Table 2 The ANOVA results indicating the significant PLS model against each diesel characteristic boiling point at 50% recovery, cetane number, density, freezing temperature of the fuel, total aromatics, and viscosity are presented.

From: Majority scoring with backward elimination in PLS for high dimensional spectrum data

Model Level

Boiling point

Cetane Number

Density

Freezing temperature

Total aromatics

Viscosity

Model

Estimate

P-value

Estimate

P-value

Estimate

P-value

Estimate

P-value

Estimate

P-value

Estimate

P-value

Intercept

0.012

< 0.001

0.094

< 0.001

0.378

< 0.001

0.304

< 0.001

0.218

< 0.001

0.245

< 0.001

\(MSBE-PLS\)

Reference

\(MS-PLS\)

0.147

0.034

0.025

< 0.001

0.087

0.021

0.036

0.029

0.247

< 0.001

0.654

< 0.001

Trunc-PLS

0.013

0.045

0.021

< 0.001

0.054

0.297

0.012

0.274

0.214

< 0.001

0.301

< 0.001

\(T^2\)-PLS

0.614

< 0.001

0.158

< 0.001

0.413

< 0.001

0.207

< 0.001

0.314

< 0.001

0.245

< 0.001