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MicroData Instrument Inc synthetic acs microdata
Synthetic Acs Microdata, supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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synthetic acs microdata - by Bioz Stars, 2026-10
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Article Title: Multiply-Imputed Synthetic Data: Advice to the Imputer
Article Snippet: The task for multiplyimputed synthetic microdata is to create m . 1 synthetic microdata sets (denoted Zð1Þsyn; : : : ; Z ðmÞ syn) for release instead of Z, where each Z ðl Þ synðl 1⁄4 1; : : : ;mÞ consists of X and Unauthenticated Download Date | 3/23/18 11:57 PM synthetic (i.e., imputed) values for nsyn units in the excluded part of the population, that is, nsyn rows of Yexc.

Article Title: The shortcomings of synthetic census microdata.
Article Snippet: L. Reynolds, J. Vink, “Synthetic ACS Microdata:Considerations for the Census Bureau and Stakeholders” in Presented at 2023 ACS Data Users Conference, May 16, 2023.

Article Title: Multiply-Imputed Synthetic Data: Advice to the Imputer
Article Snippet: “Significance Tests for Multi-Component Estimands from Multiply Imputed, Synthetic Microdata.” Journal of Statistical Planning and Inference 131: 365–377.

Article Title: Privacy-preserving data platform
Article Snippet: The model outputs synthesized data (e.g., k-synthetic microdata file), returns the synthetic data columns to their original order, shuffles rows, and outputs the data (e.g., perhaps to a CSV file).

Article Title: Epidemiologically-informed cumulative risk hypertension models simulating the impact of changes in metal, organochlorine, and non-chemical exposures in an environmental justice community
Article Snippet: Although these models were developed to rely principally on data that could be obtained from public databases, additional steps were needed to align the NHANES predictor variables with covariates from the synthetic microdata, which utilized ACS 2006-2010, BRFSS 2006-2010 and Census 2010.

Derivative Assay:

Article Title: Assessing the role of financing in sustainable business environment.
Article Snippet: Speedy economy-wide transition to less carbon-intensive energy generations sources needs extra sizable financing on groundbreaking, nevertheless, risky and less carbon-intensive generation sources.. Maximizing the maximum non-government financing needs using the appropriate policy tools, however, fiscal strategies and directives have been thoroughly studied, systematic quantifiable indications about the impacts of government explicit financing is inadequate.. We equally give an initial measurable calculation of the impact of government explicit financing on non-government financing into conventional electricity generation sources for 22 OECD nations in the year 2001–2018.

Article Title: Privacy-preserving data platform
Article Snippet: .. As described herein, an initial interface template is provided for privacy-preserving analysis of synthetic microdata or so-called “synthesized data,” which is supported by aggregate data derived from the sensitive dataset (i.e. the so-called “microdata”). ..

Modification:

Article Title: Assessing the role of financing in sustainable business environment.
Article Snippet: Speedy economy-wide transition to less carbon-intensive energy generations sources needs extra sizable financing on groundbreaking, nevertheless, risky and less carbon-intensive generation sources.. Maximizing the maximum non-government financing needs using the appropriate policy tools, however, fiscal strategies and directives have been thoroughly studied, systematic quantifiable indications about the impacts of government explicit financing is inadequate.. We equally give an initial measurable calculation of the impact of government explicit financing on non-government financing into conventional electricity generation sources for 22 OECD nations in the year 2001–2018.

Sampling:

Article Title: Modeling the impact of exposure reductions using multi-stressor epidemiology, exposure models and synthetic microdata: an application to birthweight in two environmental justice communities
Article Snippet: .. Constrained sampling of representative individual data from large geographic areas can generate synthetic population microdata in smaller geographic units that match aggregated unit-level data-tables [ ]. ..

Synthesized:

Article Title: Privacy-preserving data platform
Article Snippet: .. As described herein, an initial interface template is provided for privacy-preserving analysis of synthetic microdata or so-called “synthesized data,” which is supported by aggregate data derived from the sensitive dataset (i.e. the so-called “microdata”). ..



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The Distribution of Cosine Similarity between Synthetic Population and the American Community Survey Public Use Microdata Sample (ACS PUMS) for the 2462 Public Use Microdata Areas (PUMA).

Journal: Scientific Data

Article Title: A Large-Scale Geographically Explicit Synthetic Population with Social Networks for the United States

doi: 10.1038/s41597-024-03970-1

Figure Lengend Snippet: The Distribution of Cosine Similarity between Synthetic Population and the American Community Survey Public Use Microdata Sample (ACS PUMS) for the 2462 Public Use Microdata Areas (PUMA).

Article Snippet: After comparing our synthetic population to the input census data (i.e., in tract level), we also conducted two external validation experiments by utilizing the American Community Survey Public Use Microdata Sample (ACS PUMS) and the census data at the block group level.

Techniques: