Search Results - subject:"synthetic data"

Using partially synthetic microdata to protect sensitive cells in business statistics

Miranda, Javier; Vilhuber, Lars - 2016

Persistent link: https://www.econbiz.de/10011455403

A FIRST STEP TOWARDS A GERMAN SYNLBD: CONSTRUCTING A GERMAN LONGITUDINAL BUSINESS DATABASE

Drechsler, Jorg; Vilhuber, Lars - Census Bureau, Department of Commerce - 2014

One major criticism against the use of synthetic data has been that the efforts necessary to generate useful synthetic … been learned in the early years of synthetic data generation, and can be used in the development of new synthetic data … evaluate whether synthetic data algorithms developed in the U.S. to generate a synthetic version of the Longitudinal Business …

Persistent link: https://www.econbiz.de/10010859507

LOOKING BACK ON THREE YEARS OF USING THE SYNTHETIC LBD BETA

Miranda, Javier; Vilhuber, Lars - Census Bureau, Department of Commerce - 2014

risks is to release synthetic data where the establishment data are simulated from statistical models designed to mimic the …

Persistent link: https://www.econbiz.de/10010751766

A first step towards a German SynLBD : constructing a German longitudinal business database

Drechsler, Jörg; Vilhuber, Lars - 2014

Persistent link: https://www.econbiz.de/10010475535

Looking back on three years of using the synthetic LBD beta

Miranda, Javier; Vilhuber, Lars - 2014

Persistent link: https://www.econbiz.de/10010475544

A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods

Corrales, David Camilo; Corrales, Juan Carlos; … - In: International Journal of Agricultural and Environmental … 9 (2018) 2, pp. 32-52

This article describes how coffee rust has become a serious concern for many coffee farmers and manufacturers. The American Phytopathological Society discusses its importance saying this: “…the most economically important coffee disease in the world…” while “…in monetary value,...

Persistent link: https://www.econbiz.de/10012042788

Dynamically Consistent Noise Infusion and Partially Synthetic Data as Confidentiality Protection Measures for Related Time Series

Abowd, John M.; Gittings, Kaj; McKinney, Kevin L.; … - Census Bureau, Department of Commerce - 2012

is protected. Furthermore, we show how the judicious use of synthetic data, injected into the tabulation process, can …

Persistent link: https://www.econbiz.de/10010859508

Zero-Crossing Analysis and Information Divergence of Lévy Walks for Real-Time Feature Extraction

Gonzalez, Jesus David Terrazas; Kinsner, Witold - In: International Journal of Handheld Computing Research (IJHCR) 7 (2016) 4, pp. 41-59

A method, based on the Smirnov transform, for generating synthetic data with the statistical properties of Lévy …

Persistent link: https://www.econbiz.de/10012045165

Zero-Crossing Analysis of Lévy Walks and a DDoS Dataset for Real-Time Feature Extraction: Composite and Applied Signal Analysis for Strengthening the Internet-of-Things Against DDoS Attacks

Kinsner, Witold; Gonzalez, Jesus David Terrazas - In: International Journal of Software Science and … 8 (2016) 4, pp. 1-28

Smirnov transform, for generating synthetic data with the statistical properties of Lévy-walks is demonstrated. The Smirnov …

Persistent link: https://www.econbiz.de/10012048031

Measuring inequality using censored data: a multiple imputation approach

Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - 2009

To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...

Persistent link: https://www.econbiz.de/10010269337