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05.A - JJ Share (Analysis & Decomposition)

Earnings per Johnson & Johnson Share - Time Series Analysis & Decomposition
Trend Estimation via Polynomial Curve Fitting Trend Estimation via Centered Moving Average Multiplicative decomposition (w/ Centered MA Trend) Multiplicative decomposition (w/ Polynomial Curve-Fitting Trend) Full decompositionusing the TSClassical DecompositionComponent3rd degree polynomialApply modelPlot TS vs. TrendYYYY-MMCreate tComputeDetrendedSeriesDetrended seriesComputeSeasonalFactorsSeasonal factors(extended to the entire series)Compute Deseasonalized SeriesForward simpleLength = 4Lag MAMA of MA (Backward simple-Window length = 2)Import JJ ShareTime seriesTime Series plotMonthCompute Error ComponentError ComponentTS vs.Centered Moving AverageRename Centered MASeasonalfactorsComputeDetrendedSeriesDetrended seriesCompute Error ComponentComputeSeasonalFactorsError ComponentSeasonalfactorsNode 155Compute Deseasonalized SeriesSeasonal factors(extended to the entire series) Time Series ClassicalDecomposition PolynomialRegression Learner RegressionPredictor Line Plot (Plotly) String Manipulation Math Formula Math Formula Line Plot (Plotly) GroupBy Joiner Column Rename Line Plot (Plotly) Math Formula Moving Average Lag Column Moving Average CSV Reader Line Plot (Plotly) Rule Engine Number To String Math Formula Line Plot (Plotly) Line Plot (Plotly) Column Rename Bar Chart Math Formula Line Plot (Plotly) Math Formula GroupBy Line Plot (Plotly) Bar Chart Joiner Math Formula Column Rename Line Plot (Plotly) Trend Estimation via Polynomial Curve Fitting Trend Estimation via Centered Moving Average Multiplicative decomposition (w/ Centered MA Trend) Multiplicative decomposition (w/ Polynomial Curve-Fitting Trend) Full decompositionusing the TSClassical DecompositionComponent3rd degree polynomialApply modelPlot TS vs. TrendYYYY-MMCreate tComputeDetrendedSeriesDetrended seriesComputeSeasonalFactorsSeasonal factors(extended to the entire series)Compute Deseasonalized SeriesForward simpleLength = 4Lag MAMA of MA (Backward simple-Window length = 2)Import JJ ShareTime seriesTime Series plotMonthCompute Error ComponentError ComponentTS vs.Centered Moving AverageRename Centered MASeasonalfactorsComputeDetrendedSeriesDetrended seriesCompute Error ComponentComputeSeasonalFactorsError ComponentSeasonalfactorsNode 155Compute Deseasonalized SeriesSeasonal factors(extended to the entire series) Time Series ClassicalDecomposition PolynomialRegression Learner RegressionPredictor Line Plot (Plotly) String Manipulation Math Formula Math Formula Line Plot (Plotly) GroupBy Joiner Column Rename Line Plot (Plotly) Math Formula Moving Average Lag Column Moving Average CSV Reader Line Plot (Plotly) Rule Engine Number To String Math Formula Line Plot (Plotly) Line Plot (Plotly) Column Rename Bar Chart Math Formula Line Plot (Plotly) Math Formula GroupBy Line Plot (Plotly) Bar Chart Joiner Math Formula Column Rename Line Plot (Plotly)

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Created by: danie
Created at: 2022-07-15
On NodePit since: 2022-07-21
Last update: 2024-11-23
Created with KNIME version: v4.6.0
Tags: #timeseries #decomposition #seasonality #trend #forecasting

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