Statistical Foundations, Reasoning and Inference
Produktnummer:
186818c944bfa14575959f649a6b9fe64c
Autor: | Heumann, Christian Kauermann, Göran Küchenhoff, Helmut |
---|---|
Themengebiete: | Bayesian statistics data analytics data science likelihood-based inference statistical foundations statistical inference statistical reasoning statistical tests statistics for data science uncertainty quantification |
Veröffentlichungsdatum: | 01.10.2021 |
EAN: | 9783030698263 |
Sprache: | Englisch |
Seitenzahl: | 356 |
Produktart: | Gebunden |
Verlag: | Springer International Publishing |
Untertitel: | For Science and Data Science |
Produktinformationen "Statistical Foundations, Reasoning and Inference"
This textbook provides a comprehensive introduction to statistical principles, concepts and methods that are essential in modern statistics and data science. The topics covered include likelihood-based inference, Bayesian statistics, regression, statistical tests and the quantification of uncertainty. Moreover, the book addresses statistical ideas that are useful in modern data analytics, including bootstrapping, modeling of multivariate distributions, missing data analysis, causality as well as principles of experimental design. The textbook includes sufficient material for a two-semester course and is intended for master’s students in data science, statistics and computer science with a rudimentary grasp of probability theory. It will also be useful for data science practitioners who want to strengthen their statistics skills.

Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen