWARDSHIP
- EXCELLENCE SERVICE AWARDUniversity of Malaya, 2023 (University)
- Best Article In Simposium Kebangsaan Sains Dan Matematik 2022Simposium Kebangsaan Sains Dan Matematik 2022, 2022 (National)
- CERTIFICATE OF EXCELLENT SERVICEUniversity of Malaya, 2019 (University)
- CERTIFICATE OF EXCELLENT SERVICEUniversity of Malaya, 2017 (University)
- CERTIFICATE OF EXCELLENT SERVICEUniversity of Malaya, 2016 (University)
PUBLICATIONS
Article in Journal
WoS
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Ting, Sie Kim; Ibrahim, Adriana Irawati Nur; Abdullah, Norli Anida (2023). Simultaneous confidence regions for the difference between two multivariate complex normal means, COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION. . doi:10.1080/03610918.2023.2278024
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Zhang, Pei; Ibrahim, Adriana Irawati Nur; Mohamed, Nur Anisah (2023). Anticipated BSDEs Driven by Fractional Brownian Motion with a Time-Delayed Generator, MATHEMATICS. 11(23). doi:10.3390/math11234845
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Zhang, Pei; Mohamed, Nur Anisah; Ibrahim, Adriana Irawati Nur (2023). Mean-Field and Anticipated BSDEs with Time-Delayed Generator, MATHEMATICS. 11(4). doi:10.3390/math11040888
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Yahaya, M.; Lim, S. L.; Ibrahim, A. I. N.; Yeong, W. C.; Khoo, M. B. C. (2022). A VARIABLE SAMPLE SIZE SYNTHETIC CHART FOR THE COEFFICIENT OF VARIATION, SOUTH AFRICAN JOURNAL OF INDUSTRIAL ENGINEERING. 33(1), 1-15. doi:10.7166/33-1-2545
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Zhang, Pei; Ibrahim, Adriana Irawati Nur; Mohamed, Nur Anisah (2022). Backward Stochastic Differential Equations (BSDEs) Using Infinite-Dimensional Martingales with Subdifferential Operator, AXIOMS. 11(10). doi:10.3390/axioms11100536
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Yahaya, Masthura Binti; Li Lim, Sok; Ibrahim, Adriana Irawati Nur binti; Yeong, Wai Chung; Khaw, Khai Wah (2021). OPTIMAL DESIGNS OF THE VARIABLE PARAMETERS X ESTIMATED PROCESS PARAMETERS CHART WITH, INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE. 28(3), 277-297
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Ismail, H., Manaf, M. R. A., Gafor, A. H. A., Zaher, Z. M. M., & Ibrahim, A. I. N. (2019). Economic Burden of ESRD to the Malaysian Health Care System. Kidney International Reports, 4(9), 1261-1270. doi: 10.1016/j.ekir.2019.05.016
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Lim, F. P., Mohamed, I. B., Ibrahim, A. I. N., Goh, S. L., Mohamed, N. A., Rahman, A. (2019). Outlier Detection in 2 x 2 Crossover Design using Bayesian Framework. Sains Malaysiana, 48(4), 893-899. doi:10.17576/jsm-2019-4804-22
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Mohammed, M. A., Ibrahim, A. I. N., Siri, Z., Noor, N. F. M. (2019). Mean Monte Carlo Finite Difference Method for Random Sampling of a Nonlinear Epidemic System. Sociological Methods Research, 48(1), 34-61. doi:10.1177/0049124116672683
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Sadikon, N. H., Ibrahim, A. I. N., Mohamed, I., Shimizu, K. (2019). A new test of discordancy in cylindrical data. Communications in Statistics-Simulation and Computation, 48(8), 2512-2522. doi:10.1080/03610918.2018.1458131
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Mohammed, Maha A.; Noor, N. F. M.; Ibrahim, A. I. N.; Siri, Z. (2018). A non-conventional hybrid numerical approach with multi-dimensional random sampling for cocaine abuse in Spain, INTERNATIONAL JOURNAL OF BIOMATHEMATICS. 11(8). doi:10.1142/S1793524518501103
