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Table 8 Estimates of parameters with standard errors (in parentheses) in the main model using the bivariate selection model, the univariate selection model and the complete cases analysis

From: Sample selection bias with multiple dependent selection rules: an application to survey data analysis with multilevel nonresponse

Parameter

Bivariate selection model

Univariate selection model

Complete cases

Two-step

One-step

Two-step

One-step

Intercept

21.249 (0.138)

21.156 (0.119)

21.161 (0.129)

21.098 (0.120)

20.940 (0.106)

Logarithm of the number of employees

1.126 (0.031)

1.132 (0.031)

1.135 (0.031)

1.139 (0.031)

1.149 (0.030)

Registered in Bourse

0.607 (0.252)

0.611 (0.270)

0.649 (0.268)

0.640 (0.269)

0.632 (0.270)

Isic4_2219

− 0.687 (0.112)

− 0.678 (0.112)

− 0.691 (0.115)

− 0.685 (0.114)

− 0.669 (0.113)

Inv. Mills ratio 1

0.074 (0.297)

0.054 (0.086)

− 0.407 (0.137)

− 0.294 (0.096)

 

Inv. Mills ratio 2

− 0.619 (0.193)

− 0.427 (0.441)

   

SSE

858.368

855.872

866.945

866.338

876.035

MSE

0.999

0.996

1.008

1.007

1.017

  1. The sample size is 1236 establishments with 865 respondents, 55 noncontacts and 316 refusals