Hands-on Intermediate Econometrics Using R: Templates For Learning Quantitative Methods And R Software

Hands-on Intermediate Econometrics Using R: Templates For Learning Quantitative Methods And R Software By Vinod, Hrishikesh D Published by World Scientific Publishing Company Publication Date: 2022-05-05 Subject: Business & Economics Econometrics, Business & Economics Statistics, Business & Economics Econometrics, Business & Economics Statistics, Mathematics Probability & Statistics Time Series, Mathematics Probability & Statistics - Time Series, Econometrics, Econometrics And Economic Statistics, Econometrics, Business & Economics Econometrics, Business & Economics, Business & Economics Statistics, Statistics, Mathematics Probability & Statistics Time Series, Mathematics, Probability & Statistics, Time Series, Econometrics And Economic Statistics, Econometrics - Computer Programs, R Computer Program Language, Anf: Economics Subject Keywords: Regression; Production Functions; Iteratively Reweighted Least Squares (IRLS); Pillar Charts; Stochastic Frontier Analysis (SFA); Model Selection; CP Criterion; Hodrick-Prescott Filter; Automatic ARIMA Models; Nonlinear Granger-Causality; Kernel Regressions; Bootstrap; Double Bootstrap; Maximum Entropy Bootstrap; Confidence Intervals; New Keynesian Phillips Curve (NKPC); Pairs Trading; Cointegration; Artificial Neural Network (ANN); Vector AR and VARMA; Endogeneity Problem; K-class Estimators; Identification of Simultaneous Equations; Probit Model; Logit Model; Heckman Selection Bias; Receiver Operating Characteristic (ROC); Confusion Matrix; Quantile Regression; Elastic Net Estimator; Generalized Correlations; Convergence Concepts; Generalized Partial Correlation Coefficients; Panel Data; Duration (Survival) Models Genre: Econometrics, Business & Economics, Econometrics, Business & Economics, Statistics, Mathematics, Probability & Statistics, Time Series, Econometrics And Economic Statistics Target Audience: Tertiary education