Table 4 Multiple linear regression analysis.

From: Precise multi-factor immediate implant placement decision models based on machine learning

 

B

β

t

p

VIF

Constant

-1.631

-

-9.426

0.000*

-

Bone quality = hard

2.629

0.627

24.324

0.000*

1.333

Bone quality = medium

0.651

0.155

6.024

0.000*

1.333

Implant apex design = nobel active

0.708

0.169

6.548

0.000*

1.333

Implant apex design = nobel parallel CC

0.269

0.064

2.485

0.013*

1.333

Osteotomy preparation protocol = undersized

1.349

0.341

15.288

0.000*

1

Intraosseous depth

0.75

0.62

27.758

0.000*

1

Dependent variable: Box-cox (Max IT)

  1. Note: R2 = 0.842, adjusted R2 = 0.839, F = 281.645 (p = 0.000***). *p < 0.05.