Risk Analysis and Portfolio Modelling 1st Edition by Elisa Luciano, David Allen – Ebook PDF Instant Download/Delivery: 3039216252, 9783039216253
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Product details:
ISBN 10: 3039216252
ISBN 13: 9783039216253
Author: Elisa Luciano, David Allen
Risk Analysis and Portfolio Modelling 1st Table of contents:
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Introduction to Risk and Return
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1.1 Definition of Risk in Finance
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1.2 Types of Financial Risks
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1.3 Return: Concepts and Measurements
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1.4 Risk-Return Trade-Off
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Measuring Risk and Return
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2.1 Historical Return Calculations
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2.2 Variance and Standard Deviation
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2.3 Covariance and Correlation
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2.4 Sharpe Ratio and Other Risk-Adjusted Measures
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Portfolio Theory Basics
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3.1 Diversification
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3.2 The Concept of a Portfolio
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3.3 Calculating Portfolio Return and Risk
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3.4 Efficient Frontier and Optimal Portfolios
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Modern Portfolio Theory (MPT)
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4.1 Markowitz Portfolio Selection Model
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4.2 Assumptions and Limitations of MPT
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4.3 Capital Market Line (CML) and Security Market Line (SML)
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4.4 The Role of the Risk-Free Asset
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Capital Asset Pricing Model (CAPM)
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5.1 CAPM Assumptions
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5.2 The CAPM Formula and Beta
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5.3 Expected Returns and the Market Portfolio
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5.4 Empirical Tests and Criticisms
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Factor Models
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6.1 Single-Factor Models
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6.2 Multi-Factor Models (e.g., Fama-French)
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6.3 Arbitrage Pricing Theory (APT)
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6.4 Applications in Portfolio Management
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Risk Management Fundamentals
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7.1 Value at Risk (VaR)
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7.2 Stress Testing and Scenario Analysis
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7.3 Risk Limits and Controls
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7.4 Regulatory Considerations (e.g., Basel III, Solvency II)
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Portfolio Optimization Techniques
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8.1 Mean-Variance Optimization
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8.2 Constraints in Portfolio Construction
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8.3 Black-Litterman Model
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8.4 Practical Implementation Considerations
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Performance Evaluation
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9.1 Measuring Portfolio Performance
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9.2 Benchmarking and Attribution Analysis
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9.3 Performance Ratios (Sharpe, Treynor, Jensen’s Alpha)
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9.4 Risk-Adjusted Performance Metrics
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Case Studies and Applications
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10.1 Real-World Portfolio Construction Examples
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10.2 Portfolio Rebalancing Strategies
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10.3 Risk Events and Lessons Learned
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10.4 Use of Software Tools (Excel, Python, MATLAB)
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Tags: Elisa Luciano, David Allen, Risk Analysis, Portfolio Modelling


