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Quantitative Investing Lingjie Ma

Quantitative Investing By Lingjie Ma

Quantitative Investing by Lingjie Ma


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Summary

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.

Quantitative Investing Summary

Quantitative Investing: From Theory to Industry by Lingjie Ma

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.

About Lingjie Ma

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.

Table of Contents

- 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.

Additional information

NGR9783030472016
9783030472016
3030472019
Quantitative Investing: From Theory to Industry by Lingjie Ma
New
Hardback
Springer Nature Switzerland AG
2020-09-08
455
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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