Undergraduate Certificate in Behavioral Econometrics with R
-- ViewingNowThe Undergraduate Certificate in Behavioral Econometrics with R is a comprehensive course that combines the principles of behavioral economics and econometrics with the powerful R programming language. This course is essential for individuals seeking to understand how psychological, cognitive, and social factors influence economic decisions, and how to analyze and model these effects using data.
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⢠Introduction to Behavioral Econometrics with R – Overview of the field, its applications, and the R programming language. ⢠Descriptive Statistics and Probability Distributions in R – Data exploration, summary statistics, probability distributions, and density functions. ⢠Regression Analysis in Behavioral Econometrics with R – Simple and multiple linear regression, hypothesis testing, and model validation. ⢠Experimental Design and Data Collection in R – Experimental methods, data collection techniques, and ethical considerations. ⢠Behavioral Models and Theories in Economics – Prospect theory, loss aversion, hyperbolic discounting, and mental accounting. ⢠Time Series Analysis and Forecasting in R – Autoregressive, moving average, and ARIMA models, and their applications in behavioral economics. ⢠Panel Data Analysis in R – Fixed effects, random effects, and generalized method of moments (GMM) models. ⢠Simulation and Monte Carlo Studies in R – Generating random numbers, simulation studies, and their applications in behavioral economics. ⢠Case Studies in Behavioral Econometrics with R – Real-world examples and applications of behavioral econometrics using R.
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