Sentence examples for identifying assumptions from inspiring English sources

In particular, we will outline a general approach to analyzing robustness of one's conclusions to deviations from baseline identifying assumptions.

Alternative estimators are described along with their identifying assumptions, the behavioral implications of those assumptions, and the data requirements for implementation.

Lastly, we show how to implement quasi-experimental shift-share designs with new shock-level regressions, which help visualize identifying shock variation, correct standard errors, choose appropriate specifications, test identifying assumptions, and optimally combine multiple sets of quasi-random shocks.

The results are robust to various identifying assumptions, and are consistent with both publication bias and bias due to non-robust identification strategies to obtain causal estimates in the literature.

As the detailed explanation of the prize (pdf) explains, before Sargent and Sims came along, econometrics consisted largely of estimating models you had no good reason to believe based on identifying assumptions (if you don't already know, you don't want to) that lacked credibility.

Skepticism toward traditional identifying assumptions based on exclusion restrictions has led to a surge in the use of structural VAR models in which structural shocks are identified by restricting the sign of the responses of selected macroeconomic aggregates to these shocks.

Our identifying assumption has testable implications which we spell out for J = 2.

Relying on the identifying assumption that contracts are optimal, we obtain the estimates of a lower and an upper bound of agents' reservation utilities.

We provide evidence below in support of that identifying assumption.

Moreover, the identifying assumption about equal coefficients can be tested.

Our central identifying assumption is that the distribution of bidder values is increasing in the state.