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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: 1.3.3.25
Lag Plot: 1.3.3.15
Histogram: 1.3.3.14
 
Normal Probability Plot: 1.3.3.21
4-Plot: 1.3.3.32
PPCC Plot: 1.3.3.23
 
Weibull Plot: 1.3.3.30
Probability Plot: 1.3.3.22
Box-Cox Linearity Plot: 1.3.3.5
 
Box-Cox Normality Plot: 1.3.3.6
Bootstrap Plot: 1.3.3.4

Time Series
y = f(t) + e
Run Sequence Plot: 1.3.3.25
Spectral Plot: 1.3.3.27
Autocorrelation Plot: 1.3.3.1
 
Complex Demodulation Amplitude Plot: 1.3.3.8
Complex Demodulation Phase Plot: 1.3.3.9

1 Factor
y = f(x) + e
Scatter Plot: 1.3.3.26
Box Plot: 1.3.3.7
Bihistogram: 1.3.3.2
 
Quantile-Quantile Plot: 1.3.3.24
Mean Plot: 1.3.3.20
Standard Deviation Plot: 1.3.3.28

Multi-Factor/Comparative
y = f(xp,  x1,x2,...,xk) + e
Block Plot: 1.3.3.3

Multi-Factor/Screening
y = f(x1,x2,x3,...,xk) + e
DEX Scatter Plot: 1.3.3.11
DEX Mean Plot: 1.3.3.12
DEX Standard Deviation Plot: 1.3.3.13
Contour Plot: 1.3.3.10

Regression
y = f(x1,x2,x3,...,xk) + e
Scatter Plot: 1.3.3.26
6-Plot: 1.3.3.33
Linear Correlation Plot: 1.3.3.16
 
Linear Intercept Plot: 1.3.3.17
Linear Slope Plot: 1.3.3.18
Linear Residual Standard Deviation Plot:1.3.3.19

Interlab
(y1,y2) = f(x) + e
Youden Plot: 1.3.3.31

Multivariate
(y1,y2,...,yp)
Star Plot: 1.3.3.29
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