Equity Analytics: Strategies, Models, and Techniques in Computational Finance (Investment Analytics) - Hardcover

Inhaltsangabe

“Equity Analytics: Strategies, Models, and Techniques in Computational Finance" , by Dr. Jonathan Kinlay, is an essential tool for financial professionals navigating the domains of quantitative research, computational finance and algorithmic trading. Dr. Kinlay's reputation as a distinguished authority in statistical arbitrage, machine learning, and quantitative finance underscores the depth and precision of this comprehensive guide.

Equity Analytics is designed to meet the needs of professionals aiming to elevate their proficiency, and expertise in quantitative research. More than a reference text, the book offers a comprehensive guide to navigate the complex labyrinth of computational finance, financial data analysis and algorithmic trading. Readers will gain expertise in artificial intelligence and machine learning applications, vital for handling big data in finance, and will learn to apply tools and methodologies that are crucial for researching and formulating sophisticated trading and investment strategies. This knowledge is not only applicable to postgraduate-level research in Masters or PhD courses but also aligns with the research requirements of banks, hedge funds, and investment management firms.

Key areas of exploration include:

• The Equities Entity Store, an object-oriented data framework optimized for efficiency, enabling comprehensive fundamental and technical analysis of equity markets.
• Advanced Single-Stock Analytics using time series models and machine learning methods for accurate forecasting
• High-Performing Pairs Trading strategies, employing Kalman filter Bollinger Bands and Factor Models
• Thorough backtesting of trading strategies executed within a well-structured time series framework.
• Sophisticated Portfolio Analytics, featuring Modern Portfolio Theory, Factor Neutral Portfolios, Style Analysis, and both Long-Only and Long-Short strategies
• Innovative Statistical Arbitrage with momentum strategies and machine learning-guided portfolio optimization

By the end of "Advanced Equity Analytics: Strategies, Models, and Techniques in Computational Finance," the reader will be armed with unparalleled knowledge and practical skills, ready to thrive in the ever-evolving landscape of computational finance, algorithmic trading, and financial data analysis.

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