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  • Search: subject:"Data-driven transformations"
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Year of publication
Subject
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poverty mapping 4 small area estimation 3 Armutsabbildung 2 Data-driven transformations 2 Estimation theory 2 MSE estimation 2 Schätztheorie 2 Small-Area-Schätzung 2 data-driven transformations 2 datengetriebene Transformationen 2 generalized regression models 2 linear mixed regression model 2 maximum likelihood theory 2 verallgemeinerte Regressionsmodelle 2 Armut 1 Linear regression 1 Lineare Regression 1 Maximum likelihood estimation 1 Maximum-Likelihood-Schätzung 1 Poverty 1 Regression analysis 1 Regressionsanalyse 1 Small area estimation 1 Statistical method 1 Statistical theory 1 Statistische Methode 1 Statistische Methodenlehre 1
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Online availability
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Free 4
Type of publication
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Article 2 Book / Working Paper 2
Type of publication (narrower categories)
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Working Paper 2 Arbeitspapier 1 Article 1 Article in journal 1 Aufsatz in Zeitschrift 1 Graue Literatur 1 Non-commercial literature 1
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Language
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English 4
Author
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Rojas-Perilla, Natalia 4 Pannier, Sören 2 Schmid, Timo 2 Tzavidis, Nikos 2
Published in...
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Discussion paper 1 Diskussionsbeiträge 1 WISTA – Wirtschaft und Statistik 1 Wirtschaft und Statistik : WISTA 1
Source
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ECONIS (ZBW) 2 EconStor 2
Showing 1 - 4 of 4
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The Use of Data-driven Transformations and Their Applicability in Small Area Estimation
Rojas-Perilla, Natalia - In: WISTA – Wirtschaft und Statistik 73 (2021) 1, pp. 59-66
In general, researchers have been using data transformations as a go-to tool to assist scientific work under the classical and linear mixed regression models instead of developing new theories, applying complex methods or extending software functions. However, transformations are often...
Persistent link: https://www.econbiz.de/10012434941
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The use of data-driven transformations and their applicability in small area estimation
Rojas-Perilla, Natalia - In: Wirtschaft und Statistik : WISTA (2021) 1, pp. 59-66
Im Allgemeinen nutzen Forscherinnen und Forscher Daten-Transformationen als Hilfsmittel für die wissenschaftliche Arbeit unter den klassischen und linearen gemischten Regressionsmodellen, anstatt neue Theorien zu entwickeln, komplexe Methoden anzuwenden oder Softwarefunktionen zu erweitern....
Persistent link: https://www.econbiz.de/10012433536
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Data-driven transformations in small area estimation
Rojas-Perilla, Natalia; Pannier, Sören; Schmid, Timo; … - 2017
simulation studies and the results from the application show that using carefully selected, data driven transformations can …
Persistent link: https://www.econbiz.de/10011762660
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Cover Image
Data-driven transformations in small area estimation
Rojas-Perilla, Natalia; Pannier, Sören; Schmid, Timo; … - 2017
simulation studies and the results from the application show that using carefully selected, data driven transformations can …
Persistent link: https://www.econbiz.de/10011762598
Saved in:
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