Home > Library > 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.
econometric theory jeffrey wooldridge lars hansen john cochrane james hamilton william greene least squares regression maximum likelihood estimation financial time-series arma garch gmm vector autogression endogeneity dynamic panel data estimation probit logit tobit multinomial response model estimation heckman sample selection model
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.
2020-06-10 10:35:00 Wednesday ET
Most lean enterprises should facilitate the dual transformation of both core assets with fresh cash flows and new growth options. Scott Anthony, Clark Gi
2018-07-19 18:38:00 Thursday ET
Goldman Sachs chief economist Jan Hatzius proposes designing a new Financial Conditions Index (FCI) to be a weighted-average of interest rates, exchange rat
2020-11-03 08:30:00 Tuesday ET
Agile lean enterprises break down organizational silos to promote smart collaboration for better profitability and customer loyalty. Heidi Gardner (2017
2018-11-05 10:40:00 Monday ET
Former Fed Chair Janet Yellen worries about U.S. government debt accumulation, expects new interest rate increases, and warns of the next economic recession
2018-10-01 07:33:00 Monday ET
President Trump announces the new trilateral trade agreement among America, Canada, and Mexico: the U.S.-Mexico-Canada Agreement (USMCA) replaces and revamp
2020-05-21 11:30:00 Thursday ET
Most blue-ocean strategists shift fundamental focus from current competitors to alternative non-customers with new market space. W. Chan Kim and Renee Ma
