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Browse Graduate Dissertations and Theses at Illinois by Contributor "Ma, Ping"
Now showing items 1-4 of 4
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(2010-08-31)The last decade has seen an explosion of data arising from the development and proliferation of high-throughput data gathering and analysis pipelines. In order to transform this data into useful hypotheses and conclusions, ...
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(2013-05-24)The current parameterization and algorithm used to fit a smoothing spline analysis of variance (SSANOVA) model are computationally expensive, making a generalized additive model (GAM) the preferred method for multivariate ...
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(2012-06-27)A number of crucial decisions face the plant breeder in developing improved cultivars. Because of the impact and modern complexity of these decisions, computer simulation based on effective models can be an important ...
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(2014-09-16)This thesis explores various methods for analyzing data generated using the next-generation sequencing technology, RNA-Seq. Two methods are developed which attempt to accurately calculate RNA expression, the first using a ...
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Now showing items 1-4 of 4