top of page
Search


Visual Flow Representation of Stock Market Data
Today we revisit our very first post on the application of visual pattern recognition methods to stock market price predictions. This...

H-Barrio
Apr 19, 2021


Interlude: Automated UML Model with Python
This is an interlude to our usual topics. This post will be one level inside quantitative model development, one level below using a...

H-Barrio
Apr 13, 2021


CUSUM Event Identification: Not Just for Sampling
Cumulative sum filtering is a signal sampling method presented in Marcos Lopez de Prado. 2018. Advances in Financial Machine Learning...

H-Barrio
Apr 6, 2021


Entropy Based Label Selection
Now we have a tool that will flexibly obtain labels for our hypothetical trading positions, all of them inside a certain space of future...

H-Barrio
Mar 30, 2021


DataFrame-Ready Implementation for Triple Barrier Labels
We will continue adapting the methods presented in Marcos Lopez de Prado. 2018. Advances in Financial Machine Learning (1st. ed.). Wiley...

H-Barrio
Mar 23, 2021


Stock Price Fractional Differentiation: Best Fraction Finder
This post extends the code for our interpretation of the fractional differentiation calculation methods presented in Marcos Lopez de...

H-Barrio
Mar 16, 2021


A DataFrame-Ready Implementation for Standard Fractional Differentiation
If there is momentum, take advantage of it. Our previous posts on fractional differentiation have surged in visits in the past weeks, so...

H-Barrio
Mar 9, 2021


Tampering with Universes: Correction and Improvement
In our previous post regarding a flexible universe selection, we presented a more flexible universe selection model. The results we...

H-Barrio
Mar 8, 2021


Controlador Retroalimentado Robusto con Bitcoin
El precio de las criptomonedas ha despegado como un cohete lanzado a la luna contra los dólares y euros. Esta tendencia ha atraído la...

H-Barrio
Mar 6, 2021


Tampering with the Universes
Now that we have this very flexible universe selection model, we can easily tamper with it and experiment with multiple strategies...

H-Barrio
Mar 2, 2021


A Flexible Universe Selection Model
The team at Quantconnect has created some handy tools for their Lean engine; their QC500 universe selection model allows for selecting a...

H-Barrio
Feb 23, 2021


Pattern Recognition in Sector ETFs: Industry Return Predictability - Machine Learning Approach
Our last publication regarding pattern recognition using sectorial ETFs did not yield outstanding results. The dependencies among these...

H-Barrio
Feb 16, 2021


Moving Averages as Resistances and Supports
In this publication, we will walk through the implementation of the idea of using the "historically best" moving average window value as...

H-Barrio
Feb 9, 2021


Serie Temporal de Precios: Descomposición Estadística de SPY y Parrilla ARIMA
Existe una multitud de publicaciones en la red (que es vasta e infinita) sobre le análisis de series temporales utilizando Python y sus...

H-Barrio
Feb 4, 2021


Performance of Moving Average as Price Supports
Moving averages (abbreviated as MA usually) are venerable tools in the field of stock price technical analysis. The diagram that possibly...

H-Barrio
Feb 2, 2021


Robust Feedback Control for Bitcoin Holdings
Cryptocurrencies have soared in price relative to the US Dollar and Euro in the past few weeks drawing additional attention from general...

H-Barrio
Jan 26, 2021


El Inversor Automático: Dividendos Crecientes
Los orígenes de Ostirion reposan sobre pilares de análisis fundamental. Nuestros (modestos) éxitos pasados llegaron en forma de análisis...

H-Barrio
Jan 20, 2021


Why Pairs Trading Might Not Work: Rolling Cointegration Tests
Pairs trading is the dean, the eldest and better known of modern quantitative trading models. It is the pinnacle of statistical arbitrage...

H-Barrio
Jan 19, 2021


Pattern Recognition in Sectorial ETFs: (Highly) Automated Model
In our december publications we went over the development of an automated system that could determine which values (factors) had the...

H-Barrio
Jan 12, 2021


2020: A Year in Perspective
From the traditional investor's point of view 2020 has been a wild ride. Any passive or buy and hold strategy went through...

H-Barrio
Dec 29, 2020
bottom of page