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Rozliman, N. A., Ibrahim, A. I. N., Yunus, R. M. (2018). Bayesian approach to errors-in-variables in count data regression models with departures from normality and overdispersion. Journal of Statistical Computation and Simulation, 88(2), 203-220. doi:10.1080/00949655.2017.1381845
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Sadikon, N. H., Ibrahim, A. I. N., Mohamed, I., Pathmanathan, D. (2018). A New Discordancy Test on a Regression for Cylindrical Data. Sains Malaysiana, 47(6), 1319-1326. doi:10.17576/jsm-2018-4706-29
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Hussin, Nur Hayati; Yusoff, Ismail; Tahir, Wan Zakaria Wan Muhd; Mohamed, Ibrahim; Ibrahim, Adriana Irawati Nur; Rambli, Adzhar (2016). Multivariate statistical analysis for identifying water quality and hydrogeochemical evolution of shallow groundwater in Quaternary deposits in the Lower Kelantan River Basin, Malaysian Peninsula, ENVIRONMENTAL EARTH SCIENCES. 75(14). doi:10.1007/s12665-016-5705-3
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Khan, S., Pratikno, B., Ibrahim, A. I. N., Yunus, R. M. (2016). The Correlated Bivariate Noncentral F Distribution and Its Application, Communications in Statistics-Simulation and Computation. 45(103491-3507), Article
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Mohamed, I. B.; Rambli, A.; Khaliddin, N.; Ibrahim, A. I. N. (2016). A New Discordancy Test in Circular Data Using Spacings Theory, COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION. 45(8), 2904-2916. doi:10.1080/03610918.2014.932799
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Mohamed, Ibrahim; Othman, Faridah; Ibrahim, Adriana I. N.; Alaa-Eldin, M. E.; Yunus, Rossita M. (2015). Assessment of water quality parameters using multivariate analysis for Klang River basin, Malaysia, ENVIRONMENTAL MONITORING AND ASSESSMENT. 187(1). doi:10.1007/s10661-014-4182-y
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Nawama, M.; Ibrahim, A. I. N.; Mohamed, I. B.; Yahya, M. S.; Taib, N. A. M. (2015). Outlier Detection using Generalized Linear Model in Malaysian Breast Cancer Data, SAINS MALAYSIANA. 44(10), 1417-1422
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Hussin, A. G.; Abuzaid, A. H.; Ibrahim, A. I. N.; Rambli, A. (2013). Detection of Outliers in the Complex Linear Regression Model, SAINS MALAYSIANA. 42(6), 869-874
Scopus
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Alwani Z.I.Z., Ibrahim A.I.N., Yunus R.M., Yusof F. (2023). Comparison of Count Data Generalised Linear Models: Application to Air-Pollution Related Disease in Johor Bahru, Malaysia, Pertanika Journal of Science and Technology. 31(4), 1881-1894. doi:10.47836/pjst.31.4.16
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Ismail H., Abdul M.M.R., Abdul G.A.H., Mohamad Z.Z.M., Nur I.A.I. (2019). International Comparisons of Economic Burden of EndStage Renal Disease to the National Healthcare Systems, IIUM Medical Journal Malaysia. 18(3), 188-196. doi:10.31436/IMJM.V18I3.210
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Zainuddin A.A., Nor N.M., Yusof S.M., Ibrahim A.I.N., Aris T., Huat F.L. (2019). Changes in energy and nutrient intakes among Malaysian adults: Findings from the Malaysian Adult Nutrition Survey (MANS) 2003 and 2014, Malaysian Journal of Nutrition. 25(2), 273-285. doi:10.31246/nutriweb-2018-0023
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Zainuddin A.A., Nor N.M., Yusof S.M., Ibrahim A.I.N., Aris T., Huat F.L. (2019). Under-reporting of energy and nutrient intake is a persistent issue in the Malaysian Adult Nutrition Surveys, Malaysian Journal of Nutrition. 25(2), 261-271. doi:10.31246/nutriweb-2018-0022
