Dr. Venoo Kakar

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214 videos

This channel is intended to provide lecture videos on 1. Macroeconomics 2. Econometrics 3. Applied Time Series Forecasting 4. Data Science using R Find out m...

Latest Videos

Importing Data in R

Tidying Data in R using pivot_longer() and pivot_wider()

Data Transformation in R (Part 12)

Data Transformation in R (Part 22)

Data Visualization in R (Part 22)

Data Visualization in R (Part 12)

Introduction to R for Data Science

Creating a simple Quarto document

Modifying values in R

R Notation

R Objects Vectors, Matrices, Arrays, Lists and Data Frames

Basics of R

9.6 Least Absolute Deviation and Quantile regression

9.5c Example of regressions with or without outliers

9.5c Outliers and Influential observations

9.5ab Nonrandom Sampling and Missing data

9.4b Measurement error in an explanatory variable

9.4a Measurement error in the dependent variable

9.2a Using Lagged dependent variables as proxy variables

9.2 Example of using a proxy variable

9.2 Using Proxy variables for unobserved explanatory variables

9.1b Tests against Nonnested Alternatives

9.1a RESET as a general test for Functional form misspecification

9.1 Functional form misspecification

8.5 Linear Probability Model and Heteroskedasticity

8.3c White test for Heteroskedasticity

8.3b Example of B-P test in R

8.3a Testing for Heteroskedasticity (B-P test)

8.2b Example with robust inference in R (F test)

8.2a Example with robust inference in R