Business Forecasting Principles: 05. Time series components
Автор: Lancaster CMAF
Загружено: 2024-10-07
Просмотров: 994
Описание:
In this educational video in the series of "Business Forecasting Principles", Dr. Ivan Svetunkov discusses what is time series and what components it typically contains, followed by a discussion of how to extract them using the classical decomposition.
You can register for our online course on Demand Forecasting with R: https://linktr.ee/lancastercmaf
Content of the video
00:00 - Introduction
01:10 - What is time series? How to visualise it?
03:50 - Fundamental idea in forecast: structure vs noise
06:25 - Time series components
11:07 - Types of seasonality in the data
12:18 - Time series components taxonomy
13:53 - Time series decomposition approaches
15:31 - Classical time series decomposition
20:24 - Conclusions
LinkedIn of Ivan Svetunkov: / isvetunkov
Videos are produce by Centre for Marketing Analytics and Forecasting of Lancaster University, UK.
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Our website: https://lancaster.ac.uk/cmaf
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