Cv property residuum, Cv regression coefficients[1, Cv regression coefficients[1] mean – BUCHI NIRCal User Manual

Page 173: Cv regression coefficients[1] sdev, 14 cv property residuum, 15 cv regression coefficients[1, 16 cv regression coefficients[1] mean, 17 cv regression coefficients[1] sdev

Advertising
background image

Chemometrics

NIRCal 5.5 Manual, Version A

173

3.18.14

CV Property Residuum

Description

CV Property Residuum is the difference between the original and CV
predicted property value.

Use

It gives information of outlier sample.

Method

PCR / PLS

Matrices ID

67

Tip

It should be as close to zero as possible.

Details

Big differences indicate outliers.

Related Topic

CV Predicted Property

3.18.15

CV Regression Coefficients[1]

Description

It shows as many regression coefficients, as many calculations / groups exist
in the CV calibration. Each regression coefficients name has the group
name, which was left out.

Use

Help for the optimal secondary PCs selection.

Method

PCR / PLS

Matrices ID

88

Tip

In case each regression coefficients look similar, the calibration is stable. A
group with huge deviation indicates outlier.
Select PCs, which have stable regression coefficients (not noisy).

Details

[1] means the 1st C-Set property. In general for each application only one C-
Set property is allowed, so for each property a separate calibration is
necessary (NIRCal could handle more, but NIRWare is concipated with only
one property per calibration for quantitative measurements).
NOTE
In the graphics the tooltip shows spectra and number e.g. "spectra (45)", the
number corresponds to the CV Group number (ignore the other information).

Related Topic

Regression Coefficient

,

Regression Coefficients [1]

3.18.16

CV Regression Coefficients[1] Mean

Description

Mean of CV Regression Coefficients [1] for each wavelength.

Use

Used for the CV Regression Coefficients [1] t-test.

Method

PCR / PLS

Matrices ID

90

Tip

Details

Related Topic

CV Regression Coefficients[1] t-test

3.18.17

CV Regression Coefficients[1] Sdev

Description

Standard Deviation of CV Regression Coefficients [1] for each wavelength.

Use

Used for the CV Regression Coefficients[1] t-test.

Method

PCR / PLS

Matrices ID

89

Tip

Details

Related Topic

CV Regression Coefficients[1] t-test


Advertising