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STATISTICAL MODELING TO ANALYZE LARGE DATA ARRAYS
STATISTICAL MODELING TO ANALYZE LARGE DATA ARRAYS
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机译:统计建模以分析大型数据阵列
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摘要
A method for analyzing large data arrays is provided. In one aspect, the invention provides a method for analysing data from two or more data arrays. Each array includes a plurality of members, each member provides a signal, and the data is indexed by one or more parameters. In one embodiment, the method includes fitting a model to the data; determining the goodness of the fit by evaluating the statistical significance of the fit; and determining the statistical significance of the signal. In another embodiment, the method further includes correcting the data for heterogeneity among members prior to fitting the model to the data.
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