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Computational and Data-Enabled Science and Engineering

Dissertation (Thesis) Learning Resources

Irregular Time Series Analysis

Irregular time series are not evenly spaced in time, so many techniques in regular time series analysis, like using lags, can't be applied in the same way. Regression can still be used, but it does require other methods than the standard ones generally.

• Regular and irregular time series

• TIME SERIES ANALYSIS FOR IRREGULARLY SAMPLED DATA

• Time series-Introduction

• Irregular Time Series

• A Framework for the Analysis of Unevenly Spaced Time Series Data

• traces

• Irregular time series and how to whip them (video)

• It's time to talk about irregularly-sampled time series

• Neural Controlled Differential Equations for Irregular Time Series (video)

• Measurement of Seasonal, Cyclic and Irregular Variation (video)

• Modern Time Series Analysis (video)

• Time Series (Regular)

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