We propose a substantive model of its antecedents and consequences.
This meant that there were no interactions in the substantive model, but the default parametric imputation model for x3 (which would not include any interactions) would be incorrect.
The default settings for MICE do not include interactions between the variables, and it is routine practice to include only those interactions that are in the substantive model, rather than actively search for all possible interactions and nonlinearities.
Recent years have seen the problem of congeniality of the imputation model and substantive model earning greater attention.
Imputation models should also be compatible with the substantive model (32), and random forest obviates the need to specify how the outcome should be conditioned on in the imputation models for covariates.
The author with a truly substantive model should not hesitate to report both the model's failure and their successful/unsuccessful diagnostic investigations of the various potential reasons for failure.
The aim of this research project is to continue the work of theory-building begun in the study by Noiseux [ 2] and to put forward a substantive theoretical model of recovery for people with a mental health problem.
The purpose of this study is to continue the theory building begun by Noiseux [ 2] and to put forward a substantive theoretical model of recovery for people with a mental health problem.
