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Muhammad Usman Malik

Quaid-i-Azam University - School of Management Sciences

Quaid-i-Azam School of Management Sciences

Quaid-i-Azam University

Islamabad

Pakistan

  • Quaid-i-Azam University - School of Management Sciences

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Impact of Liquidity Management on Profitability in the Pakistani Commercial Banks

American Based Research Journal, Vol. 6 Issue 11, November 2017
Number of pages: 10 Posted: 08 May 2020
Muhammad Usman Malik and Muhammad Aqeel
Quaid-i-Azam University - School of Management Sciences and affiliation not provided to SSRN
Downloads 232 (328,850)

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liquidity, profitability, ROE, ROA, liquid assets, investment ratio, capital ratio

2.

Deep Learning the Financialization of Oil: A Cross-Attention Transformer Model for Forecasting Crude Oil Prices with Equity and Currency Volatility

Number of pages: 31 Posted: 24 Nov 2025
Muhammad Usman Malik, Faizan Bin Sabir, Muhammad Junaid, Um e. Laila, Alvaro Rocha, Muhammad Aqeel and Paolo Esposito
Quaid-i-Azam University - School of Management Sciences, Quaid-i-Azam University, Quaid-i-Azam University, affiliation not provided to SSRN, University of Lisbon, Quaid-i-Azam University and University of Sannio
Downloads 35 (1,263,436)

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Crude oil forecasting, Deep Learning, Attention-LSTM, Financialization, Volatility spillover