Muhammad Danial's scientific contributions

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Publications (3)


Energy Consumption and Economic Growth Nexus in the SAARC Region
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February 2024

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2 Reads

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Muhammad Danial
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Figure 2. Diagram for Size Factor
Constructed Portfolios
Descriptive Statistics
CAPM Dependent variable: Return
Fama-French Three Factor Model Dependent variable: Mutual Fund Return
Analyzing the Performance of Pakistan Equity Mutual Funds Using Multifactor Models: Pre-COVID Analysis

December 2023

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77 Reads

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2 Citations

Business Management and Strategy

Previous literature has primarily focused on examining the determinants that impact mutual fund returns in developed and emerging economies. However, there is a dearth of empirical research on how multifactor models are associated with mutual fund returns in underdeveloped economies. The inconsistent literature regarding the efficiency of the literature posed a question of whether the fund managers can generate extra returns for the investors. To address this research gap, this study aims to analyze mutual fund returns using multifactor models, specifically the Capital Asset Pricing Model (CAPM), Fama-French three-factor model, Carhart four-factor model, Treynor-Mazuy and Fama Net-Selectivity. The first three models analyze the funds with four factors: market factor, growth factor, value factor and momentum factor. The results of the study indicate that the risk premium factor plays a crucial role in understanding mutual fund returns, as it exhibits significant value across all three models. However, the value and size factors were found to be insignificant in both the Fama-French and Carhart models. Additionally, the momentum factor was not significant in the Carhart model. Notably, the significant alpha observed in all multifactor models suggests the skill of mutual fund managers, which was further confirmed using the Treynor-Mazuy and Fama Net-Selectivity models to assess their timing and selectivity abilities in actively managed funds. Furthermore, the finding of the study suggests the inefficiency of the market. The investors could earn extra return from their investments. However, the managers play important role in generating the abnormal returns as suggested by Treynor-Mazuy and Fama Net-selectivity model significance. In addition to that, investors should consider the market risk premium in their investment returns.


Energy Consumption and Economic Growth Nexus in the SAARC Region

December 2023

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29 Reads

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2 Citations

KnE Social Sciences

In recent years, demand for energy consumption has increased, especially in emerging countries such as the South Asian Association for Regional Cooperation (SAARC) member countries. This study thus aims to investigate the explicit relationship between energy consumption and economic growth in the SAARC countries. The researchers employed panel econometric techniques using data for the period 2002-2020. The study used pooled OLS, fixed effect and GLS estimators for estimation purposes. The pivotal results of the work revealed that the nexus of energy consumption with per capita income is not only significant but also takes an inverted u-shaped. As research evidence in the SAARC region is limited, we expect policymakers working in the energy sector to benefit significantly from the results of this study. This work contributes to the limited empirical studies exploring the impact of energy consumption on economic growth specifically in the SAARC region, with interesting findings that provide important insights to the SAARC region on electricity consumption and per capita income. Keywords: energy consumption, economic growth, SAARC countries, panel data.

Citations (2)


... The cost of capital is usually approximated using the CAPM, whereby the investors' the expected return from an asset is derived from the combination of the time value of money and risk premium (Danial et al., 2023;Donovan, 2015). The risk premium is the difference between the expected rate of return on the risky investment portfolio against the risk-free rate. ...

Reference:

Conceptualizing the real and perceived risk factors for household solar PV investment on Energy Transition agenda
Analyzing the Performance of Pakistan Equity Mutual Funds Using Multifactor Models: Pre-COVID Analysis

Business Management and Strategy

... This results from the reality check of environmental constraints, evidenced by the massive pollution of fossil-fuel electricity generation, the need to maintain energy security, and the cost decline of renewable technologies are now increasingly reflected in overall electricity sector strategy in many countries (Sioshansi, 2016). Not only focusing on renewable energy potential, but countries are also paying attention to energy efficiency as the sustainable way forward (Tahir et al., 2023a). In particular, distributed solar generation such as residential solar PV is one such energyefficient technology. ...

Energy Consumption and Economic Growth Nexus in the SAARC Region
  • Citing Article
  • December 2023

KnE Social Sciences