Article in Proceeding
WoS
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Rozliman, Nur Aainaa; Ibrahim, Adriana Irawati Nur; Yunus, Rossita Mohammad (2017). Bayesian Approach to Errors-in-Variables in Regression Models, 3RD ISM INTERNATIONAL STATISTICAL CONFERENCE 2016 (ISM III): BRINGING PROFESSIONALISM AND PRESTIGE IN STATISTICS. 1842. doi:10.1063/1.4982856
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Chan, Lay Guat; Ibrahim, Adriana Irawati Nur Binti (2016). Markov Chain Monte Carlo Simulation for Bayesian Hidden Markov Models, 4TH INTERNATIONAL CONFERENCE ON QUANTITATIVE SCIENCES AND ITS APPLICATIONS (ICOQSIA 2016). 1782. doi:10.1063/1.4966059
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Mohammed, Maha A.; Noor, Noor Fadiya Mohd; Siri, Zailan; Ibrahim, Adriana Irawati Nur (2015). Numerical Solution for Weight Reduction Model Due to Health Campaigns in Spain, 22ND NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM22). 1682. doi:10.1063/1.4932414
Scopus
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Ibrahim A.I.N., Koay H.Y. (2024). Application of generalized additive models to air-pollution related disease, AIP Conference Proceedings. 3150(1). doi:10.1063/5.0227867
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Lee C.H., Ibrahim A.I.N. (2024). Style investing analysis of Malaysian stock market using Bayesian network, AIP Conference Proceedings. 2905(1). doi:10.1063/5.0171668
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Silu W., Ibrahim A.I. (2023). Forecasting the transmission of COVID-19 using long short-term memory (LSTM) networks, AIP Conference Proceedings. 2500. doi:10.1063/5.0109931
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Zulki Alwani Z.I., Ibrahim A.I.N., Yunus R.M., Yusof F. (2021). Application of zero-truncated count data regression models to air-pollution disease, Journal of Physics: Conference Series. 1988(1). doi:10.1088/1742-6596/1988/1/012096
Others
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Rozliman, N. A., Ibrahim, A. I. N., & Yunus, R. M. (2017). Bayesian approach to errors-in-variables in Poisson regression models. In Proceedings 2nd ISI Regional Statistics Conference, Bali, Indonesia.
RESEARCH PROJECT
National
- 2023 - 2025, Fundamental Research Grant Scheme (FRGS)Restricted Ridge Estimator In Semi-parametric Logistic Regression Model ( Co-Researcher)
- 2019 - 2023, Fundamental Research Grant Scheme (FRGS)New Estimation Method For Extended Count Data Regression Models With Errors-in-variables Using Bayesian Approach ( Principal Investigator(PI))
- 2014 - 2018, Fundamental Research Grant Scheme (FRGS)Development Of New Procedures For Outlier Detection In Cylindrical Data ( Principal Investigator(PI))
- 2011 - 2014, Geran Penyelidikan Universiti Malaya (UMRG) - AFR (Frontier Science)A NEW APPROACH TO MODE JUMPING IN MARKOV CHAIN MONTE CARLO SAMPLING AND ITS APPLICATIONS ( Principal Investigator(PI))
- 2018 - 2019, FS-UMRGStatistical Modelling And Inference For Count Time Series With Overdispersion ( Consultant)
- 2018 - 2019, FS-UMRGOutliers Detection in Spatial Multivariate Data with the Application on Malaysian Water Quality Data ( Consultant)
- 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG)On Higher Approximation In Generalized Urn Model (UMRG - RP009C-13AFR) ( Consultant)
- 2011 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)In search of appropriate test ( Consultant)
ACADEMIC/PROF. SERVICES
Contribution to external organisation
