Introductory Mathematics and Statistics for Islamic Finance Website 1st Edition by Abbas Mirakhor, Noureddine Krichene ISBN 111877969X 9781118779699

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Product details:

ISBN 10: 111877969X

ISBN 13: 9781118779699 

Author: Abbas Mirakhor, Noureddine Krichene 

A unique primer on quantitative methods as applied to Islamic finance

Introductory Mathematics and Statistics for Islamic Finance + Website is a comprehensive guide to quantitative methods, specifically as applied within the realm of Islamic finance. With applications based on research, the book provides readers with the working knowledge of math and statistics required to understand Islamic finance theory and practice. The numerous worked examples give students with various backgrounds a uniform set of common tools for studying Islamic finance.

The in-depth study of finance requires a strong foundation in quantitative methods. Without a good grasp of math, probability, and statistics, published theoretical and applied works in Islamic finance remain out of reach. Unlike a typical math text, this book guides students through only the methods that directly apply to Islamic finance, without wasting time on irrelevant techniques. Each chapter contains a detailed explanation of the topic at hand, followed by an example based on real situations encountered in Islamic finance. Topics include:

• Algebra and matrices
• Calculus and differential equations
• Probability theory
• Statistics

Written by leading experts on the subject, the book serves as a useful primer on the analysis methods and techniques students will encounter in published research, as well as day-to-day operations in finance. Anyone aspiring to be successful in Islamic finance needs these skills, and Introductory Mathematics and Statistics for Islamic Finance + Website is a clear, concise, and highly relevant guide.

Table of contents:

Part I: Mathematics

1. Elementary Mathematics
2. Functions and Models
3. Differentiation and Integration of Functions
4. Partial Derivatives
5. Logarithm, Exponential, and Trigonometric Functions
6. Linear Algebra
7. Differential Equations
8. Difference Equations
9. Optimization Theory
10. Linear Programming

Part II: Statistics
11. Introduction to Probability Theory: Axioms and Distributions
12. Probability Distributions and Moment Generating Functions
13. Sampling and Hypothesis Testing Theory
14. Regression Analysis
15. Time Series Analysis
16. Nonstationary Time Series and Unit-Root Testing
17. Vector Autoregressive Analysis (VAR)
18. Co-Integration: Theory and Applications
19. Modeling Volatility: ARCH-GARCH Models
20. Asset Pricing under Uncertainty
21. The Consumption-Based Pricing Model
22. Brownian Motion, Risk-Neutral Processes, and the Black-Scholes Model

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Tags: Abbas Mirakhor, Noureddine Krichene, Introductory, Mathematics, Statistics, Islamic Finance