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Behavioural Economics with Python: A Comprehensive Guide
โ Scribed by Schwartz, Alice; Van Der Post, Hayden
- Publisher
- Reactive Publishing
- Year
- 2023
- Tongue
- English
- Leaves
- 277
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
Reactive Publishing
Unlock the secrets of human behavior and decision-making with "Behavioral Economics with Python," the definitive guide to melding behavioral economics with technology's cutting-edge. Whether you're a researcher, student, or enthusiast, this book offers a comprehensive exploration through the fascinating intersection of economics, psychology, and data science.
Journey through the fundamentals of behavioural economics, where you'll uncover the hidden forces that shape our choices. Then, watch as Python becomes your tool to illuminate those insights, transforming abstract concepts into tangible analysis. No prior experience with Python? No problem. This step-by-step guide takes you from the basics to advanced applications, ensuring you're well equipped to leverage Python's power in your behavioural studies.
As you dive into this rich content, you'll find
- Clear explanations of key behavioural economics principles, from the anchoring effect to loss aversion.
- Engaging Python coding examples that breathe life into foundational theories, making complex ideas intuitive and actionable.
- Practical tutorials that progressively build your coding skills, allowing you to master Python's libraries such as Pandas, NumPy, and Matplotlib.
- Real-world scenarios and experiments that demonstrate how to apply behavioural economics frameworks in various contexts.
- Advanced topics that delve into the heart of predictive modeling and analytics, preparing you to forecast and influence behaviour with precision.
With "Behavioural Economics with Python," you'll not only understand the 'what' and 'why' behind human decision-making but also the 'how' to analyze and tap into it using one of the most popular programming languages. This book is your invitation to the forefront of economic research; an adventure through data, psychology, and code that will enrich your intellectual toolkit and equip you to make a mark in the evolving field of behavioural analysis.
Open these pages and embark on a journey that transforms equations and experiments into insight and strategy, powered by Behavioural Economics and Python.
โฆ Table of Contents
Title Page
Dedication
Contents
Chapter 1: Introduction to Behavioral Economics
Chapter 2: Essentials of Python for Economists
Chapter 3: Behavioral Data Analysis Techniques
Chapter 4: Predicting Economic Decisions
Chapter 5: Behavioral Biases and Heuristics
Chapter 6: Experimental Economics and A/B Testing
Chapter 7: Network Effects and Social Influence
Chapter 8: Behavioral Game Theory
Chapter 9: Behavioral Finance
Chapter 10: Policy Implications and Ethical Considerations
Additional Resources
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