Basic Course of Classical Econometrics

Cristian Orlando  Avila Quiñones; Nilton  Marques de Oliveira

doi:10.22490/UNAD.

Basic Course of Classical Econometrics

Cristian Orlando Avila Quiñones, Universidad Nacional Abierta y a Distancia; Nilton Marques de Oliveira

Sinopsis

This work is intended, first, to serve as a guide for any student entering the broad field of econometric methods. Second, to arouse the interest of students in taking advantage of their knowledge of mathematics and statistics to deepen it and apply it to economic science. For this purpose, a basic but rigorous introduction is presented to quantitative methods, matrix algebra, sample statistics, and linear regression as foundations in the analysis of cross-sectional and time series data, delving into the problems of multicollinearity, heteroscedasticity, and autocorrelation in simple regression models that ran in the ordinary least squares (OLS). Likewise, it is intended to provide professors with a material that facilitates classroom teaching and is strictly brief on the minimum requirements to adequately read the econometrics of Gujarati and Novales.

Palabras clave: corruption, Colombia, economic, economic development

Capítulos

CHAPTER 1 INTRODUCTION TO ECONOMETRICS
CHAPTER 2 SAMPLE CALCULATION
CHAPTER 3 MINIMUM REQUIREMENTS FOR MATRIX ALGEBRA
CHAPTER 4 ESTIMATION OF ECONOMIC MODELS
CHAPTER 5 TIME SERIES
CHAPTER 6 CASE STUDY–CORRUPTION RISK IN COLOMBIA

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Recomended Bibliography

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Avila Quiñones, C. O. ., & Marques de Oliveira, N. . (2025). Basic Course of Classical Econometrics. Sello Editorial UNAD. https://doi.org/10.22490/UNAD.

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ISBN-13 (15)

978-628-7786-21-9

Serie Administrativas, Contables, Económicas y de Negocios

Categorías Libro de divulgación

Derechos de autor 2025
Sello Editorial UNAD

Publicado

6 noviembre 2025