Generating synthetic aviation safety data to resample or establish new datasets

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Aviation safety data are limited in availability due to their confidential nature. For some data, there are not enough data points in order to process them through advanced analysis. The goal is to demonstrate how to transform accessible data or knowledge about aviation safety into data samples with sufficient granularity. Were real data were accessible, the equations considered them. The less real data and expert assumptions there are, the more inaccurate the resampled or simulated data and vice versa.

Collected and summarized from the source below by Minh Pham  https://db.vista.gov.vn:2095/science/article/pii/S0925753516302260