Blar i Doctoral theses (KBM) på forfatter "Sæbø, Solve"
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Exploration of multi-response multivariate methods
Rimal, Raju (PhD Thesis;2019:76, Doctoral thesis, 2019)A linear regression model defines a linear relationship between two or more random variables. The random variables that depend on other random variables are often called response variables and the independent random variables ... -
Knowledge-based methods handling complex dependency structures : applications to gene expression data
Dørum, Guro (PhD Thesis;2011:46, Doctoral thesis, 2011)Microarray gene expression data are usually associated with a large number of correlated variables measured on few samples. This type of data typically contain high levels of noise, and the biological signals may be difficult ... -
Linear multiresponse models : theoretical developments and applications in porcine
Gangsei, Lars Erik (PhD Thesis;2016:34, Doctoral thesis, 2018-05-03)The main topic of this PhD–thesis is how to minimize the prediction error for multi–response linear regression models. Two different applications are analysed, (i) bivariate response with missing data and (ii) image analysis ... -
Multi-block methods for investigating consumer acceptance of food
Menichelli, Elena (PhD Thesis;2013:67, Doctoral thesis, 2013)Today's researchers easily gather large amounts of data of different origin and type. In sensory and consumer studies the objective is the collection of data to better understand consumer behavior in the market. Statistical ... -
Multivariate analysis as a tool for understanding and reducing complexity of mathematical models in systems biology
Isaeva, Julia (PhD Thesis;2011:34, Doctoral thesis, 2011)In the area of systems biology, technologies develop very fast, which allows us to collect massive amounts of various data. The main interest of scientists is to receive an insight into the obtained data sets and discover ...