- (2020) Seminar Kebangsaan Institut Statistik Malaysia ke-14 (SKISM-XIV), Universiti Malaya
- (2020) Cabaran Statistik/Matematik Peringkat Kebangsaan 2020 Kali Pertama (ISMchallenge-I 2020), Institut Statistik Malaysia
- (2020) Scientific Paper Committee Member for 7th Malaysia Statistics Conference (MyStats 2020), Department of Statistics Malaysia
- (2020) Ketua Pasukan/Auditor bagi Audit Kualiti Dalaman Universiti Malaya 2020, Universiti Malaya
- (2019) Auditor Dalaman bagi Audit Kualiti Dalaman Universiti Malaya 2019, Universiti Malaya
- (2019) Audit Kendiri Fakulti Sains, Fakulti Sains, Universiti Malaya
- (2018) Scientific program of the 4th ISM International Statistical Conference (ISM-IV), Institut Statistik Malaysia
- (2018) Persidangan Statistik Malaysia ke-6 (MyStats 2018), Jabatan Perangkaan Malaysia
- (2018) University of Malaya-Indonesian Universities Symposium 2018 (UMInd 2018), Faculty of Science, University of Malaya
- (2017) Auditor Dalaman bagi Audit Kualiti Dalaman Universiti Malaya 2017, University Malaya
- (2016) Auditor bagi Audit Prestasi Pusat Penyelidikan, Universiti Malaya
- (2016) Auditor Dalaman bagi Audit Kualiti Dalaman Universiti Malaya 2016, Universiti Malaya
- (2016) The 3rd ISM International Statistical Conference (ISM-III), Institut Sains Matematik, Universiti Malaya
- (2015) Auditor Dalaman bagi Audit Kualiti Dalaman Universiti Malaya 2015, Universiti Malaya
- (2014) Simposium Kebangsaan Sains Matematik (SKSM) Ke-22, Institut Sains Matematik, Universiti Malaya
- (2014) Judge for 9th Mathematics and Physical Sciences Graduate Congress (MPSGC), Fakulti Sains, University Malaya
- (2011) Audit Kualiti Dalaman Universiti Malaya 2011, Universiti Malaya
- (2010) Seminar Pra-Hari Statistik Sedunia, Institut Statistik Malaysia
SUPERVISION
Postgraduate Student
PhD/ Doctoral
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(2024) Backward Stochastic Differential Equations and its Statistical Methods, ZHANG PEI
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(2024) IMPROVED GAUSSIAN PROCESS REGRESSION FOR LARGE DATASET, AVINNAASH A/L SURESH
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(2024) BAYESIAN GENERALISED LINEAR MODEL, ZETTY IZZATI BINTI ZULKI ALWANI
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(2022) Adaptive Charts for Estimated Parameters and Coefficient of Variation, MASTHURA BINTI YAHAYA
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(2019) Projection Of Economic Burden Of End Stage Renal Disease To The Public Sector In Malaysia, Dr. Hirman bin Ismail (Pusat Perubatan Universiti Kebangsaan Malaysia (Ppukm))
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(2017) MODIFIED FINITE DIFFERENCE METHOD USING RANDOM SAMPLING FOR NONLINEAR EPIDEMIC MODELS, MAHA ABDULJABBAR MOHAMMED
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(2016) Nutrition Transition and Its Association with Obesity in Malaysia Adults from 2003 to 2014, Ahmad Ali bin Zainuddin (Universiti Teknologi MARA (UiTM))
Master
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(2021) Confidence Region for the Difference between Two Means of Multivariate Complex Normal Distribution, MSc in Statistics by Coursework, Ting Sie Kim
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(2020) Style Analysis of Malaysian Stock Market using Bayesian Network, MSc in Statistics by Coursework, Lee Chiau Hung
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(2020) Modelling Of Air Pollution-Related Diseases In Malaysia, MSc in Statistics by Coursework, Koay Hui Yin
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(2020) Forecasting The Transmission Of COVID-19 Using Long Short-Term Memory Networks, MSc in Statistics by Coursework, Wei Silu
