Statistical bias sources and trading strategy construction

Statistical bias sources and trading strategy construction By Daniel Fernandez To give a trading system the highest probability of success under unknown market conditions it is important to understand the sources of bias associated with the system creation process and carry out the necessary steps to reduce these biases to their minimum possible value. Example of systems expected from randomness and total number of systems found for a sample data-mining exercise on the USD/JPY (1987-2015 data). Data-mining bias is significantly Statistical bias sources and trading strategy construction By Daniel Fernandez To give a trading system the highest probability of success under unknown market conditions it is important to understand the sources of bias associated with the system creation process and carry out the necessary steps to reduce these biases to their minimum possible value. Example of systems expected from randomness and total number of systems found for a sample data-mining exercise on the USD/JPY (1987-2015 data). Data-mining bias is significantly

Statistical bias sources and trading strategy construction By Daniel Fernandez To give a trading system the highest probability of success under unknown market conditions it is important to understand the sources of bias associated with the system creation process and carry out the necessary steps to reduce these biases to their minimum possible value. Example of systems expected from randomness and total number of systems found for a sample data-mining exercise on the USD/JPY (1987-2015 data). Data-mining bias is significantly