What is Singular Spectrum Analysis (SSA)

Güray Hatipoğlu

doi:10.5281/zenodo.20568516

January 1, 2026Open Access

What is Singular Spectrum Analysis (SSA)

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Key Points

The aim is to explain the concept and applications of Singular Spectrum Analysis (SSA) in time series analysis.
Descriptive overview of the Singular Spectrum Analysis technique and its components including decomposition, trend extraction, and seasonal components.
Identification of SSA as a valuable tool for analyzing and forecasting time series data.
Demonstration of SSA's effectiveness in isolating trends and patterns within complex datasets.

Implication

Overview of Singular Spectrum Analysis, a method for analyzing time series data, highlighting its applications.

Abstract

Science Ascend is an online, editor-reviewed, non-peer-reviewed, free-to-read and free-to-submit scientific journal published by FIRE Araştırma Eğitim Ltd. Şti.

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Cite This Study

Güray Hatipoğlu (2026) studied this question.

synapsesocial.com/papers/6a265ca8ad53cfb9357c5dd1 https://doi.org/10.5281/zenodo.20568516

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What is Singular Spectrum Analysis (SSA)

Key Points

Implication

Abstract

Discussion

Cite This Study

What is Singular Spectrum Analysis (SSA)

Key Points

Implication

Abstract

Discussion

Cite This Study

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