Statistical Foundations, Reasoning and Inference
portes grátis
Statistical Foundations, Reasoning and Inference
For Science and Data Science
Kuechenhoff, Helmut; Kauermann, Goeran; Heumann, Christian
Springer Nature Switzerland AG
10/2022
356
Mole
Inglês
9783030698294
15 a 20 dias
Descrição não disponível.
Introduction.- Background in Probability.- Parametric Statistical Models.- Maximum Likelihood Inference.- Bayesian Statistics.- Statistical Decisions.- Regression.- Bootstrapping.- Model Selection and Model Averaging.- Multivariate and Extreme Value Distributions.- Missing and Deficient Data.- Experiments and Causality.
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statistical reasoning;statistical inference;data science;data analytics;statistics for data science;statistical foundations;likelihood-based inference;Bayesian statistics;statistical tests;uncertainty quantification;bootstrapping;missing data;causality;multivariate distributions
Introduction.- Background in Probability.- Parametric Statistical Models.- Maximum Likelihood Inference.- Bayesian Statistics.- Statistical Decisions.- Regression.- Bootstrapping.- Model Selection and Model Averaging.- Multivariate and Extreme Value Distributions.- Missing and Deficient Data.- Experiments and Causality.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
