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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 Decompose time series guide and examples: additive and multiplicative models. Includes usage, parameters, and example output for time series decomposition.
Decompose
Time Series
Additive Time Series
Multiplicative Time Series
Level
CyclicTrend
Residual
Seasonality
Usage
Parameters
Example

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