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Univariate Time Series

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May 1, 2024 4 minute read

Univariate time series analysis is a statistical technique used to analyze and understand data that is collected over time. It is used in a wide variety of fields, including economics, finance, engineering, and the sciences. Univariate time series analysis can be used to identify patterns and trends in data, forecast future values, and make informed decisions.

Why Learn Univariate Time Series Analysis?

There are many reasons why you might want to learn univariate time series analysis. Some of the most common reasons include:

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Reading list

We've selected five books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Univariate Time Series.
Classic reference for applied time series analysis, covering a wide range of topics from data exploration to forecasting. It comprehensive and in-depth resource for anyone interested in learning about time series analysis.
Focuses on the practical aspects of forecasting, with a particular focus on time series forecasting. It good resource for anyone who wants to learn how to use time series analysis to forecast future values.
Covers the theory and application of state space models for time series analysis. It good resource for anyone who wants to learn more about this advanced topic.
Is more introductory and covers a broad overview of univariate time series analysis techniques. It good resource for anyone who wants to learn the basics of time series analysis.
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