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Activity Number: 429 - Frequentist and Bayesian Inference for Complex Social Data
Type: Contributed
Date/Time: Wednesday, August 10, 2022 : 10:30 AM to 12:20 PM
Sponsor: Social Statistics Section
Abstract #323345
Title: Empirical Test to Asymetric Rand Index : An Application to Recode Pathways
Author(s): Elisabeth Morand*
Companies: Ined
Keywords: asymetic rand index ; administrative data; individual pathways; sequence analysis
Abstract:

Using administrative data, such as tax records or health administrative data are common in demographic or economic area to construct longitudinal individual pathways. Administrative data are only observation of using services. Hence, algorithms are used to encode administrative data into individuals pathways. Each admistrative pathway is divided into subsequences administrative records to construct individual states trajectories. To improve this automatical encoding, target trajectories are also considered for the same admistrative pathways. Each sequence cutting is considered as a partition. Rand index is used to mesure the superimposed of subsequences between algorithms and target one . Due to the the case when algotihm partition is largest than the gold standard target, an asymetric mesure is used. An empiral test is developped in the framework of the comparison of two pathways to compare the value of asymetric rand index value An application to encode patient pathways from claims data is presented.


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