Shrinkage of multiple correlation in National Common Entrance Examination Scores

109p

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Glavni autor: Atanda, Salawu Alao
Format: Disertacija
Jezik:engleski
Izdano: Obafemi Awolowo University, Ile Ife, Nigeria 2023
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Online pristup:https://ir.oauife.edu.ng/123456789/5201
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author Atanda, Salawu Alao
author_facet Atanda, Salawu Alao
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publisher Obafemi Awolowo University, Ile Ife, Nigeria
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spelling oai:ir.oauife.edu.ng:123456789-52012023-05-13T18:10:51Z Shrinkage of multiple correlation in National Common Entrance Examination Scores Atanda, Salawu Alao Education Academic Federal Government Colleges National Common Entrance Examination (NCEE) Quantitative Aptitude tests Correlation 109p The study examined the stability of predictive validities obtained by Ojerinde (1974) on the prediction of academic success from the National Common Entrance Examination (NCEE) scores. A sample of 266 candidates collected from three Federal Government Colleges was used, The data collected included the scopes obtained by each candidate on Arithmetic, English, Verbal and Quantitative Aptitude tests in the NCEE. The criterion variables were grades on Mathematics, English and a composite of the best six school certificate papers. The major hypothesis tested was that there would be no significant shrinkage of multiple correlation between the observed and the predicted criterion scores, Multiple regression and Ftest were used to analyse the data. In the prediction of Mathematics and English Language each from Arithmetic, English, Verbal and Quantitative Aptitude tests, the shrinkage of multiple correlation was not significant at p< 0.05 level. The shrinkage of multiple correlation in predicting overall performance in school certificate examination using the same predictor variables was significant at p< 005 level, However, there was no significant shrinkage of multiple correlation in the prediction of 11 performance from combination of Arithmetic quantitative Aptitude test on one hand and English and Verbal Aptitude test on the other hand at p<0.05 level. The study further found that there was a significant relationship between the predicted and observed criterion scores at p <0.05 level. There was no orthogonality among the predictors and no stability in the regression weights from sample to sample. It was concluded that it would be erroneous to transfer the predictive validities established on a sample to another similar sample without cross-validation. 2023-05-13T16:19:46Z 2023-05-13T16:19:46Z 1985 Thesis https://ir.oauife.edu.ng/123456789/5201 en application/pdf Obafemi Awolowo University, Ile Ife, Nigeria
spellingShingle Education
Academic
Federal Government Colleges
National Common Entrance Examination (NCEE)
Quantitative Aptitude tests
Correlation
Atanda, Salawu Alao
Shrinkage of multiple correlation in National Common Entrance Examination Scores
title Shrinkage of multiple correlation in National Common Entrance Examination Scores
title_full Shrinkage of multiple correlation in National Common Entrance Examination Scores
title_fullStr Shrinkage of multiple correlation in National Common Entrance Examination Scores
title_full_unstemmed Shrinkage of multiple correlation in National Common Entrance Examination Scores
title_short Shrinkage of multiple correlation in National Common Entrance Examination Scores
title_sort shrinkage of multiple correlation in national common entrance examination scores
topic Education
Academic
Federal Government Colleges
National Common Entrance Examination (NCEE)
Quantitative Aptitude tests
Correlation
url https://ir.oauife.edu.ng/123456789/5201
work_keys_str_mv AT atandasalawualao shrinkageofmultiplecorrelationinnationalcommonentranceexaminationscores