A Trader's Guide To Quantitative Methods
(Don’t
Panic
):
Monte Carlo
Methods
Selected (partial) Extracts
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pages, much software, e-Book &soft cover)
These links are extracts, typically only few pages each (**).
PART I – Basic Maths
3.2 Slopes and Derivatives
3.4 Higher Order Derivatives
3.5.2 Total Derivatives
4.2.2 The “area under the curve again” – CumNorm(x) & Cos(x)
4.8.4 Example Quadrature – Digital Option
5.2.5 Example Histograms: British Petroleum – “Data Pre-Processing”
5.2.8 Example Histograms: T-Bond Implied & Historical Volatility – “Statistical Smoothening”
5.9.3 Example: Moving Correlation in Structured Products
6.2.3 Probability Spaces & Algebras (Borel, Sigma, etc)
6.6 Multi-Dimensional Distributions
6.9.4 A 1st “Good” Shape for Uncertainty – Commodities and Skews/Jumps
6.10 Inverse Distributions
6.12 Properties and Manipulation of Distributions
6.13 Moment Generating Functions and the Characteristic Equation
These links are extracts, in PDF format, typically only few pages each.
PART II – Monte Carlo Methods
9 Monte Carlo Methods – The Basics
9.1 Monte Carlo Basics
9.2 MC Basics: Forecasting Forward Prices
10.1.2 Pay-out and Distribution
10.2 Simple MC Call Option Valuation
10.3.3 In situ – 2 (Random function + Iterator function)
10.3.4 In situ – 3 (columns vs. “looping sheet” with TG2MCX®)
10.5 MC VBA Code: Vanilla Options
11.1.5 MC Knock-Out Call: In situ Spreadsheet Implementation
11.2.4 MC Asian Options: In-situ Spreadsheet Implementation
11.2.7 MC Asian Options: Error Analyses and Usage
11.3.2 Compound Option: Call on Call Pricing Formula
11.3.4 MC Compound Options – In situ spreadsheet Implementation
11.4.4 MC American Options: VBA Code
11.4.5 MC Early Exercise: Error Analysis and Usage
12.1.2 MC Mean-Reverting Valuation: Spreadsheet Implementation
12.2.2 A 2-Factor MC Iterator
12.2.5 Convertible Bonds (2-Factor + Other Extensions)
13.2 Traditional Sensitivity Risk Measures
13.4 Monte Carlo Sensitivity-based Risk Measures
15.9 PaR Portfolio Simulation: 2 – Advanced Considerations (PaR for portfolios)
16.5.1 Computational Issues and Error Reduction
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ARTShop
(867+
colour
pages, much software, e-Book &soft cover)
Go to TG2
Series home
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