34 тысяч подписчиков
258 видео
How to install R and RStudio?
How to Install packages and import data in Rstudio?
1.1 - What Is Econometrics?
1.4 - Causality, Ceteris Paribus, & Counterfactual Reasoning
2.1 - The Simple Linear Regression
2.2 - OLS: A Graphical Representation
2.3 - Ordinary Least Squares
2.4 - Ordinary Least Squares (Example in R)
2.5 - Goodness of Fit
2.6 - Goodness of Fit (Example in R)
2.7 - Fitted Values and Residuals
2.8 - Regression on a Binary Variable
7.1: Exponential smoothing introduction
8.17: How to pick the value of p in ARIMA models using ACF & PACF?
8.4: Differencing a time series to achieve stationarity
3.17: Transformations and adjustments in time series data
6.2 - MLR: Effects of Data Scaling
3.16: Testing time series forecast accuracy using cross-validation (Example in R)
3.16 - Omitted Variable Bias (Example in R)
4.12 - Building Confidence Intervals in (Example in R)
17.3 - The Logit and Probit Models and their Marginal Effects (Example in R)
7.4 - Interpreting Dummy Variables With log(y)
5.29: Variable selection by step-wise regression in R
6.8 - Adjusted R-squared
7.4: Simple exponential smoothing (example in R)
8.22: Choosing P & Q in SARIMA models using ACF and PACF
7.2: Simple exponential smoothing
6.15: Time series forecasting using decomposition (with example in R)
6.4: Additive model of time series decomposition
5.34: Non-linear regressions with linear, exponential, piece-wise, and cubic spline functions
7.6: Holt’s linear trend method (example in R)
17.7 - Censored Regression Model (Example in R)
17.6 - Censored Regression Model
