ADAPTING THE TSE FRAMEWORK TO BIG DATA
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 ...
ADAPTING THE TSE FRAMEWORK TO BIG DATA - Oxford Academic
TOTAL ERROR IN A BIG DATA WORLD: ADAPTING. THE TSE FRAMEWORK TO BIG DATA. ASHLEY AMAYA*. PAUL P. BIEMER. DAVID KINYON. While Big Data offers a ...
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 expensive, ...
Total Survey Error: Adapting the Paradigm for Big Data
What is a total error framework? ▫ Identifies all major sources of error contributing to data and/or estimator inaccuracy. ▫ Describes the ...
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 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. https://doi.org/10.1093/jssam/smz056 ·. Journal: Journal of Survey Statistics and ...
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 ...
Amaya et al (2020) - TOTAL ERROR IN A BIG DATA WORLD ...
PDF de Amaya total error in big data world: adapting the tse framework to big data ashley paul biemer david kinyon while big data offers potentially less.
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 ...
Methodological Context and Communication on Data Quality
(2020). Total error in a big data world: Adapting the TSE framework to big data. Journal of Survey Statistics and Methodology, 8(1), 89–119 ...
Ashley Amaya - Google Scholar
Total error in a big data world: adapting the TSE framework to big data. A Amaya, PP Biemer, D Kinyon. Journal of Survey Statistics and Methodology 8 (1), 89- ...
presenting an error framework for metered data - e-Repositori UPF
than the ones of surveys and found Big Data sources presented in the TSE framework (Groves et ... Total Error in a Big Data World: Adapting the TSE. Framework to ...
Chapter 10 Data Quality and Inference Errors
This chapter provides, for the first time, a systematic way to think about the error framework in a big data setting. ... For survey data, the TSE framework ...
The Role of Surveys in the Era of “Big Data” - ResearchGate
cesses of tabulation, coding, data entry, and producing survey weights. When applying the general framework of TSE to Big Data we obtain the. Big Data Total ...
Augmenting business statistics information by combining traditional ...
... big data world: adapting the TSE framework to big data. J. Surv. Stat. Methodol. 8(1), 89–119 (2020). Article Google Scholar. Sen, I., Flöck ...
Quality framework for combining survey, administrative and big data ...
... framework applicable when survey, administrative data and big data are combined. ... Total error in a big data world: adapting the TSE framework ...
From the Total Survey Error Framework to an Error ... - YouTube
Comments · Explainable AI in Industry: Practical Challenges and Lessons Learned · Dr Olga Maslovskaya: What is Data Survey Quality? · CLARIN 2024 ...
Presenting an error framework for metered data
(2020) Total error in a big data world: adapting the TSE framework to big data. Journal of Survey Statistics and Methodology, 8, 89–119 ...