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Partial Identification by Extending Subdistributions [PDF]
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Recent Developments in Partial Identification
Identification strategies concern what can be learned about the value of a parameter based on the data and the model assumptions. The literature on partial identification is motivated by the fact that it is not possible to learn the exact value of the parameter for many empirically relevant cases.
Brendan Kline, Elie Tamer
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Identification of HCC-Related Genes Based on Differential Partial Correlation Network
Hepatocellular carcinoma (HCC) is one of the most common causes of cancer-related death, but its pathogenesis is still unclear. As the disease is involved in multiple biological processes, systematic identification of disease genes and module biomarkers ...
Yuyao Gao +9 more
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Background. Identification of emotional facial expressions (EFEs) is important in interpersonal communication. Six ‘universal’ EFEs are known, though accuracy of their identification varies.
Alapan Bandyopadhyay +2 more
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Measuring partial discharges in DC insulation systems is an issue due to the lack of a reference relating the voltage waveform to the physics of discharge phenomena.
Gian Carlo Montanari, Riddhi Ghosh
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ON GMM INFERENCE: PARTIAL IDENTIFICATION, IDENTIFICATION STRENGTH, AND NONSTANDARD ASYMPTOTICS
This paper analyses aspects of generalized method of moments (GMM) inference in moment equality models in settings where standard regularity conditions may break down. Explicit analytic formulations for the asymptotic distributions of estimable functions of the GMM estimator and statistics based on the GMM criterion function are derived under ...
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Arthroscopic Identification of Partial-Thickness Rotator Cuff Tears
Partial-thickness rotator cuff tears are among the most common challenges faced by orthopaedic surgeons today. The ability to adequately manage these injuries depends on identifying their full extent during arthroscopic evaluation. There are many ways to
Robert W. Lindeman, M.D. +1 more
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Partial Identification in Matching Models for the Marriage Market
We study partial identification of the preference parameters in models of one-to-one matching with perfectly transferable utilities, without imposing parametric distributional restrictions on the unobserved heterogeneity and with data on one large market.
Gualdani, Cristina, Sinha, Shruti
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Navigating the mismeasurement of intermediary variables in message-based experiments
Researchers frequently deliver treatments through messages, as in many audit and get-out-the-vote (GOTV) experiments. These message-based experiments often hinge on intermediary variables—actions subjects must take to actually receive the treatment or ...
Thomas Leavitt, Viviana Rivera-Burgos
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During the installation and laying process of cross‐linked polyethylene (XLPE) cable, it is difficult to avoid the influence of external harsh environment, which leads to insulation deterioration and failure.
Yongpeng Xu +5 more
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