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Java class library for solving equations and interpolating functions
Statistics, Discrete Prob, Distributions, Hypo. testing, Correlation,Regression
Java class library for solving local or global optimization problems.
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Java API Components offering refined numerical procedures to either construct a function of one or two variables from a set of points (i.e. interpolate), or solve an equation of one variable. The interpolation procedures provided include Newton polynomials, Lagrange's formula, Burlisch-Stoer algorithm, Cubic splines (natural and free), Bicubic interpolation and procedures for find the interpolation functions coefficients.
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Offers functionality from Basic Statistics, Discrete Probability, Standard Probability Distributions, Hypothesis Testing, Correlation and Linear Regression
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Refined procedures for solving and performing sensitivity analysis on uni and multi dimensional, local or global optimization problems which may or may not have linear constraints. Specialized Linear programming algorithms based on the Simplex Algorithm and duality are included along with a framework for sensitivity analysis w.r.t. boundaries (duality, or direct approach), or object function coefficients.
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Apply the Markowitz Theory and Capital Asset Pricing Model (CAPM) to analyze and construct the optimal portfolio with/without asset weight constraints with respect to Markowitz Theory by giving the risk, return or investors utility function; or with respect to CAPM by given the risk, return or Market Portfolio weighting. Also includes Performance Evaluation, interpolation procedures, analysis of Efficient Frontier, Market Portfolio and CML.
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Java API for price option and futures contracts using Monte Carlo and Finite Difference techniques. General MC pricing framework: wide range of contracts, price, interest and vol models. Prices European, Asian, American, Lookback, Bermuda and Binary Options using Analytic, Monte Carlo and Finite Difference inaccordance with a number of vol, price, volatility and rate models.
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Java Components offering general Interest derivatives pricing framework: set contract and vol/price/interest models and run MC. Also allows the pricing and risk analytics of interest rate cash and derivative products. We also cover the fundamental theory of bonds including: Treasury bonds, Yield/Pricing, Zero Curve, Forward rates/FRAs, Duration and Convexity. Download then "java -jar *.jar" at prompt.
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