The Influence of Behavioral Biases on Investment Decisions in Financial Markets: A Data Analytics Perspective

1. Introduction 2. Behavioral Biases in Investment 2.1 Definition and Overview 2.2 Historical Perspective 2.3 Common Types of Biases 3. Impact on Investment Decisions 3.1 Bias-Induced Decision Patterns 3.2 Short-term vs Long-term Effects 3.3 Case Studies in Financial Markets 4. Data Analytics in Financial Markets 4.1 Tools and Techniques 4.2 Role of Big Data 4.3 Predictive Analytics Applications 5. Analyzing Behavioral Biases Using Data 5.1 Methodologies and Models 5.2 Data Sources and Collection Techniques 5.3 Analysis of Bias Impact 6. Case Studies and Empirical Findings 6.1 Real-world Investment Scenarios 6.2 Lessons from Data-Driven Insights 6.3 Mitigation Strategies 7. Mitigating Bias Effects with Analytics 7.1 Bias Identification Techniques 7.2 Decision Support Systems 7.3 Implementing Corrective Measures 8. Conclusion and Future Research 8.1 Summary of Findings 8.2 Implications for Investors 8.3 Directions for Future Research