Browsing Tag
Timeseries
5 posts
Seasonal decomposition in timeseries analysis: additive vs multiplicative seasonality
Timeseries Decomposition is a mathematical procedure which allows us to transform our single timeseries into multiple series. These…
An introduction to timeseries models (AR, MA, ARMA and ARIMA)
Timeseries forecasting is quite a big topic to cover. I’ve spoken about key terminology and exponential smoothing in…
Key terminology & process for timeseries analysis including exponential smoothing
Timeseries analysis is incredibly powerful but can get quite confusing. There is a lot of terminology which we…
How Do Data Scientists Deal With Outliers In Timeseries Analysis To Reveal Trends and Patterns?
Welcome back to the series on timeseries analysis. In this article, we’re going to discuss: plotting timeseries data…
The Basics of Timeseries Analysis – Stationarity and Autocorrelation For Data Scientists
The purpose of time series analysis is to analyse timeseries data and extrapolate the patterns you identify into…