Table 1 reports the fits of two-stage versions with and without heterogeneous decision rules (latent classes) and models that allow for conventional representation of continuous covariates (i.e., no splines). According to standard fit metrics, the proposed model with five latent classes for both men and women fits the data better than all nested models (e.g., homogeneous and linear utility) and nonnested ones with polynomial representation of continuous covariates, and these differences are statistically significant. We assess goodness of fit using a holdout Gatine Alberta Back Page Number sample consisting of 318 girls who joined the website after the estimation period and 181 men to safeguard against overfitting. These out of sample estimates reaffirm that a model allowing for nonsmooth response and heterogeneity outperforms other specifications. In addition to superior fit, our model captures. Details are in SI Appendix, Section S4.
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