Successful modeling of observational data requires jointly discovering the determinants underlying process and observations from which it can be reliably estimated, given near impossibility pre-specifying both. To do so avoiding many potential problems, including substantive omitted variables; unmodeled non-stationarity misspecified dynamics in time series; non-linearity; inappropriate conditio...