Usman Ayub

DO THE FAMA AND FRENCH FIVE-FACTOR MODEL FORECAST WELL USING ANN?

Muhammad Naveed Jan, Usman Ayub, Usman Ayub, 2019, Journal of Business Economics and Management.

Adaptive Market Hypothesis and Artificial Neural Networks: Evidence from Pakistan

Usman Ayub, Sehrish Kayani, Imran Abbas Jadoon, 2019, Global Regional Review.

Capital Asset Pricing Model and Artificial Neural Networks: A Case of Pakistan’s Equity Market

Usman Ayub, Imran Abbas Jadoon, Muhammad Naveed Jan, 2020 .

An Investigation in Naïve Diversification Based on Variance and Downside Risk Controlled for Arithmetic, Geometric and Fuzzy Mean

Usman Ayub, Junaid Ahmed, Hafzah Riaz, 2017 .