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---------

Co-authored-by: jose-donato <zmcdonato@gmail.com>
Co-authored-by: jose-donato <43375532+jose-donato@users.noreply.github.com>
Co-authored-by: andrewkenreich <andrew.kenreich@gmail.com>
2023-10-30 21:01:29 +00:00

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title, description, keywords
title description keywords
decompose Learn how to decompose time series using the additive or multiplicative model. Understand the usage, parameters, and get examples to simplify your analysis.
time series decomposition
additive time series
multiplicative time series
cyclic trend
residual
seasonality
decompose function
data analysis
stock analysis

import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

Decompose time series as: - Additive Time Series = Level + CyclicTrend + Residual + Seasonality - Multiplicative Time Series = Level * CyclicTrend * Residual * Seasonality

Usage

decompose [-m]

Parameters

Name Description Default Optional Choices
multiplicative decompose using multiplicative model instead of additive False True None

Examples

2022 Feb 16, 11:06 (🦋) /stocks/qa/ $ decompose

Time-Series Level is 2660.84
Strength of Trend: 0.0000
Strength of Seasonality: 0.0032

decompose