Titlebook: Statistical Inference and Machine Learning for Big Data; Mayer Alvo Book 2022 The Editor(s) (if applicable) and The Author(s), under exclu

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Symbolic Data Analysis. nowadays are available in the Internet, in businesses, and in government databases, among others, all the while challenging the capacity of computers.

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Tools for Machine LearningIn this section we shall describe one of the cornerstones of modern machine learning, namely, the .. It was first introduced over 100 years ago as a statistical method for discovering the existence and extent of the relationships between a . variable and several . variables also called ..

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Mayer AlvoIntroduces a comprehensive collection of topics in modern statistical areas.Presents applications to topics in genetics and environmental science.Suitable for upper undergraduate and graduate students