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Title: NCI Pilot 3 - Synthetic Data Generation Report

Abstract

Two methods have been implemented so far: Independent Marginals (IM) and Bayesian Network (BN). In the IM method, it simply estimates individual discrete probability distribution from the available real data for each variable, and then sample from them.

Authors:
 [1];  [1];  [1];  [1]
  1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Publication Date:
Research Org.:
Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1430997
Report Number(s):
LLNL-TR-747902
DOE Contract Number:  
AC52-07NA27344
Resource Type:
Technical Report
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE

Citation Formats

Goncalves, Andre R., Sales, Ana Paula, Ray, Priyadip, and Soper, Braden. NCI Pilot 3 - Synthetic Data Generation Report. United States: N. p., 2018. Web. doi:10.2172/1430997.
Goncalves, Andre R., Sales, Ana Paula, Ray, Priyadip, & Soper, Braden. NCI Pilot 3 - Synthetic Data Generation Report. United States. doi:10.2172/1430997.
Goncalves, Andre R., Sales, Ana Paula, Ray, Priyadip, and Soper, Braden. Thu . "NCI Pilot 3 - Synthetic Data Generation Report". United States. doi:10.2172/1430997. https://www.osti.gov/servlets/purl/1430997.
@article{osti_1430997,
title = {NCI Pilot 3 - Synthetic Data Generation Report},
author = {Goncalves, Andre R. and Sales, Ana Paula and Ray, Priyadip and Soper, Braden},
abstractNote = {Two methods have been implemented so far: Independent Marginals (IM) and Bayesian Network (BN). In the IM method, it simply estimates individual discrete probability distribution from the available real data for each variable, and then sample from them.},
doi = {10.2172/1430997},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Thu Mar 15 00:00:00 EDT 2018},
month = {Thu Mar 15 00:00:00 EDT 2018}
}

Technical Report:

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