Time Series Analysis : Tutorial For Web Application on Jeepakistan.Blogspot.com
Time Series Analysis : Tutorial For Web Application on Jeepakistan.Blogspot.com
English | October 21, 2025 | ASIN: B0FX45FRVG | Pages not found | Epub | 5.19 MB
English | October 21, 2025 | ASIN: B0FX45FRVG | Pages not found | Epub | 5.19 MB
Unlock the power of Time Series Analysis with this step-by-step tutorial to understand forecasting and statistical modeling using R and Shiny Web Application.
Written by Usman Zafar Paracha, this comprehensive guide explains the practical use of ARIMA, ETS, and GARCH models, helping you understand trends, seasonality, and volatility in real-world data. The book is based on the interactive web app available at Usman's blog, Jeepakistan.blogspot.com, allowing readers to follow along with hands-on examples.
Explore everything from data uploading, stationarity testing, ACF and PACF interpretation, decomposition, and model diagnostics to forecast visualization — all illustrated with clear explanations and sample datasets like AirPassengers and Nile.
This eBook bridges theory and application, guiding you from basic configuration to somewhat advanced model evaluation.