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Table 15 Variance of principal components

From: Application of variable selection and dimension reduction on predictors of MSE’s development

Principal components (Pc)

Standard deviation

Proportion of variance

Cumulative proportion

Variance of Pc

PC1

2.702

0.090

0.090

7.302

PC2

2.427

0.073

0.163

5.889

PC3

2.360

0.069

0.232

5.570

PC4

2.207

0.060

0.292

4.870

PC5

1.759

0.038

0.330

3.093

PC6

1.681

0.035

0.365

2.824

PC7

1.622

0.032

0.397

2.632

PC8

1.546

0.030

0.427

2.389

PC9

1.523

0.029

0.455

2.320

PC10

1.494

0.028

0.483

2.231

PC11

1.423

0.025

0.508

2.025

PC12

1.374

0.023

0.531

1.887

PC13

1.341

0.022

0.553

1.798

PC14

1.286

0.020

0.574

1.653

PC15

1.271

0.020

0.594

1.616

PC16

1.239

0.019

0.613

1.534

PC17

1.191

0.018

0.630

1.417

PC18

1.174

0.017

0.647

1.379

PC19

1.165

0.017

0.664

1.357

PC20

1.125

0.016

0.680

1.266

PC21

1.100

0.015

0.695

1.211

PC22

1.058

0.014

0.708

1.119

PC23

1.042

0.013

0.722

1.086

PC24

1.018

0.013

0.735

1.036

PC25

1.017

0.013

0.747

1.034

PC26

0.997

0.012

0.760

0.993

PC27

0.972

0.012

0.771

0.945

PC28

0.955

0.011

0.783

0.912

PC29

0.933

0.011

0.793

0.871

PC30

0.918

0.010

0.804

0.843

PC31

0.888

0.010

0.813

0.789

PC32

0.879

0.010

0.823

0.772

PC33

0.869

0.009

0.832

0.756

PC34

0.847

0.009

0.841

0.717

PC35

0.835

0.009

0.850

0.698

PC36

0.829

0.008

0.858

0.688

PC37

0.810

0.008

0.866

0.656

PC38

0.789

0.008

0.874

0.622

PC39

0.769

0.007

0.881

0.592

PC40

0.755

0.007

0.888

0.571

PC41

0.734

0.007

0.895

0.539

PC42

0.716

0.006

0.901

0.512

PC43

0.704

0.006

0.908

0.496

PC44

0.690

0.006

0.913

0.476

PC45

0.686

0.006

0.919

0.471

PC46

0.664

0.005

0.925

0.441

PC47

0.660

0.005

0.930

0.435

PC48

0.634

0.005

0.935

0.402

PC49

0.617

0.005

0.940

0.380

PC50

0.602

0.004

0.944

0.362

PC51

0.598

0.004

0.949

0.358

PC52

0.578

0.004

0.953

0.334

PC53

0.557

0.004

0.957

0.310

PC54

0.547

0.004

0.960

0.299

PC55

0.541

0.004

0.964

0.293

PC56

0.521

0.003

0.967

0.272

PC57

0.503

0.003

0.970

0.253

PC58

0.483

0.003

0.973

0.234

PC59

0.466

0.003

0.976

0.217

PC60

0.450

0.003

0.978

0.202

PC61

0.440

0.002

0.981

0.194

PC62

0.420

0.002

0.983

0.177

PC63

0.414

0.002

0.985

0.171

PC64

0.410

0.002

0.987

0.168

PC65

0.394

0.002

0.989

0.155

PC66

0.385

0.002

0.991

0.148

PC67

0.372

0.002

0.993

0.138

PC68

0.353

0.002

0.994

0.125

PC69

0.329

0.001

0.995

0.108

PC70

0.299

0.001

0.997

0.089

PC71

0.280

0.001

0.998

0.078

PC72

0.271

0.001

0.998

0.074

PC73

0.226

0.001

0.999

0.051

PC74

0.162

0.000

0.999

0.026

PC75

0.149

0.000

1.000

0.022

PC76

0.122

0.000

1.000

0.015

PC77

0.077

0.000

1.000

0.006

PC78

0.068

0.000

1.000

0.005

PC79

0.043

0.000

1.000

0.002

PC80

0.000

0.000

1.000

0.000

PC81

0.000

0.000

1.000

0.000