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5.6 Time Serie Analysis
Contents
1
Statistics and Test
2
Transform and Decompose
3
Smooth
4
ARIMA
5
Spectral Analysis
Statistics and Test
Autocorrelation and Partial Autocorrelation (ACF & PACF)
Cross Correlation (CCF)
Stationary Test
Transform and Decompose
Differences
Lag
Box-Cox Transformation
Trend Analysis
Decomposition
Smooth
Moving Average
Single Exponential Smoothing
Double Exponential Smoothing
Winter's Method
ARIMA
ARIMA tool
Prewhitening
Spectral Analysis
Univariate Spectral Density with Daniell Method
Univariate Spectral Density with Lag Window
Bivariate Spectral Density with Daniell Method
Bivariate Spectral Density with Lag Window
Deskriptive Statistik
Hypothesentests
ANOVA
Nichtparametrische Tests
5.5 Quality Control and Improvement
Survival Analysis
Multivariate Analyse
Trennschärfe und Stichprobenumfang
ROC-Kurve
Autocorrelation and Partial Autocorrelation (ACF & PACF)
Cross Correlation (CCF)
Stationary Test
Differences Tool
Lag Tool
Tutorial for Box-Cox Transformation tool
Tutorial for Trend Analysis Tool
Tutorial for Decomposition
Tutorial for Moving Average Smoothing
Tutorial for Single Exp Smoothing
Tutorial for Double Exponential Smoothing
Tutorial for Winter's Method (Smoothing)
Tutorial for ARIMA Tool
Tutorial for Prewhitening Tool
Univariate Spectral Density with Daniell Method
Univariate Spectral Density with Lag Window
Bivariate Spectral Density with Daniell Method
Bivariate Spectral Density with Lag Window