Big and Complex Data Analysis: Methodologies and Applications by S. Ejaz Ahmed (
155,29 €
Examples include epigenomic data, genomic data, proteomic data, high-resolution image data, high-frequency financial data, functional and longitudinal data, and network data. Simultaneous variable selection and estimation is one of the key statistical problems involved in analyzing such big and complex data.
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