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Time Series Analysis in R - Example using Dodoma Climatic Data

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Dated: March 2020

Author: 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.&nbsp;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&nbsp; 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.&nbsp;

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