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Comparison of crisp and fuzzy classification trees using gini index impurity measure on simulated data 

Muchai, Eunice; Odongo, Leo (European Scientific Institute, 2015-02-09)
Crisp classification trees have been used to model many situations such as disease classification. With the introduction of fuzzy theory, fuzzy classification trees are gaining popularity especially in data mining. ...
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Mixture Regression Estimators Using Multi-Auxiliary Variables and Attributes in Two-Phase Sampling 

Kung’u, John; Chumba, Grace; Odongo, Leo (Scientific Research Publishing, 2014)
In this paper, we have developed estimators of finite population mean using Mixture Regression estimators using multi-auxiliary variables and attributes in two-phase sampling and investigated its finite sample properties ...
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Maximum Likelihood Estimation of Parameters for Poisson-exponential Distribution Under Progressive Type I Interval Censoring 

Situma, Peter Tumwa; Odongo, Leo (Science Publishing Group, 2020)
This paper considers the problem of estimating the parameters of Poisson-Exponential (PE) distribution under progressive type-I interval censoring scheme. PE is a two-parameter lifetime distribution having an increasing ...
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Ratio-cum-product estimator using multiple auxiliary attributes in two-phase sampling 

Kung’u, John; Odongo, Leo (Scientific Research Publishing, 2014)
In this paper, we have proposed three classes of ratio-cum-product estimators for estimating population mean of study variable for two-phase sampling using multi-auxiliary attributes for full information, partial information ...
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Ratio-Cum-Product Estimator using Multiple Auxiliary Attributes in Single Phase Sampling 

Kung’u, John; Odongo, Leo (Scientific Research Publishing, 2014-06)
In this paper, we have proposed a class of ratio-cum-product estimator for estimating population mean of study variable for single phase sampling using multi-auxiliary attributes. The expressions for mean square error ...

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Author
Odongo, Leo (5)
Kung’u, John (3)Chumba, Grace (1)Muchai, Eunice (1)Situma, Peter Tumwa (1)SubjectMultiple Auxiliary Attributes (3)Bi-Serial Correlation Coefficient (2)Ratio-Cum-Product Estimator (2)Crisp classification tree, Fuzzy classification tree, Gini index, Fuzzy decision points, Crisp decision points (1)EM Algorithm (1)Maximum Likelihood Estimation (1)Multiple Auxiliary Variables (1)Poisson-exponential (1)Progressive Type I Interval Censoring (1)Regression Estimator (1)... View MoreDate Issued2020 (1)2015 (1)2014 (3)

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