Functional and high-dimensional stat...
Aneiros, German.

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  • Functional and high-dimensional statistics and related fields
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Functional and high-dimensional statistics and related fields/ edited by German Aneiros ... [et al.].
    其他作者: Aneiros, German.
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: xxii, 254 p. :ill., digital ;24 cm.
    內容註: Preface -- List of Contributors -- 1 An introduction to the (postponed) 5th edition of the International Workshop on Functional and Operatorial Statistics -- 2 Analysis of Telecom Italia Mobile Phone Data by Space-time Regression with Differential Regularization -- 3 Some Numerical Test on the Convergence Rates of Regression with Differential Regularization -- 4 Learning with Signatures -- 5 About the Complexity Function in Small-ball Probability Factorization -- 6 Principal Components Analysis of a Cyclostationary Random Function -- 7 Level Set and Density Estimation on Manifolds -- 8 Pseudo-metrics as Interesting Tool in Nonparametric Functional Regression -- 9 Testing a Specification Form in Single Functional Index Model -- 10 A New Method for Ordering Functional Data and its Application to Diagnostic Test -- 11 A Functional Data Analysis Approach to the Estimation of Densities over Complex Regions -- 12 A Conformal Approach for Distribution-free Prediction of Functional Data -- 13 G-Lasso Network Analysis for Functional Data -- 14 Modelling Functional Data with High-dimensional Error Structure -- 15 Goodness-of-fit Tests for Functional Linear Models Based on Integrated Projections -- 16 From High-dimensional to Functional Data: Stringing Via Manifold Learning -- 17 Functional Two-sample Tests Based on Empirical Characteristic Functionals -- 18 Some Remarks on the Nelson-Siegel Model -- 19 Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data -- 20 On Robust Training of Regression Neural Networks -- 21 Simultaneous Inference for Function-valued Parameters: a Fast and Fair Approach -- 22 Single Functional Index Model under Responses MAR and Dependent Observations -- 23 O2S2 for the Geodata Deluge -- 24 Riemannian Distances between Covariance Operators and Gaussian Processes -- 25 Depth in Infinite-dimensional Spaces -- 26 Variable Selection in Semiparametric Bi-functional Models -- 27 Local Inference for Functional Data Controlling the Functional False Discovery Rate -- 28 Optimum Scale Selection for 3D Point Cloud Classification through Distance Correlation -- 29 Generalized Functional Partially Linear Single-index Models -- 30 Functional Outlier Detection through Probabilistic Modelling -- 31 Topological Object Data Analysis Methods with an Application to Medical Imaging -- 32 Distribution-free Pointwise Adjusted %-values for Functional Hypotheses -- Authors Index.
    Contained By: Springer eBooks
    標題: Mathematical statistics - Congresses. -
    電子資源: https://doi.org/10.1007/978-3-030-47756-1
    ISBN: 9783030477561
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W9394841 電子資源 11.線上閱覽_V 電子書 EB QA276.A1 F863 2020 一般使用(Normal) 在架 0
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