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. 2019 Jul 23;4(2):263–276. doi: 10.1007/s41669-019-0168-6

Table 3.

Summary multivariable empirical results table

Effect on WTP Without IPW With IPW
Log-linear GLM Log-linear GLM
Treatment +* +** +*** +***

Each reported significance level is for the most preferred model under each specification, based on the minimum AIC from Tables 4, 5, 6 and 7

Bootstrapped standard errors used for models without IPW; robust standard errors used for models with IPW (bootstrapping does not allow for weights)

IPW inverse probability weighting, WTP willingness to pay, GLM generalized linear model, AIC Akaike Information Criterion

***p < 0.01, **p < 0.05, *p < 0.1