data.qmd

---
title: STA6856 - Time Series Analysis
subtitle: R Scripts
layout: page
#callouts: home_callouts
show_sidebar: false
---

## R/Quarto Codes

| **Topic** | **R Code**  |
|:-----------------------|:---:|
| - Introduction to R + Time Series   | [.html/.qmd](rcodes/TimeSeriesR.html) 
| - Simple Zero Mean Models + ACF   | [.html/.qmd](rcodes/SimpleModels.html)
| - AutoCorrelation Function   | [.html/.qmd](rcodes/ACFExamples.html)
| - Template Assignments   | [.html/.qmd](rcodes/HW_template.html)
| - Trend + Season Estimation and IID Testing   | [.html/.qmd](rcodes/TSDecomposition.html)
| - ARMA(p,q) Modeling | [.html/.qmd](rcodes/ARMAModeling.html)
| - ARMA(p,q) modeling group work | [.html/.qmd](rcodes/PracticeARMAModeling.html)
| - ARIMA(p,d,q) modeling | [.html/.qmd](rcodes/ARIMAModeling.html)
| - SARIMA(p,d,q)x(P,D,Q)s modeling | [.html/.qmd](rcodes/SARIMA.html)
| - Forecasting | [.html/.qmd](rcodes/Forecasting.html)
| - Regression with ARMA errors | [.html/.qmd](rcodes/RegARMA.html)
| - GARCH models | [.html/.qmd](rcodes/GARCH.html)