This page will serve as the course homepage for this semester's offering of AAEC 4984 and AAEC/STAT 5484.
Please see the tentative schedule for the course below. The instructor reserves the right to change the dates and topics as seen fit. Prior notification will be provided if any detail below were to change.
Course Materials and associated links will be added and updated periodically.
| Week | Date | Topic | Comments |
|---|---|---|---|
| 1 | 18-Jan | Introduction to Forecasting | Course Syllabus |
| 2 | 24-Jan | (Re) Introduction to R & R Markdown | HW1 Due - 1/24/2022 (See Datacamp Group) |
| 3 | 31-Jan | Exploring & Visualizing Time Series | |
| 4 | 7-Feb | Basic Forecasting Models | HW2 - Due (2-14-2022) -pdf HW2 - Rmd |
| 5 | 14-Feb | Basic Forecasting Models Time Series Regressions |
|
| 6 | 21-Feb | Time Series Regressions | HW3 - Rmd Due 2/28/22 |
| 7 | 28-Feb | Decomposing Time Series Manual Decomposition - R Notebook |
|
| 8 | 7-Mar | SPRING BREAK | |
| 9 | 14-Mar | Decomposing Time Series | HW4 - Rmd (Due: 3/21/2022) |
| Exam 1 | EXAM 1 KEY | ||
| 10 | 21-Mar | Exponential Smoothing & Moving Averages | HW5 - Rmd (Due: 4/4/2022) |
| 11 | 28-Mar | Exponential Smoothing & Moving Averages | |
| 12 | 4-Apr | ||
| Project Proposal Due | |||
| 13 | 11-Apr | Exponential Smoothing & Moving Averages | |
| 14 | 18-Apr | ARIMA Models ARIMA Code Along (.RMD) |
HW 6 - Rmd (Due 4/18/2022) |
| 16 | 2-May | (G)ARCH Models | |
| EXAM 2 | |||
| 6-May | FINAL PROJECT DUE - 9:00 PM |