Description
This book is designed for undergraduate students with a basic understanding of mathematics and statistics. It is also suitable for professionals who want to learn more about econometrics. The book is divided into 10 chapters, each of which covers a different aspect of econometrics.
The first chapter introduces the basic concepts of econometrics, including the nature of economic data, the role of assumptions, and the different types of econometric models. The second chapter discusses simple linear regression, a fundamental technique for modeling the relationship between two variables. The third chapter extends the discussion to multiple linear regression, which allows for the analysis of relationships among multiple variables.
The fourth chapter covers model specification and selection, which are critical steps in the econometric modeling process. The fifth chapter introduces time series econometrics, which is used to analyze data collected over time. The sixth chapter discusses limited dependent variable models, which are used to analyze data that is not continuous or normally distributed.
The seventh chapter covers panel data econometrics, which is used to analyze data that is collected from multiple individuals or entities over time. The eighth chapter introduces instrumental variables estimation, a technique for dealing with endogeneity and identification problems. The ninth chapter discusses forecasting and prediction, which are important applications of econometrics.
The tenth chapter provides an overview of applied econometrics, with examples of how econometric techniques are used in various fields, such as economics, finance, accounting, marketing, and public policy.
This book is a valuable resource for students and professionals who want to learn more about econometrics. It is also a useful reference for researchers who need to refresh their knowledge of econometric methods.
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Language : English
Dimensions : 6 x 9 inches
Pages : 188 pages
Pasquale De Marco stands as a prolific author whose literary prowess knows no bounds. With a passion for storytelling that transcends genres, he has made a name for himself as a versatile writer with the extraordinary ability to captivate readers across diverse literary landscapes. His journey as an author is marked by an insatiable curiosity, a love for the written word, and a relentless commitment to sharing knowledge and experiences with the world.
Pasquale De Marco collaborates with a dedicated team of ghostreaders who assist him in evaluating and editing the manuscripts. His collaborators are not only skilled professionals but also avid readers who purchase and read books as a personal hobby. This unique blend of creativity allows Pasquale to push the boundaries of traditional publishing, making literature more accessible and diverse.
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