Skip to main content

Table 8 Linear regression of number of employer in an enterprise based on factor scores

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

Full model

Reduced model by stepwise elimination

Coefficients

Estimate

Std. error

t value

Pr(\(>|\hbox {t}|\))

Coefficients

Estimate

Std. error

t value

Pr(\(>|\hbox {t}|\))

(Intercept)

0.762

1.441

0.529

0.597

(Intercept)

1.133

0.706

1.605

0.110

x1

− 0.002

0.013

− 0.115

0.909

x1

Removed

x2

0.007

0.013

0.528

0.598

x2

Removed

x3

0.042

0.082

0.516

0.606

x3

Removed

x4

0.000

0.000

0.442

0.659

x4

Removed

x5

− 0.257

0.026

− 10.063

0.000

x5

− 0.257

0.025

− 10.269

0.000

x6

0.245

0.022

11.289

0.000

x6

0.243

0.021

11.575

0.000

x7

0.014

0.096

0.144

0.886

x7

Removed

x8

0.936

0.067

13.954

0.000

x8

0.938

0.065

14.354

0.000

x9

− 0.106

1.070

− 0.099

0.921

x9

Removed

x10

0.000

0.000

1.864

0.064

x10

0.000

0.000

2.019

0.045

x11

0.066

0.025

2.623

0.010

x11

0.065

0.024

2.667

0.008

Multiple R-squared

0.821

Multiple R-squared

0.820

Adjusted R-squared

0.810

Adjusted R-squared

0.815

F-statistic

69.820

F-statistic

158.000

P-value

< 2.2e−16

P-value

< 2.2e−16