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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
Lag Plot
Lag Plot
Histogram
Histogram
  Normal Probability Plot
Normal Probability Plot
4-Plot
4-Plot
PPCC Plot
PPCC Plot
  Weibull Plot
Weibull Plot
Probability Plot
Probability Plot
Box-Cox Linearity Plot
Box-Cox Linearity Plot
  Box-Cox Normality Plot
Box-Cox Normality Plot
Bootstrap Plot
Bootstrap Plot

Time Series
y = f(t) + e
Run Sequence Plot
Run Sequence Plot
Spectrum
Spectrum
Autocorrelation Plot
Autocorrelation Plot
  Complex Demodulation Amplitude Plot
Complex Demodulation Amplitude Plot
Complex Demodulation Phase Plot
Complex Demodulation Phase Plot

1 Factor
y = f(x) + e
Scatter Plot
Scatter Plot
Box Plot
Box Plot
Bihistogram
Bihistogram
  Quantile-Quantile Plot
Quantile-Quantile Plot
Mean Plot
Mean Plot
Standard Deviation Plot
Standard Deviation Plot

Multi-Factor/Comparative
> y = f(xp,  x1,x2,...,xk) + e
Block Plot
Block Plot

Multi-Factor/Screening
y = f(x1,x2,x3,...,xk) + e
DEX Scatter Plot
DEX Scatter Plot
DEX Mean Plot
DEX Mean Plot
DEX Standard Deviation Plot
DEX Standard Deviation Plot
Contour Plot
Contour Plot

Regression
y = f(x1,x2,x3,...,xk) + e
Scatter Plot
Scatter Plot
6-Plot
6-Plot
Linear Correlation Plot
Linear Correlation Plot
  Linear Intercept Plot
Linear Intercept Plot
Linear Slope Plot
Linear Slope Plot
Linear Residual Standard Deviation Plot
Linear Residual Standard Deviation Plot

Interlab
(y1,y2) = f(x) + e
Youden Plot
Youden Plot

Multivariate
(y1,y2,...,yp)
Star Plot
Star Plot
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