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- A Tutorial on Hidden Markov Model with a Stock Price Example - Part 1
- A Tutorial on Hidden Markov Model with a Stock Price Example – Part 2
- Hidden Technical Debt of Machine Learning - Play Now Pay Later
- Gaussian Mixture Model with Application to Anomaly Detection
- Two Ways to Perform Linear Regression in Python with Numpy and Scikit-Learn
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# Category Archives: Numerical Analysis

## Absolute vs. Proportional Returns

Greetings, my blog readers! It will be a safe assumption to make that people who read my blogs work with data. In finance, the data is often in form of asset prices or other market indicators like implied volatility. Analyzing … Continue reading

Posted in Home, Numerical Analysis
Tagged Data science, finance

## Computing Bond Yield with Newton’s Method

In fixed income analysis it is often required to calculate the yield of some coupon paying instrument, for example a bond. Very simply, an yield of a bond is defined as a single rate of return. Under continuous compounding, given … Continue reading

Posted in Numerical Analysis
Tagged c#, Numerical Analysis

## Linear and Cubic Spline Interpolation

In this post on numerical methods I will share with you the theoretical background and the implementation of the two types of interpolations: linear and natural cubic spline. These interpolations are often used within the financial industry. For example, discount … Continue reading

## Using Boost Math Library in C#

Hello, In this post I will share with you a lazy way to expose boost.math library to a C# project using C++/CLI. It is lazy and very wrong to do it this way, but I would like to share it … Continue reading

Posted in C# Programming, Numerical Analysis

## Decision Tree Classifier – Part 1

To continue my blogging on machine learning (ML) classifiers, I am turning to decision trees. The post on decision trees will be in two parts. Part 1 will provide an introduction to how decision trees work and how they are … Continue reading

Posted in Machine Learning, Numerical Analysis
Tagged Machine Learning, Numerical Analysis