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Rancy Chepchirchir
Rancy Chepchirchir

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Stock Price Prediction with LSTM

LSTM networks were designed specifically to overcome the long-term dependency problem faced by recurrent neural networks RNNs (due to the vanishing gradient problem). LSTMs have feedback connections which make them different from more traditional feedforward neural networks. This study is an effort towards predicting stock prices of AAPL, MSFT, and…

Time Series Forecasting

14 min read

Stock Price Prediction with LSTM
Stock Price Prediction with LSTM
Time Series Forecasting

14 min read


Mar 13

Stability Tests done on Numerical Approaches under Option Pricing (Part 2)

Stability tests can also be performed for numerical methods used for option pricing in finance, such as the binomial model. The binomial model is a discrete-time model that approximates the continuous-time Black-Scholes model for option pricing. …

Options

12 min read

Stability Tests done on Numerical Approaches under Option Pricing (Part 2)
Stability Tests done on Numerical Approaches under Option Pricing (Part 2)
Options

12 min read


Mar 3

Stability Tests done on Numerical Approaches under Option Pricing (Part 1)

Introduction Numerical methods are essential tools in modern science, engineering, and finance. They allow for the computation of solutions to complex problems that cannot be solved analytically. However, numerical methods can be susceptible to errors, which can compromise the accuracy and stability of the solution. Stability tests are crucial in…

Numerical Analysis

8 min read

Stability Tests done on Numerical Approaches under Option Pricing (Part 1)
Stability Tests done on Numerical Approaches under Option Pricing (Part 1)
Numerical Analysis

8 min read


Jan 9

Numerical methods for American Option Pricing

Definition: An American option is a type of financial derivative that gives the holder the right, but not the obligation, to buy or sell an underlying asset at a specified price on or before a certain date. …

Option Pricing

8 min read

Numerical methods for American Option Pricing
Numerical methods for American Option Pricing
Option Pricing

8 min read

Rancy Chepchirchir

Rancy Chepchirchir

30 Followers

Data Scientist/Lead Data Analyst

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