This book provides readers with a systematic approach to quantitative investments and bridges the gap between theory and practice, equipping students to more seamlessly enter the world of industry. A successful quantitative investment strategy requires an individual to possess a deep understanding of the financial markets, investment theories and econometric modelings, as well as the ability to program and analyze real-world data sets. 

In order to connect finance theories and practical industry experience, each chapter begins with a real-world finance case study. The rest of the chapter introduces fundamental insights and theories, and teaches readers to use statistical models and R programming to analyze real-world data, therefore grounding the learning process in application. Additionally, each chapter profiles significant figures in investment and quantitative studies, so that readers can more fully understand the history of the discipline.

This volume willbe particularly useful to advanced students and practitioners in finance and investments.

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This book provides readers with a systematic approach to quantitative investments and bridges the gap between theory and practice, equipping students to more seamlessly enter the world of industry.

In order to connect finance theories and practical industry experience, each chapter begins with a real-world finance case study.
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- Introduction. - Is the Current US Stock Market Overvalued? Univariate Analysis. - What Is the Relationship Between the Chinese and US Stock Markets? Bivariate Analysis. - Howto Construct a Stock Selection Strategy: Multi-Factor Analysis. - More on Stock Selection Strategy: Alpha Hunting, Risk Adjustment, and Nonparametric Diagnostics. - Howto ForecastCommodity Price Movements: Time Series Models. - Portfolio Construction: From Alpha/Risk to Portfolio Weights. - Quantitative Investing with Tail Behavior—A Distributional Approach. - Quantamental Investment. 
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​This book provides readers with a systematic approach to quantitative investments and bridges the gap between theory and practice, equipping students to more seamlessly enter the world of industry. A successful quantitative investment strategy requires an individual to possess a deep understanding of the financial markets, investment theories and econometric modelings, as well as the ability to program and analyze real-world data sets. 
In order to connect finance theories and practical industry experience, each chapter begins with a real-world finance case study. The rest of the chapter introduces fundamental insights and theories, and teaches readers to use statistical models and R programming to analyze real-world data, therefore grounding the learning process in application. Additionally, each chapter profiles significant figures in investment and quantitative studies, so that readers can more fully understand the history of the discipline.
This volume will be particularly useful to advanced students and practitioners in finance and investments.
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Provides real-world case studies and data sets that connect quantitative finance theory to industry practice Profiles notable figures in investment and quantitative studies, illustrating the contextual history of the discipline Incorporates dirty data and statistical models using R programming, preparing readers to seamlessly enter the industry Includes supplementary material: sn.pub/extras
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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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Produktdetaljer

ISBN
9783030472047
Publisert
2021-09-09
Utgiver
Springer Nature Switzerland AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Graduate, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
455

Forfatter

Biografisk notat

Dr. Lingjie Ma has 15 years of experience developing global multi-asset investment strategies. He has worked as both a head of research and as a portfolio manager in the investment industry, overseeing full-spectrum investment process and business management. He joined the University of Illinois at Chicago in 2016 as a clinical associate professor in finance. Dr. Ma is a frequent public speaker on quantitative investing and quantamental strategies.