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Estimation and Prediction in Transformed...

Sugasawa, Shonosuke...

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Estimation and Prediction in Transformed Nested Error Regression Models by Sugasawa, Shonosuke ( Author )

Content Provider	Lemonjar Open Access
Publisher	Australian National University
Publication Date	06-09-2023
Summary	This paper suggests parametrically transformed nested error regression models (TNERM), which transform the data flexibly to follow the normal linear mixed regression. We provide a procedure for estimating consistently the parameters of the proposed model and a predictor based on the consistent estimators. Then, in order to calibrate uncertainty of the transformed empirical best linear unbiased predictor, we derive prediction intervals with second-order accuracy based on the parametric bootstrap method. The proposed methods are investigated through simulation and empirical studies.
ISBN	-
Item Type	Article
File Type	pdf
File Size	29.34 KB
Language	English
Subjects	-
Unlimited	MYR 0.01
Total read	-
URL	http://arxiv.org/abs/1410.8269

Citation

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AMA 11th EditionReferences

Sugasawa, Shonosuke. Estimation and Prediction in Transformed Nested Error Regression Models. Australian National University. September 06, 2023. Accessed September 24, 2024. https://online.provdatabase.com/cite/23779

APA 7th EditionReferences

Sugasawa, Shonosuke. (2023). Estimation and Prediction in Transformed Nested Error Regression Models. Australian National University. https://online.provdatabase.com/cite/23779

Chicago 17th EditionReferences

Sugasawa, Shonosuke. Estimation and Prediction in Transformed Nested Error Regression Models. Australian National University. 2023. https://online.provdatabase.com/cite/23779

HarvardReferences

Sugasawa, Shonosuke. (2023). Estimation and Prediction in Transformed Nested Error Regression Models. [Online]. Australian National University. Available from: https://online.provdatabase.com/cite/23779. (Accessed 24 September 2024).

Harvard AustraliaReferences

Sugasawa, Shonosuke, 2023, Estimation and Prediction in Transformed Nested Error Regression Models, Australian National University, viewed 24 September 2024, <https://online.provdatabase.com/cite/23779>

MLA 9th EditionWorks Cited

Sugasawa, Shonosuke. Estimation and Prediction in Transformed Nested Error Regression Models. Australian National University, 2023. PROV Database, https://online.provdatabase.com/cite/23779.

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