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Econometrics and Data Science Apply Data Science Techniques to Model Complex Problems and Implement Solutions for Economic Problems

The Monte Carlo simulation technique is applied to stimulate the purchasing power of money in an economy. Lastly, the Structural Equation Model (SEM) is considered to integrate correlation analysis, factor analysis, multivariate analysis, causal analysis, and path analysis. After reading this book,...

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Bibliographic Details
Main Author: Nokeri, Tshepo Chris
Format: eBook
Language:English
Published: Berkeley, CA Apress 2022, 2022
Edition:1st ed. 2022
Subjects:
Data Analysis And Big Data
Quantitative Research
Python
Econometrics
Python (computer Program Language)
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1 Introduction to Econometrics
  • Chapter 2 Univariate Consumption Study Applying Regression
  • Chapter 3 Multivariate Consumption Study Applying Regression
  • Chapter 4 Forecasting Growth
  • Chapter 5 Classifying Economic Data Applying Logistic Regression
  • Chapter 6 Finding Hidden Patterns in World Economy and Growth
  • Chapter 7 Clustering GNI Per Capita on a Continental Level
  • Chapter 8 Solving Economic Problems Applying Artificial Neural Networks
  • Chapter 9 Inflation Simulation
  • Chapter 10 Economic Causal Analysis Applying Structural Equation Modelling

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