Library

Home > Library > Econometric theory and evidence in practice

Econometric theory and evidence in practice

Author Andy Yeh Alpha

This book provides many useful mathematical exercises in graduate econometric theory and practice. Many quantitative exercises, examples, codes, and solutions draw from the collective wisdom of major econometric books by Greene, Hamilton, Hayashi, White, and Wooldridge etc. The reader can benefit from these solutions with many mathematical equations and notations to become familiar with the core curriculum for econometric theory and practice. The main topics cover (non)linear least squares theory, quasi-maximum likelihood estimation, minimax estimation, financial time-series econometric theory (ARMA-GARCH, ARMA-EGARCH, and ARMA-GJR-GARCH), generalized method of moments (GMM) with exogenous instrumental variables, panel data estimation with endogeneity and unobservable heterogeneity, binary response model estimation (i.e. probit and logit), multinomial response model estimation (conditional logit and Berry-Levinsohn-Pakes random-coefficients mixed logit), Tobit model estimation with corner solutions, Heckman sample selection model estimation, and so forth.

Description:

This book provides many useful mathematical exercises in graduate econometric theory and practice. Many quantitative exercises, examples, codes, and solutions draw from the collective wisdom of major econometric books by Greene, Hamilton, Hayashi, White, and Wooldridge etc. The reader can benefit from these solutions with many mathematical equations and notations to become familiar with the core curriculum for econometric theory and practice. The main topics cover (non)linear least squares theory, quasi-maximum likelihood estimation, minimax estimation, financial time-series econometric theory (ARMA-GARCH, ARMA-EGARCH, and ARMA-GJR-GARCH), generalized method of moments (GMM) with exogenous instrumental variables, panel data estimation with endogeneity and unobservable heterogeneity, binary response model estimation (i.e. probit and logit), multinomial response model estimation (conditional logit and Berry-Levinsohn-Pakes random-coefficients mixed logit), Tobit model estimation with corner solutions, Heckman sample selection model estimation, and so forth.

 

This analytic ebook cannot constitute any form of financial advice, analyst opinion, recommendation, or endorsement. We refrain from engaging in financial advisory services, and we seek to offer our analytic insights into the latest economic trends, stock market topics, investment memes, and other financial issues. Our proprietary alpha investment algorithmic system helps enrich our AYA fintech network platform as a new social community for stock market investors: https://ayafintech.network.

 

We share and circulate these informative posts and essays with hyperlinks through our blogs, podcasts, emails, social media channels, and patent specifications. Our goal is to help promote better financial literacy, inclusion, and freedom of the global general public. While we make a conscious effort to optimize our global reach, this optimization retains our current focus on the American stock market.


This ebook shares new economic insights, investment memes, and stock portfolio strategies through both blog posts and patent specifications on our AYA fintech network platform. AYA fintech network platform is every investor's social toolkit for profitable investment management. We can help empower stock market investors through technology, education, and social integration.

 

Blog+More

Former IMF chief economist Kenneth Rogoff advocates that artificial intelligence helps augment productivity growth in the next decade.

James Campbell

2018-04-23 07:43:00 Monday ET

Former IMF chief economist Kenneth Rogoff advocates that artificial intelligence helps augment productivity growth in the next decade.

Harvard professor and former IMF chief economist Kenneth Rogoff advocates that artificial intelligence helps augment human productivity growth in the next d

+See More

The Economist digs deep into the political economy of U.S. government shutdown over 3 days in January 2018.

Apple Boston

2018-01-13 08:39:00 Saturday ET

The Economist digs deep into the political economy of U.S. government shutdown over 3 days in January 2018.

The Economist digs deep into the political economy of U.S. government shutdown over 3 days in January 2018. In more than 4 years since 2014, U.S. government

+See More

What are the mainstream technological advances in the global auto industry?

Chanel Holden

2024-04-30 09:30:00 Tuesday ET

What are the mainstream technological advances in the global auto industry?

With clean and green energy resources and electric vehicles, the global auto industry now navigates at a newer and faster pace. Both BYD and Tesla have

+See More

Leon Cooperman points out that the current Trump stock market rally now approaches normalization.

Amy Hamilton

2017-10-27 06:35:00 Friday ET

Leon Cooperman points out that the current Trump stock market rally now approaches normalization.

Leon Cooperman, Chairman and CEO of Omega Advisors, points out that the current Trump stock market rally now approaches normalization. The U.S. stock market

+See More

USPTO fintech patent protection and accreditation

Andy Yeh Alpha

2023-01-03 09:34:00 Tuesday ET

USPTO fintech patent protection and accreditation

  USPTO fintech patent protection and accreditation   As of early-January 2023, the U.S. Patent and Trademark Office (USPTO) has approved

+See More

U.S. senators urge the Trump administration to prevent the IMF from bailing out several countries that face predatory Chinese loans.

Chanel Holden

2018-02-01 07:38:00 Thursday ET

U.S. senators urge the Trump administration to prevent the IMF from bailing out several countries that face predatory Chinese loans.

U.S. senators urge the Trump administration with a bipartisan proposal to prevent the International Monetary Fund (IMF) from bailing out several countries t

+See More