Time Series Analysis (ARIMA) with R

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2 hours
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分屏視頻
英語(English)
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In this project, you will learn to conduct a thorough analysis of a time series data using ARIMA. The project explains the basic concepts of time series analysis and illustrates the same with hands-on activity on R Studio. It describes the types of time series data and its distinct components. The project covers how to conduct diagnostic tests to check for core assumptions of ARIMA, evaluating model process and orders from ACF, PACF graphs. Finally, it derives best fit model to forecast future values.

您要培養的技能

  • Forecasting

  • Autoregressive Integrated Moving Average (ARIMA)

  • Time Series

  • R Programming

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