Title
Statistical Consequences Of Fat Tails: Real World Preasymptotics, Epistemology, And Applications (Technical Incerto)
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The Book Investigates The Misapplication Of Conventional Statistical Techniques To Fat Tailed Distributions And Looks For Remedies, When Possible. Switching From Thin Tailed To Fat Tailed Distributions Requires More Than Changing The Color Of The Dress. Traditional Asymptotics Deal Mainly With Either N=1 Or N=8, And The Real World Is In Between, Under The Laws Of The Medium Numberswhich Vary Widely Across Specific Distributions. Both The Law Of Large Numbers And The Generalized Central Limit Mechanisms Operate In Highly Idiosyncratic Ways Outside The Standard Gaussian Or Levystable Basins Of Convergence. A Few Examples: The Sample Mean Is Rarely In Line With The Population Mean, With Effect On Nave Empiricism, But Can Be Sometimes Be Estimated Via Parametric Methods. The Empirical Distribution Is Rarely Empirical. Parameter Uncertainty Has Compounding Effects On Statistical Metrics. Dimension Reduction (Principal Components) Fails. Inequality Estimators (Gini Or Quantile Contributions) Are Not Additive And Produce Wrong Results. Many Biases Found In Psychology Become Entirely Rational Under More Sophisticated Probability Distributions. Most Of The Failures Of Financial Economics, Econometrics, And Behavioral Economics Can Be Attributed To Using The Wrong Distributions. This Book, The First Volume Of The Technical Incerto, Weaves A Narrative Around Published Journal Articles.
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- Q: What is the page count of the book? A: This book contains four hundred forty-one pages. It provides an extensive exploration of statistical techniques related to fat tails.
- Q: What are the dimensions of the book? A: The book measures six point twenty-six inches in length, one inch in width, and nine point five inches in height. These dimensions make it a standard hardcover size.
- Q: What binding style does this book have? A: This book is bound in hardcover. This binding provides durability and a professional appearance.
- Q: Who is the author of this book? A: The author is Nassim Nicholas Taleb. He is renowned for his work on risk and uncertainty.
- Q: What genre does this book belong to? A: This book is categorized under Probability and Statistics. It delves into advanced statistical concepts.
- Q: Is this book suitable for beginners in statistics? A: No, this book is not ideal for beginners. It addresses complex statistical theories and requires prior knowledge.
- Q: How can this book be applied in real-world scenarios? A: This book discusses applying statistical methods to fat-tailed distributions in various fields, including finance and economics.
- Q: What does the book focus on regarding statistical techniques? A: The book focuses on the misapplication of conventional statistical techniques to fat-tailed distributions and offers remedies.
- Q: Is this book appropriate for academic research? A: Yes, this book is appropriate for academic research. It weaves narratives around published journal articles in statistics.
- Q: How should this book be stored to maintain its condition? A: Store this book in a cool, dry place away from direct sunlight to prevent damage to the cover and pages.
- Q: Are there any specific cleaning instructions for the book? A: Yes, avoid using water or cleaning solutions. Instead, gently dust the cover and pages with a soft, dry cloth.
- Q: What if the book arrives damaged? A: If the book arrives damaged, contact customer support for a return or replacement. Keep all packaging for the return process.
- Q: Does the book have any warranty or guarantee? A: No, this book does not come with a warranty. However, you can return it if it is defective.
- Q: Can this book be used for teaching purposes? A: Yes, this book can be used for teaching advanced statistics. It provides insights into real-world applications.
- Q: How is this book different from other statistics books? A: This book specifically addresses fat-tailed distributions, which is often overlooked in traditional statistics literature.
- Q: Is there a glossary or index in the book? A: Yes, this book includes an index to help locate specific topics or concepts discussed throughout the text.