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ISSN: 2332-2071 Volume 8 Number 5 2020 Mathematics and Statistics http://www.hrpub.org Horizon Research Publishing, USA http://www.hrpub.org Mathematics and Statistics Mathematics and Statistics is an international peer-reviewed journal that publishes original and high-quality research papers in all areas of mathematics and statistics. As an important academic exchange platform, scientists and researchers can know the most up-to-date academic trends and seek valuable primary sources for reference. The subject areas include, but are not limited to the following fields: Algebra, Analysis, Applied mathematics, Approximation theory, Combinatorics, Computational statistics, Computing in Mathematics, Design of experiments, Discrete mathematics, Dynamical systems, Geometry and Topology, Logic and Foundations of mathematics, Number theory, Numerical analysis, Probability theory, Quantity, Recreational mathematics, Sample Survey, Statistical modelling, Statistical theory. 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Mathematics and Statistics Editor-in-Chief Prof. Dshalalow Jewgeni Florida Inst. of Technology, USA Members of Editorial Board Jiafeng Lu Zhejiang Normal University, China Nadeem-ur Rehman Aligarh Muslim University, India Debaraj Sen Concordia University, Canada Mauro Spreafico University of São Paulo, Brazil Veli Shakhmurov Okan University, Turkey Antonio Maria Scarfone Institute of Complex Systems - National Research Council, Italy Liang-yun Zhang Nanjing Agricultural University, China Ilgar Jabbarov Ganja state university, Azerbaijan Mohammad Syed Pukhta Sher-e-Kashmir University of Agricultural Sciences and Technology, India Vadim Kryakvin Southern Federal University, Russia Rakhshanda Dzhabarzadeh National Academy of Science of Azerbaijan, Azerbaijan Sergey Sudoplatov Sobolev Institute of Mathematics, Russia Birol Altın Gazi University, Turkey Araz Aliev Baku State University, Azerbaijan Francisco Gallego Lupianez Universidad Complutense de Madrid, Spain Hui Zhang St. Jude Children's Research Hospital, USA Yusif Abilov Odlar Yurdu University, Azerbaijan Evgeny Maleko Magnitogorsk State Technical University, Russia İmdat İşcan Giresun University, Turkey Emanuele Galligani University of Modena and Reggio Emillia, Italy Mahammad Nurmammadov Baku State University, Azerbaijan Horizon Research Publishing http://www.hrpub.org ISSN: 2332-2071 Table of Contents Mathematics and Statistics Volume 8 Number 5 2020 Efficiency of Parameter Estimator of Various Resampling Methods on WarpPLS Analysis (https://www.doi.org/10.13189/ms.2020.080501) Luthfatul Amaliana, Solimun, Adji Achmad Rinaldo Fernandes, Nurjannah .............................................................. 481 A Modified Robust Support Vector Regression Approach for Data Containing High Leverage Points and Outliers in the Y-direction (https://www.doi.org/10.13189/ms.2020.080502) Habshah Midi, Jama Mohamed ................................................................................................................................... 493 Test Efficiency Analysis of Parametric, Nonparametric, Semiparametric Regression in Spatial Data (https://www.doi.org/10.13189/ms.2020.080503) Diah Ayu Widyastuti, Adji Achmad Rinaldo Fernandes, Henny Pramoedyo, Nurjannah, Solimun ............................ 506 Construction of Bivariate Copulas on a Multivariate Exponentially Weighted Moving Average Control Chart (https://www.doi.org/10.13189/ms.2020.080504) Sirasak Sasiwannapong, Saowanit Sukparungsee, Piyapatr Busababodhin, Yupaporn Areepong............................... 520 Comparison for the Approximate Solution of the Second-Order Fuzzy Nonlinear Differential Equation with Fuzzy Initial Conditions (https://www.doi.org/10.13189/ms.2020.080505) Ali F Jameel, Akram H. Shather, N.R. Anakira, A. K. Alomari, Azizan Saaban ......................................................... 527 -action Induced by Shift Map on 1-Step Shift of Finite Type over Two Symbols and k-type Transitive (https://www.doi.org/10.13189/ms.2020.080506) Nor Syahmina Kamarudin, Syahida Che Dzul-Kifli ................................................................................................... 535 Modified Average Sample Number for Improved Double Sampling Plan Based on Truncated Life Test Using Exponentiated Distributions (https://www.doi.org/10.13189/ms.2020.080507) O. S. Deepa .................................................................................................................................................................. 542 Homotopy Perturbation Method for Solving Linear Fuzzy Delay Differential Equations Using Double Parametric Approach (https://www.doi.org/10.13189/ms.2020.080508) Ali F Jameel, Sardar G Amen, Azizan Saaban, Noraziah H Man, Fathilah M Alipiah................................................ 551 Integration of Cluster Centers and Gaussian Distributions in Fuzzy C-Means for the Construction of Trapezoidal Membership Function (https://www.doi.org/10.13189/ms.2020.080509) Siti Hajar Khairuddin, Mohd Hilmi Hasan, Manzoor Ahmed Hashmani .................................................................... 559 Hankel Determinant H2(3) for Certain Subclasses of Univalent Functions (https://www.doi.org/10.13189/ms.2020.080510) Andy Liew Pik Hern, Aini Janteng, Rashidah Omar ................................................................................................... 566 Fuzzy Sumudu Decomposition Method for Fuzzy Delay Differential Equations with Strongly Generalized Differentiability (https://www.doi.org/10.13189/ms.2020.080511) N. A. Abdul Rahman .................................................................................................................................................... 570 Construction a Diagnostic Test in the Form of Two-tier Multiple Choice on Calculus Material (https://www.doi.org/10.13189/ms.2020.080512) Edy Nurfalah, Irvana Arofah, Ika Yuniwati, Andi Haslinah, Dwi Retno Lestari ......................................................... 577 Stochastic Latent Residual Approach for Consistency Model Assessment (https://www.doi.org/10.13189/ms.2020.080513) Hani Syahida Zulkafli, George Streftaris, Gavin J. Gibson ......................................................................................... 583 Determining Day of Given Date Mathematically (https://www.doi.org/10.13189/ms.2020.080514) R. Sivaraman ............................................................................................................................................................... 590 Probabilistic Inventory Model under Flexible Trade Credit Plan Depending upon Ordering Amount (https://www.doi.org/10.13189/ms.2020.080515) Piyali Mallick, Lakshmi Narayan De .......................................................................................................................... 596 Finite Difference Method for Pricing of Indonesian Option under a Mixed Fractional Brownian Motion (https://www.doi.org/10.13189/ms.2020.080516) Chatarina Enny Murwaningtyas, Sri Haryatmi Kartiko, Gunardi, Herry Pribawanto Suryawan ................................ 610 Mathematics and Statistics 8(5): 481-492,