Forecasting: Principles and Practice
by Rob Hyndman and George Athanasopoulos
R for Data Science (Ch 1- 8)
by Garrett Grolemund and Hadley Wickham.
Welcome to Forecasting of Business and Economics
Getting Started - Chapter 1 (HA)
Time Series Graphics - Chapter 2 (HA)
Time Series Decomposition - Chapter 3 (HA)
The Forecaster's Toolbox - Chapter 5 (HA)
Time Series Regression - Chapter 7 (HA)
Exponential Smoothing - Chapter 8 (HA)
Dynamic Regression Models
GARCH
Advance Methods
Time-Series Methods for Forecasting and Modeling Uncertainty in the Food Price Outlook
HW#5 Solution
HW#6 Solution
Forecast 1 - CPI for October 2022
Forecast 2 - Covid cases for GCSU
Forecast 3 - Price of Gasoline
Forecast 4 - Price of Bacon
Forecast 5 - Tesla closing stock price on November 17th ($50 Amazon gift card)
Data manipulation with dplyr (tidyverse)