Kevin Sheppard

My channel focuses on educational content targeted towards advanced undergraduate and first-year graduate students.

Addendum: Installing Additional Packages (2023)
Addendum: Installing Additional Packages (2023)
Installing the arch package
Installing the arch package
Regression: LASSO and Ridge Regression
Regression: LASSO and Ridge Regression
Regression: Best Subset and Stepwise
Regression: Best Subset and Stepwise
The CARD Method: Preliminary Estimates and Transformation
The CARD Method: Preliminary Estimates and Transformation
The CARD Method: Calibration
The CARD Method: Calibration
The CARD Method: Delta Forecasts
The CARD Method: Delta Forecasts
The CARD Method: Rho Forecasts
The CARD Method: Rho Forecasts
The Theta Method
The Theta Method
Extending ARMA Models: Seasonal Autoregression
Extending ARMA Models: Seasonal Autoregression
Extending ARMA Models: Seasonality
Extending ARMA Models: Seasonality
Extending ARMA Models: Seasonal Autoregressive Integrated Moving Average Models
Extending ARMA Models: Seasonal Autoregressive Integrated Moving Average Models
Extending ARMA Models: Time Trend
Extending ARMA Models: Time Trend
Extending ARMA Models: Seasonal Moving Averages
Extending ARMA Models: Seasonal Moving Averages
Exponential Smoothing: Trends and Seasonality
Exponential Smoothing: Trends and Seasonality
Simple Exponential Smoothing
Simple Exponential Smoothing
Introduction to Advanced Financial Econometrics
Introduction to Advanced Financial Econometrics
Lesson 9: Common DataFrame methods
Lesson 9: Common DataFrame methods
Lesson 8: Using DataFrames
Lesson 8: Using DataFrames
Lesson 6: Method and Functions
Lesson 6: Method and Functions
Lesson 10: Accessing Elements in DataFrames
Lesson 10: Accessing Elements in DataFrames
Lesson 12: Numeric Indexing of DataFrames
Lesson 12: Numeric Indexing of DataFrames
Lesson 15: Boolean Arrays
Lesson 15: Boolean Arrays
Lesson 13: For loops
Lesson 13: For loops
Lesson 11: Accessing Elements in NumPy Arrays
Lesson 11: Accessing Elements in NumPy Arrays
Lesson 14: Comparison and Logical Operators
Lesson 14: Comparison and Logical Operators
Lesson 2: Basic Python Types
Lesson 2: Basic Python Types
Lesson 22: Other Plots
Lesson 22: Other Plots
Lesson 21: Line Plots
Lesson 21: Line Plots
Lesson 20: Exporting Data
Lesson 20: Exporting Data