Nonparametric Density Estimation

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This book gives a rigorous, systematic treatment of density estimates, their construction, use and analysis with full proofs. It develops L1 theory, rather than

Probability for Machine Learning

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Probability is the bedrock of machine learning. You cannot develop a deep understanding and application of machine learning without it. Cut through the equation

Nonparametric Probability Density Estimation

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Nonparametric Econometrics

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A comprehensive, up-to-date textbook on nonparametric methods for students and researchers Until now, students and researchers in nonparametric and semiparametr

Multivariate Kernel Smoothing and Its Applications

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Kernel smoothing has greatly evolved since its inception to become an essential methodology in the data science tool kit for the 21st century. Its widespread ad