About: Balancing test is a research topic. Over the lifetime, 241 publications have been published within this topic receiving 1266 citations. The topic is also known as: fine line testing & fine line test.
TL;DR: In this paper, the authors highlight the poor size properties of commonly employed balancing tests and attempt to shed some light on the link between the results of balancing test and bias of the evaluation estimator, and suggest that in scenarios where the conditional independence assumption holds, a permutation version of the balancing test described in Dehejia and Wahba (Rev Econ Stat 84:151−161, 2002) can be useful in applied study.
Abstract: Balancing tests are diagnostics designed for use with propensity score methods, a widely used non-experimental approach in the evaluation literature. Such tests provide useful information on whether plausible counterfactuals have been created. Currently, multiple balancing tests exist in the literature but it is unclear which is the most useful. This article highlights the poor size properties of commonly employed balancing tests and attempts to shed some light on the link between the results of balancing tests and bias of the evaluation estimator. The simulation results suggest that in scenarios where the conditional independence assumption holds, a permutation version of the balancing test described in Dehejia and Wahba (Rev Econ Stat 84:151–161, 2002) can be useful in applied study. The proposed test has good size properties. In addition, the test appears to have good power for detecting a misspecification in the link function and some power for detecting an omission of relevant non-linear terms involving variables that are included at a lower order.
TL;DR: In this article, it was shown that the Appellate body has never engaged in balancing in GATT Article XX to prevent inefficient harm to foreign interests, and that balancing is not authorized by the treaty texts.
Abstract: Conventional wisdom tells us that in Korea–Beef, the Appellate Body interpreted the word ‘necessary’ in GATT Article XX to require a cost–benefit balancing test. The Appellate Body is supposed to have applied this test also in EC–Asbestos, US–Gambling (involving GATS Article XIV), and Dominican Republic–Cigarettes. In this article I demonstrate, by detailed analysis of the opinions, that the Appellate Body has never engaged in such balancing. They have stated the balancing test, but in every case they have also stated the principle that Members get to choose their own level of protection, which is logically inconsistent with judicial review by cost–benefit balancing. And they have decided every case by reference to the ‘own level of protection’ principle. The Appellate Body is right not to balance. Balancing is not authorized by the treaty texts, and it is not needed to prevent inefficient harm to foreign interests.
TL;DR: In this article, the efficiency of two-party incomplete information sequential bargaining over an entitlement relating to external harm is analyzed under two alternative property rights regimes: definite and contingent, where a rule allocates the entitlement to one of the parties in an ex ante certain way; and contingent entitlements, where the assignment of the entitlement depends on the outcome of an ex post judicial balancing test that weighs the value of the activity against the external harm it generates.
Abstract: The efficiency of two-party incomplete information sequential bargaining over an entitlement relating to external harm is analyzed under two alternative property rights regimes: definite entitlements, where a rule allocates the entitlement to one of the parties in an ex ante certain way; and contingent entitlements, where the assignment of the entitlement depends on the outcome of an ex post judicial balancing test that weighs the value of the activity against the external harm it generates. It is shown that a contingent entitlement may make credible a threat to take-cause harm without consent-that is not credible under a definite entitlement, and that such a credible taking threat may supplant strategic delay as a screening device. Such a threat may induce immediate ex post efficient agreement. However, such a result obtains as a Perfect Bayesian Equilibrium only if the legal balancing process is imperfect in measuing and balancing harm against value.
TL;DR: In this paper, the role of balancing tests when employing propensity score matching methods is discussed, highlighting the importance of distinguishing between balancing tests that are conducted before matching and after matching, and providing a Monte Carlo examination of four commonly employed balancing tests.
Abstract: This paper focuses on the role of balancing tests when employing propensity score matching methods. The idea behind these tests are to check to see if observations with the same propensity score have the same distribution of observable covariates independent of treatment status. Currently, multiple versions of the balancing test exist in the literature. One troubling aspect is that different balancing tests sometimes yield different answers. This paper highlights the importance of distinguishing between balancing tests that are conducted before matching and after matching, and provides a Monte Carlo examination of four commonly employed balancing tests. We highlight the poor size properties of these commonly employed balancing tests and demonstrate how non-parametric versions of before and after matching tests provide much better test sizes. Finally, we illustrate how balancing tests are of little utility if the conditional independence assumption underlying matching estimators is not fulfilled.
TL;DR: In this paper, the authors examine the theory and evidence behind patent holdup concerns as they relate to injunctive relief policy, and they find that the holdup theory justifying categorical limitations on patent relief rests upon overly narrow assumptions.
Abstract: The Supreme Court's 2006 eBay ruling marked a turning point in injunctive relief policy. Unfortunately, there seems to be considerable confusion about the implications of the decision. Some authors, concerned over patent holdup and excessive royalty rates, interpret the eBay decision as giving a green light to district courts to deny injunctive relief to non-manufacturing patent owners. Using an error cost framework, we examine the theory and evidence behind patent holdup concerns as they relate to injunctive relief policy. We find that the holdup theory justifying categorical limitations on injunctive relief rests upon overly narrow assumptions. As a result, categorical limitations are likely to result in substantial false positives, where patent holders with no designs of patent holdup are nonetheless denied injunctive relief. Instead of advocating categories of denial, we argue that the majority opinion in eBay can and should be read as a return to a balancing test, where costs and benefits are weighed carefully before granting or denying a patent injunction.