Level 2 score by anonymization method.

Level 2 score by anonymization method.

<p>(A) Level 2 score = Number of statistical analyses that could be replicated utilizing each privacy-preserving anonymized data and having similar results to those from the raw analysis. Level 2 total replication score ranges from 0 item (no statistical item were replicated and similar) to 76...

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Bibliographic Details
Main Author: David Pau (6102565) (author)
Other Authors: Camille Bachot (3706507) (author), Charles Monteil (20208630) (author), Laetitia Vinet (20664211) (author), Mathieu Boucher (9663506) (author), Nadir Sella (4484002) (author), Romain Jegou (20664214) (author)
Published: 2025
Subjects:
Neuroscience
Biotechnology
Evolutionary Biology
Mental Health
different probability distributions
four assessment levels
level 2 referred
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using hellinger distances
level 1 referred
four anonymized data
privacy protection methods
raw cohort data
anonymization methods reproduced
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using methods
four sets
anonymized data
level 4
level 3
hellinger distance
1 ).
three methods
scientific data
data subjects
survival analysis
score ranging
regression models
project aims
processing activity
privacy risk
make impossible
maintain reliability
irreversible manner
innovative ways
evaluate impact
defines anonymization
context risk
anonymization solution
affect anymore
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