Browsing School of Pure and Applied Sciences by Subject "Nonparametric"

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    • Classification of Stateless People through a Robust Nonparametric Kernel Discriminant Function 

      Obudho, Macdonald G.; Orwa, George O.; Otieno, Romanus Odhiambo; Were, Festus A. (Scientific Research Publishing, 2022-10-11)
      Statelessness is the absence of any Nationality. These include the Pemba, Shona, Galjeel, people of Burundi and Rwanda descent, and children born in Kenya to British Overseas Citizens after 1983. Frequently, they are not ...

    • Robust Classification through a Nonparametric Kernel Discriminant Analysis 

      Obudho, Macdonald G; Orwa, George O; Otieno, Romanus Odhiambo; Were, Festus A (Scientific Research Publishing, 2022-08-10)
      The problem of classification in situations where the assumption of normality in the data is violated, and there are non-linear clustered structures in the dataset is addressed. A robust nonparametric kernel discriminant ...