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(2019) Bayesian Approach to Errors-in-Variables in Regression Models, MSc in Statistics by Coursework, Nurzafirah Hani Binti Mohd Yahya
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(2018) Bayesian Stuctural Time Series Model, MSc (Statistics) by Coursework, Hemma Permal
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(2017) A Comparison Between Spatial and Non-spatial Logistic Regression with Application to Earthquake Data, MSc (Statistics) by Coursework, Nur Saadah binti Abd Majid
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(2017) BAYESAN APPROACH TO ERRORS-IN-VARIABLES IN COUNT DATA REGRESSION MODELS, NUR AAINAA BT ROZLIMAN
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(2016) Bayesian Principal Component Analysis, MSc (Statistics) By Coursework, Asmida bt Mustafa
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(2016) OUTLIER DETECTION IN CYLINDRICAL DATA, NURUL HIDAYAH BINTI SADIKON
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(2015) The 3-k Factorial Design with Application, MSc (Statistics) By Coursework, Jayeola Sunday Muyiwa
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(2015) Some Imputation Methods for Missing Data, MSc (Statistics) By Coursework, Ahmad Azizul Hakim bin Ismail
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(2014) Factor Screening Methods: A Comparative Analysis, MSc (Statistics) by Coursework, Alick Banda
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(2013) Spatio-Temporal Modelling Using Markov Chain Monte Carlo Simulation, MSc (Statistics) by Coursework, Nur Roslezzah binti Ramli
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(2012) Markov chain Monte Carlo simulation for Bayesian Hidden Markov Model, MSc (Statistics) by Coursework, Chan Lay Guat
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(2012) Bayesian Restoration of Digital Images using Markov chain Monte Carlo, MSc (Statistics) by Coursework, Nor Hafizah Binti Hussin
Under Graduate Students
- (2023) SIN3015 Projek Sains Matematik - Bayesian Approach In Condominium Price Modelling In Kuala Lumpur Malaysia
- (2022) SIN3015 Projek Sains Matematik - Heart Disease Modelling Using Logistic Regression
TEACHING
Doctor Of Philosophy
- (2024) SVX8001 - Research Methodology in Science
- (2022) SVX8001 - Research Methodology in Science
Master
- (2023) SQB7030 - Bayesian Statistics
- (2022) SQB7009 - Bayesian Statistics
- (2022) SQB7007 - Multivariate Analysis
- (2020) SQB7007 - Multivariate Analysis
- (2020) SVX8001 - Research Methodology in Science
- (2019) SQB7009 - Bayesian Statistics
- (2018) SQB7009 - Bayesian Statistics
- (2018) SQB7013 - Statistical Time Series
Bachelor
- (2024) SIT2008 - Further Mathematical Statistics
- (2023) SIT3003 - Computer Intensive Methods in Statistics
- (2023) SIT2008 - Further Mathematical Statistics
- (2023) SIT3014 - Introduction to Bayesian Statistics
- (2022) SIT3003 - Computer Intensive Methods in Statistics
- (2022) SIT2003 - Stochastic Processes
- (2021) SIT1001 - Probability and Statistics I
- (2021) SIT2001 - Probability and Statistics Ii
- (2020) SIT2001 - Probability and Statistics Ii
- (2020) SIT2003 - Stochastic Processes
- (2020) SIX1004 - Statistics
- (2019) SIT2003 - Stochastic Processes
- (2019) SIT3014 - Introduction to Bayesian Statistics
- (2018) SIT3003 - Computer Intensive Methods in Statistics
- (2018) SIT3004 - Applied Stochastic Processes
- (2017) SIT2002 - Further Mathematical Statistics
- (2017) SIT2004 - Regression Analysis