A logistic regression model to predict the Pahinungod voluntarism of the University of the Philippines Mindanao undergraduate students / Mae Anne J. Sayson
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TextLanguage: English Publication details: 2001Description: 58 leavesSubject(s): Dissertation note: Thesis (BS Applied Mathematics) -- University of the Philippines Mindanao, 2001 Summary: The study aimed to develop a logistic regression model of the decision of the undergraduate students of the University of the Philippines Mindanao to volunteer for Ugnayan ng Pahinungod/Oblation Corps Mindanao. Experimental, statistical and numerical theories were the basis of the study. The model fitting and testing the goodness-of-fit were done with the use of a statistical software package, SPSS for Windows. The study was basically an experiment, which started with the exploration of the system of the UP/OC. Modeling came in with the development of the methods for data collection, the organization and coding of data, and the estimation of regression coefficients using likelihood-ratio test. Logistic regression was used for analysis. The obtained logistic regression model was: Y = 42.197 + 97.842X29j +69.833X30j +121.561X31j -53.224X3j -76.471X4j -34.991X5j -20.721X15j -31.656X16j -21.882X36j where X29j =psychological reason, X30j =economic reason, X31j = both economic and psychological, X3j =top 5, X4j =top 10, X5j =top 20, X15j =academic college affiliation, X16j =talent oriented affiliation, X36j = student assistant experience. Based on Hosmer and Lemeshow goodness-of-fit test, the model prediction did not significantly differ from the observed. It had 98.4% overall correctness in predicting
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Thesis
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University Library Theses | Room-Use Only | LG993.5 2001 A64 S39 (Browse shelf(Opens below)) | Available | 3UPML00010959 | |
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Thesis
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University Library | LG993.5 2001 A64 S39 (Browse shelf(Opens below)) | Preservation Copy | 3UPML00020909 |
Thesis (BS Applied Mathematics) -- University of the Philippines Mindanao, 2001
The study aimed to develop a logistic regression model of the decision of the undergraduate students of the University of the Philippines Mindanao to volunteer for Ugnayan ng Pahinungod/Oblation Corps Mindanao. Experimental, statistical and numerical theories were the basis of the study. The model fitting and testing the goodness-of-fit were done with the use of a statistical software package, SPSS for Windows. The study was basically an experiment, which started with the exploration of the system of the UP/OC. Modeling came in with the development of the methods for data collection, the organization and coding of data, and the estimation of regression coefficients using likelihood-ratio test. Logistic regression was used for analysis. The obtained logistic regression model was: Y = 42.197 + 97.842X29j +69.833X30j +121.561X31j -53.224X3j -76.471X4j -34.991X5j -20.721X15j -31.656X16j -21.882X36j where X29j =psychological reason, X30j =economic reason, X31j = both economic and psychological, X3j =top 5, X4j =top 10, X5j =top 20, X15j =academic college affiliation, X16j =talent oriented affiliation, X36j = student assistant experience. Based on Hosmer and Lemeshow goodness-of-fit test, the model prediction did not significantly differ from the observed. It had 98.4% overall correctness in predicting
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