Statistical inference and machine le...
Alvo, Mayer.

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  • Statistical inference and machine learning for big data
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Statistical inference and machine learning for big data/ by Mayer Alvo.
    作者: Alvo, Mayer.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: xxiv, 431 p. :ill., digital ;24 cm.
    內容註: I. Introduction to Big Data -- Examples of Big Data -- II. Statistical Inference for Big Data -- Basic Concepts in Probability -- Basic Concepts in Statistics -- Multivariate Methods -- Nonparametric Statistics -- Exponential Tilting and its Applications -- Counting Data Analysis -- Time Series Methods -- Estimating Equations -- Symbolic Data Analysis -- III Machine Learning for Big Data -- Tools for Machine Learning -- Neural Networks -- IV Computational Methods for Statistical Inference -- Bayesian Computation Methods.
    Contained By: Springer Nature eBook
    標題: Big data. -
    電子資源: https://doi.org/10.1007/978-3-031-06784-6
    ISBN: 9783031067846
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