3The importance of rollover in commodity returns using PARCH models

Menelaos Karanasos, Panagiotis Koutroumpis, Zannis Margaronis, and Rajat Nath

1. Introduction

The most important aspect of any algorithmic system is to ensure the data with which the system is back-tested is correct and completely agrees with the data of the platform which is then used to trade. Generally most studies in econometrics do not specify which type of data is used, whether futures or spot, or at which time the data is taken. The application of any of the theoretical models to real-life trading situations is rare. Finding the correct prices for back-testing is more difficult than was initially thought. It is therefore not straightforward to obtain the data required ...

Get Financial Mathematics, Volatility and Covariance Modelling now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.