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    Introductory Mathematics and Statistics for Islamic Finance. by Mirakhor, Abbas

    Published 2014
    Table of Contents: “…Elementary Mathematics -- Functions and Models -- Differentiation and Integration of Functions -- Partial Derivatives -- Logarithm, Exponential, and Trigonometric Functions -- Linear Algebra -- Differential Equations -- Difference Equations -- Optimization Theory -- Linear Programming -- Statistics. …”
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    Mathematical methods for finance : tools for asset and risk management by Focardi, Sergio M.

    Published 2013
    Table of Contents: “…Cornish-Fisher Expansion with Hermite PolynomialsTHE REGRESSION FUNCTION; Linear Regression; FAT TAILS AND STABLE LAWS; Fat Tails; The Class L of Fat-Tailed Distributions; The Law of Large Numbers and the Central Limit Theorem; Stable Distributions; KEY POINTS; CHAPTER 7 Optimization; INTRODUCTION; MAXIMA AND MINIMA; LAGRANGE MULTIPLIERS; NUMERICAL ALGORITHMS; Linear Programming; Quadratic Programming; CALCULUS OF VARIATIONS AND OPTIMAL CONTROL THEORY; STOCHASTIC PROGRAMMING; APPLICATION TO BOND PORTFOLIO: LIABILITY-FUNDING STRATEGIES; Cash Flow Matching; Portfolio Immunization.…”
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