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Table 3 OLS estimates of CDFs with and without outliers, t-values in parentheses; dependent variable: logarithm of sales—lnY

From: Estimation of standard errors and treatment effects in empirical economics—methods and applicationsSchätzung von Standardfehlern und Kausaleffekten in der empirischen Wirtschaftsforschung – Methoden und Anwendungen

 

With

outliers

Without

outliers

Without

strong leverages

With

Hadi-MOD

lnL

0.9472

0.9415

1.0409

0.9412

(222.12)

(240.28)

(169.10)

(240.10)

lnK

0.2225

0.2242

0.1724

0.2243

(70.11)

(77.04)

(36.33)

(77.08)

MOD

   

1.8810

(2.33)

const

9.0811

9.0498

9.3445

9.0490

(333.20)

(362.66)

(238.53)

(362.62)

n

34,308

33,851

27,262

34,308

R 2

0.866

0.866

0.805

0.843