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Fleet Management:
a. Capacity Planning: Concept: Determining the number of jeepneys needed to meet passenger demand without…
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Fare Calculation and Pricing:
. Fare Structure: Concept: Setting a fare structure that is both fair to passengers and…
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Route Optimization:
. Optimizing Routes: Concept: Determining the most efficient routes for jeepneys can reduce travel time…
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Understanding Complex Systems:
Financial markets are complex and dynamic systems. Mathematics helps in understanding and navigating these complexities…
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Innovation:
Mathematical and statistical innovations drive the development of new financial products and trading strategies. This…
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Efficiency:
Algorithmic trading and optimization models enhance market efficiency by automating trades and ensuring optimal asset…
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Risk Reduction:
Mathematical models help in quantifying and managing risk. By understanding and applying these models, investors…
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Precision and Accuracy:
Mathematics provides precise tools for modeling financial instruments, calculating risks, and optimizing portfolios. This precision…
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Financial Forecasting:
a. Time Series Analysis: Mathematical techniques such as autoregressive models (AR), moving averages, and exponential…
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Algorithmic and High-Frequency Trading:
a. Quantitative Models: Traders use mathematical algorithms to make high-frequency trades. These models are based…
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Portfolio Optimization:
a. Modern Portfolio Theory (MPT): Developed by Harry Markowitz, MPT uses mathematical optimization to select…
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Risk Management:
a. Value at Risk (VaR): VaR measures the potential loss in value of a portfolio…
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1. Pricing Financial Instruments:
a. Option Pricing: Black-Scholes Model: This widely-used model estimates the price of options. It involves…
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Application & Appreciation of Mathematics
In The Market Application 1. Pricing Financial Instruments: 2. Risk Management: 3. Portfolio Optimization: 4.…
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Challenges and Future Directions
Challenges: The Philippines faces ongoing challenges related to infrastructure development, including dealing with natural disasters,…