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Correlation coefficients and their field of application
Rudžík, Matej ; Popela, Pavel (referee) ; Žák, Libor (advisor)
This bachelor’s thesis deals with different types of correlation coefficients and their properties depending on the data layout. The theoretical part of this work contains definitions of various types of correlation coefficients and tests related with this issue. The practical part compares the behaviour of parametric and nonparametric correlation coefficients in different situations. This comparison is realised in program MATLAB.
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Microarray Data Analysis
Vogel, Ivan ; Smrž, Pavel (referee) ; Šilhavá, Jana (advisor)
The aim of this bachelor thesis is to describe the DNA microarray technology. Several analytical algorithms are discussed. It describes closely the clustering methods, especially several hierarchical clustering modifications. It gives a summary of available commercial and uncommercial software for microarray analysis. The thesis describes own implementation design of hierarchical methods. At the end, results are compared with similar uncommercial software.
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Correlation coefficients and their field of application
Rudžík, Matej ; Popela, Pavel (referee) ; Žák, Libor (advisor)
This bachelor’s thesis deals with different types of correlation coefficients and their properties depending on the data layout. The theoretical part of this work contains definitions of various types of correlation coefficients and tests related with this issue. The practical part compares the behaviour of parametric and nonparametric correlation coefficients in different situations. This comparison is realised in program MATLAB.
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|
|
Microarray Data Analysis
Vogel, Ivan ; Smrž, Pavel (referee) ; Šilhavá, Jana (advisor)
The aim of this bachelor thesis is to describe the DNA microarray technology. Several analytical algorithms are discussed. It describes closely the clustering methods, especially several hierarchical clustering modifications. It gives a summary of available commercial and uncommercial software for microarray analysis. The thesis describes own implementation design of hierarchical methods. At the end, results are compared with similar uncommercial software.
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