1. Exploratory Data Analysis
1.3. EDA Techniques

1.3.4.

Graphical Techniques: By Problem Category

Univariate
y = c + e Run Sequence Plot
Run Sequence Plot: 1.3.3.25
Lag Plot
Lag Plot: 1.3.3.15
Histogram
Histogram: 1.3.3.14
  Normal Probability Plot
Normal Probability Plot: 1.3.3.21
4-Plot
4-Plot: 1.3.3.32
PPCC Plot
PPCC Plot: 1.3.3.23
  Weibull Plot
Weibull Plot: 1.3.3.30
Probability Plot
Probability Plot: 1.3.3.22
Box-Cox Linearity Plot
Box-Cox Linearity Plot: 1.3.3.5
  Box-Cox Normality Plot
Box-Cox Normality Plot: 1.3.3.6
Bootstrap Plot
Bootstrap Plot: 1.3.3.4
Time Series
y = f(t) + e Run Sequence Plot
Run Sequence Plot: 1.3.3.25
Spectrum
Spectral Plot: 1.3.3.27
Autocorrelation Plot
Autocorrelation Plot: 1.3.3.1
  Complex Demodulation Amplitude Plot
Complex Demodulation Amplitude Plot: 1.3.3.8
Complex Demodulation Phase Plot
Complex Demodulation Phase Plot: 1.3.3.9
1 Factor
y = f(x) + e Scatter Plot
Scatter Plot: 1.3.3.26
Box Plot
Box Plot: 1.3.3.7
Bihistogram
Bihistogram: 1.3.3.2
  Quantile-Quantile Plot
Quantile-Quantile Plot: 1.3.3.24
Mean Plot
Mean Plot: 1.3.3.20
Standard Deviation Plot
Standard Deviation Plot: 1.3.3.28
Multi-Factor/Comparative
y = f(xp, x1,x2,...,xk) + e Block Plot
Block Plot: 1.3.3.3
Multi-Factor/Screening
y = f(x1,x2,x3,...,xk) + e DOE Scatter Plot
DOE Scatter Plot: 1.3.3.11
DOE Mean Plot
DOE Mean Plot: 1.3.3.12
DOE Standard Deviation Plot
DOE Standard Deviation Plot: 1.3.3.13
Contour Plot
Contour Plot: 1.3.3.10
Regression
y = f(x1,x2,x3,...,xk) + e Scatter Plot
Scatter Plot: 1.3.3.26
6-Plot
6-Plot: 1.3.3.33
Linear Correlation Plot
Linear Correlation Plot: 1.3.3.16
  Linear Intercept Plot
Linear Intercept Plot: 1.3.3.17
Linear Slope Plot
Linear Slope Plot: 1.3.3.18
Linear Residual Standard Deviation Plot
Linear Residual Standard Deviation Plot:1.3.3.19
Interlab
(y1,y2) = f(x) + e Youden Plot
Youden Plot: 1.3.3.31
Multivariate
(y1,y2,...,yp) Star Plot
Star Plot: 1.3.3.29

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