Browsing School of Science by Subject "Principal component analysis"

Now showing items 1-3 of 3

A comparison of the performance of three multivariate methods in investigating the effects of province and power usage on the amounts of five power modes in South Africa

Kanyama, Busanga Jerome (2011-06)

Researchers perform multivariate techniques MANOVA, discriminant analysis and factor analysis. The most common applications in social science are to identify and test the effects from the analysis. The use of this ...
Handling of multicollinearity problem in modelling non-performing loans in Africa's portfolio data

Molebatsi, Malebo Tshegofatso (2023-01-25)

Non-performing loans (NPLs) are detrimental to profits in the banking sector. Predicting the level of NPLs using macroeconomic variables is vital in order to build mitigating actions for such scenarios to safeguard the ...
Proposed statistical techniques for combining parameter estimates: a case of food production in sub-saharan Africa

Kanyama, Busanga Jerome (2022-02)

The underperforming agricultural sector in Sub-Saharan Africa (SSA) has left African countries with insufficient food production in the face of challenges related to climate change, diseases and increasing population ...

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