{"product_id":"stochastic-models-statistics-and-their-applications-9783031960147","title":"Stochastic Models Statistics and Their Applications","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e- \u003cstrong\u003ePart I: Stochastics and Statistical Theory\u003c\/strong\u003e.- Strong Gaussian Approximations with Random Multipliers.- Selection of Parametric Copula Models in the Approximation of Copulas using Cramér-von Mises Divergence.- Multivariate Dependence Based on Diagonal Sections: Spearman’s Footrule and Related Measures.- Proportional Asymptotics of Piecewise Exponential Proportional Hazards Models.- On the Choice of the Two Tuning Parameters for Nonparametric Estimation of an Elliptical Distribution Generator.- \u003cstrong\u003ePart II: Inference and Machine Learning\u003c\/strong\u003e.- Inference from Longitudinal Data by Clustering and Machine Learning.- The Use of Neural Networks and PCA Dimensionality Reduction in the Imputation of Missing Fragments in High-Dimensional Time Series.- Discrete-Valued Time Series and Recurrent Neural Network Response Functions.- Application of Model-Free Time-Series Segmentation to Study Sleep in Mice.- \u003cstrong\u003ePart III: Detection of Patterns in Data\u003c\/strong\u003e.- Testing for Dependence by Using Ordinal Patterns: Survey and Perspectives.- On Some Properties and Testing of Benford’s Law.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195495801175,"sku":"9783031960147","price":143.99,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/stochastic-models-statistics-and-their-applications-9783031960147","provider":"Book Curl","version":"1.0","type":"link"}