- Total Error in a Big Data World🔍
- Total error in a big data world🔍
- Total Survey Error🔍
- Using Designed Data to Correct for Errors in Big Data🔍
- ADAPTING THE TSE FRAMEWORK TO BIG DATA🔍
- A Total Error Framework for Digital Data🔍
- Error Analysis for Hybrid Estimates that use Big Data🔍
- Error analysis for hybrid estimates of proportions using big data🔍
Total Error in a Big Data World
Total Error in a Big Data World: Adapting the TSE Framework to Big ...
In this article, we seek to develop the Total Error Framework (TEF), an extension of the TSE framework, to be (1) more inclusive and applicable to many types ...
Total error in a big data world: Adapting the TSE framework to big data
The AAPOR Task Force on Big Data and others have called for researchers to evaluate the quality of Big Data using an approach similar to the total survey error ...
Total Error in a Big Data World: Adapting the TSE Framework to Big ...
Download Citation | Total Error in a Big Data World: Adapting the TSE Framework to Big Data | While Big Data offers a potentially less ...
Total Error in a Big Data World: Adapting the TSE Framework to Big ...
The Total Error Framework (TEF) is developed, an extension of the TSE framework, to be more inclusive and applicable to many types of Big ...
Total Error in a Big Data World: Adapting the TSE Framework to Big ...
Sampling error ; Inadequate sample sizes for analyses of subdomains or nonkey variables to detect significant differences ; Large probability samples of the full ...
Total Survey Error: Adapting the Paradigm for Big Data
RTI International. University of North Carolina. Page 2. Acknowledgements. ▫ Phil Cooley, RTI. ▫ Alan Blatecky, RTI. 2. Page 3. Why is a 'total error' framework ...
Total Error Framework for Big Data. 7. Source: Total Error in a Big Data World: Adapting the TSE Framework to Big Data (Amaya, Biemer & Kinyon, 2020). Coverage.
ADAPTING THE TSE FRAMEWORK TO BIG DATA - EBSCOhost
Data Process. Total Error in a Big Data World. 93. Downloaded from https://academic.oup.com/jssam/ ...
Total Error in a Big Data World: Adapting the TSE Framework ... - OUCI
Total Error in a Big Data World: Adapting the TSE Framework to Big Data · Abstract · List of references · Publications that cite this publication.
Total Error in a Big Data World: Adapting the TSE Framework to Big ...
The AAPOR Task Force on Big Data and others have called for researchers to evaluate the quality of Big Data using an approach similar to the total survey error ...
A Total Error Framework for Digital Data | ISI
In our framework we describe steps taken when statistics are produced based on digital data and error sources associated with each step. Blending digital data ...
Error Analysis for Hybrid Estimates that use Big Data - ISI
There have been some recent approaches to describe Total Error for Big Data (see Amaya et ... Total Error in a Big data World. Adapting the TSE. Framework to Big ...
Error analysis for hybrid estimates of proportions using big data
Total Error is a similar concept to Total Survey Error but recognises that the term 'survey' is misleading in the case of big data. Furthermore, ...
Total Error Frameworks for Found Data - Wiley Online Library
The survey world is relying more heavily on “found” data for ... the error sources and the error-generating processes that affect Big Data.
Big data: Some statistical issues - PMC - PubMed Central
Most although not all relatively standard statistical procedures produce, after due precaution against anomalies, estimates with standard errors inversely ...
A Total Error Framework for Digital Traces of Human Behavior on ...
Total error in a big data world: Adapting the tse framework to big data. Journal of. Survey Statistics and Methodology 8(1):89–119. An, J., and Weber, I ...
Total Error Frameworks for Found Data - Wiley Online Library
The chapter provides an error framework for evaluating the quality of the integrated dataset itself. It also focuses on a related error ...
Total Twitter Error: Decomposing Public Opinion Measurement on ...
... While these are valid and important comments from the authors, they do not systematically examine each error component or its application to Big Data. Hsieh ...
An Empirical Total Survey Error Decomposition Using Data ...
We find that total survey error is large and varies in its size and composition, but measurement error is always by far the largest source of ...
From the Total Survey Error Framework to an Error ... - YouTube
From the Total Survey Error Framework to an Error Framework for Digital Traces of Humans Presented by Indira Sen and Fabian Flöck; ...