Time Series Analysis in R - Example using Dodoma Climatic Data
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Daté : mars 2020
Auteur : Alex Thomson
This document includes a detailed demonstration of multiple packages and functions designed to simplify the process of conducting time series analysis in R, including the R packages feasts, tsibble and fabletools. This report focuses on an analysis of daily climatic data from Dodoma, Tanzania with particular focus on analysis and modelling of maximum daily temperature. It covers the following topic areas;Tsibble objectsPlotting time series dataautocorrelationSTL decompositionSimple forecasting methodsBasics of ARIMA modelling with demonstrationThis document may be used by anyone wishing to familiarise with some of the basics of these packages and time series analysis in R.
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