Analysis for heteroscedastic crossed unbalanced random effects model using pigeonhole bootstrap
Date of Publication
2008
Document Type
Bachelor's Thesis
Degree Name
Bachelor of Science in Statistics Major in Actuarial Science
Subject Categories
Physical Sciences and Mathematics
College
College of Science
Department/Unit
Mathematics and Statistics
Thesis Adviser
Arturo Y. Pacificador, Jr.
Defense Panel Chair
Frumencio F. Co
Defense Panel Member
Shirlee R. Ocampo
Regina M. Tresvalles
Abstract/Summary
This thesis is an exposition of the article The Pigeonhole Bootstrap , by Art B. Owen from the journal The Annals of Applied Statistics (2007) vol. 1 no. 2 which talks about heteroscedastic crossed unbalanced random effects model.
The problems in analysis of heteroscedastic crossed unbalanced random effects model are some of the parameters are unestimable. The use bootstrap is appropriate in the analysis of heteroscedastic crossed unbalanced random effects model. The Naive bootstrap fails because of inconsistency and biasness of estimators. Another method is the pigeonhole bootstrap which satisfies mean consistency.
The pigeonhole bootstrap is applied to a sample of DLSU students versus television programs selected by the researcher and a sample of Pangasinan residents versus the same television programs. The researcher compared those data based on the preferred television shows of the respondents. The result is that culture and living status affect the preferred programs of the people of the sampled respondents.
Abstract Format
html
Language
English
Format
Accession Number
TU15427
Shelf Location
Archives, The Learning Commons, 12F, Henry Sy Sr. Hall
Physical Description
vii, 129 p. ; ill. (some col.) ; 28 cm.
Keywords
Analysis of variance; Experimental design
Recommended Citation
Dizon, V. S. (2008). Analysis for heteroscedastic crossed unbalanced random effects model using pigeonhole bootstrap. Retrieved from https://animorepository.dlsu.edu.ph/etd_bachelors/2299