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Correlations of Cryptocurrency Indicators and Google trend data

Correlations of Cryptocurrency Indicators and Google trend data

4. November 2018 · by johannes · in Cryptocurrency

In this article we discuss the correlation of cryptocurrency indicators regarding price and volume and google trend data. Furthermore, it is extension of an article I was writing about a year ago. Additional disclaimer: This is no investment advice or…

Crypto Portfolio Optimization Part 3: Numerical Optimization

Crypto Portfolio Optimization Part 3: Numerical Optimization

9. September 2018 · by johannes · in Cryptocurrency

In this article, we are going to use numerical optimization methods to perform crypto portfolio optimization. Additional disclaimer: This is no investment advice or encouragement to buy Crypto. Please, do your own research before investing. This tutorial is only for…

Crypto Portfolio Optimization Part 2: Pareto Optimization

Crypto Portfolio Optimization Part 2: Pareto Optimization

29. July 2018 · by johannes · in Cryptocurrency

In this article I will continue on crypto portfolio optimization. This time, return and risk are considered simulatenously which leads us to a Pareto optimization problem. In the following we are going to apply that to cryptocurrencies with the largest…

Scraping websites for historical Bitcoin data using Python

Scraping websites for historical Bitcoin data using Python

15. June 2018 · by johannes · in Cryptocurrency

In this post we will be scraping websites (coinmarketcap.com) for historical bitcoin data using BeautifulSoup and Python. Furthermore, the data is processed and put into a Pandas dataframe. After that, the historical Bitcoin data is used to plot a candlestick…

Crypto Portfolio Optimization Part 1: Correlation Matrix

Crypto Portfolio Optimization Part 1: Correlation Matrix

8. May 2018 · by johannes · in Cryptocurrency

In this post I will talk about how to use correlation matrices for crypto portfolio optimization. After some basics and the Python code, we will discuss the results. Furthermore, this will be applied on some large cap Altcoins. Additional disclaimer:…

composite curves pinch analysis

Pinch Analysis and Waste Heat Recovery

11. March 2018 · by johannes · in Engineering

In this post I will present a technique to model waste heat utilization using the pinch analysis. Therefore, I will explain the pinch technology among the problem table cascade. Furthermore, we will use Python to state our problem and do…

Advanced Crypto Price Simulations based on Monte Carlo

Advanced Crypto Price Simulations based on Monte Carlo

11. February 2018 · by johannes · in Cryptocurrency

In this post I will deepen crypto price simulations based on Monte Carlo. Therefore, a Brownian motion model including jump diffussion will be considered. Furthermore, we will use the cryptocurrency Ethereum for price simulations to compare various methods. Additional disclaimer:…

Crypto Price Simulations using Monte Carlo and Python

Crypto Price Simulations using Monte Carlo and Python

23. January 2018 · by johannes · in Cryptocurrency

In this post we will use Monte Carlo simulations to guess the Bitcoin price in the near future using Python. Therefore, I will explain some related statistics and ways to analyze the generated data. Furthermore, we will use crypto price…

vertical shock schematic

Calculating a Shock using Newton method and Van der Waals

1. January 2018 · by johannes · in Engineering, Numerics

In this post we are going to calculate a vertical (compression) shock. Therefore, the equation system is solved using the Newton-Raphson method amongst other methods. Furthermore, we use the Van der Waals equation of state to calculate fluid properties. Introduction…

transient tank filling

Apply an Integrator to a Vessel Pump System using Python

22. December 2017 · by johannes · in Engineering, Numerics

In the following blog post we will have a look at a transient vessel pump system. It is meant to give an insight into transient systems including transition conditions. Furthermore, we will have a glance at integrators. Input data First…

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  • Correlations of Cryptocurrency Indicators and Google trend data
  • Crypto Portfolio Optimization Part 3: Numerical Optimization
  • Crypto Portfolio Optimization Part 2: Pareto Optimization
  • Scraping websites for historical Bitcoin data using Python
  • Crypto Portfolio Optimization Part 1: Correlation Matrix

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