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Table 2 Kolmogorov-Smirnov (KS) test p-values for the Longitudinal Study of Australian Children example

From: Diagnosing problems with imputation models using the Kolmogorov-Smirnov test: a simulation study

Variable

Model 1

Model 2

Model 3

Model 4

Family socioeconomic position

4.94 × 10-7

9.02 × 10-7

0.024

2.85 × 10-6

Warm parenting

4.81 × 10-12

4.81 × 10-12

3.38 × 10-12

1.73 × 10-8

Harsh discipline

2.52 × 10-5

6.21 × 10-5

8.45 × 10-6

6.39 × 10-15

Mother’s emotional distress

4.48 × 10-6

2.44 × 10-6

9.95 × 10-6

1.78 × 10-16

  1. Results are median KS p-values over 20 imputed datasets. The four imputation models were: 1 = “optimal” model, 2 = no outcome variable, 3 = no auxiliary variables, 4 = no de-skewing.