Search for dissertations about: "linear regression"
Showing result 6 - 10 of 482 swedish dissertations containing the words linear regression.
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6. Optimal Segmentation of Linear Regression Parameters
Abstract : The problem of detecting multiple changes in the dynamical properties of a measured signal, which we call segmentation, is studied. A Bayesian model-based approach is used. The signal is supposed to be described by a linear regression. The posterior distribution for the change instants is first derived for a quite general signal model. READ MORE
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7. A regression approach for assessment of building energy performance
Abstract : Reliable evaluation methods is needed to ensure that investments in energy conservation measures (ECMs) and the construction of new energy efficient buildings lives up to the promised and expected performance.This thesis presents and evaluates a regression method for estimation of influential building parameters: transmission losses above ground (including air leakage), ground heat loss, and overall heat loss coefficient. READ MORE
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8. Bayesian Sequential Inference for Dynamic Regression Models
Abstract : Many processes evolve over time and statistical models need to be adaptive to change. This thesis proposes flexible models and statistical methods for inference about a data generating process that varies over time. The models considered are quite general dynamic predictive models with parameters linked to a set of covariates via link functions. READ MORE
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9. Latent variable based computational methods for applications in life sciences : Analysis and integration of omics data sets
Abstract : With the increasing availability of high-throughput systems for parallel monitoring of multiple variables, e.g. levels of large numbers of transcripts in functional genomics experiments, massive amounts of data are being collected even from single experiments. READ MORE
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10. Tests of random effects in linear and non-linear models
Abstract : .... READ MORE