GitHub

time-series-analysis-using-R-shiny

📈 A Shiny dashboard for interactive time series analysis. Supports CSV/Excel upload, plotting, decomposition, stationarity tests, SARIMA, GARCH, smoothing methods, and PDF report export. Ideal for ...
IEEE

Comparison of Simple Moving Average, Single and Modified Single Exponential Smoothing

Abstract: Various forecasting algorithms have been investigated in various cases. Forecasting is an important activity, especially in the sales area. Accurate sales forecasting is a support system in ...
Scientific Research Publishing

Junthopas, W. and Wongoutong, C. (2023) Setting the Initial Value for Single Exponential Smoothing and the Value of the Smoothing Constant for Forecasting Using Solver in ...

ABSTRACT: Forecasting fuel prices is a critical endeavor in energy economics, with significant implications for policy formulation, market regulation, and consumer decision-making. This study ...
GitHub

README.md

Exponential smoothing is one of many window functions commonly applied to smooth data in signal processing, acting as low-pass filters to remove high frequency noise. Simple exponential smoothing does ...
IEEE

Double Exponential Smoothing in Forecasting the Numbers of Pole-Mounted Transformer Failures

Abstract: In this paper, author studied the use of double exponential smoothing (DES) method to forecast the quarterly numbers of pole-mounted transformer failures. To determine the values of ...