Principles of Statistical Analysis: Learning from Randomized Experiments (Institute of Mathematical Statistics Textbooks) - Softcover

Arias-Castro, Ery

 
9781108747448: Principles of Statistical Analysis: Learning from Randomized Experiments (Institute of Mathematical Statistics Textbooks)
Softcover
ISBN 10: 1108747442 ISBN 13: 9781108747448
Verlag: Cambridge University Press, 2022

Inhaltsangabe

This compact course is written for the mathematically literate reader who wants to learn to analyze data in a principled fashion. The language of mathematics enables clear exposition that can go quite deep, quite quickly, and naturally supports an axiomatic and inductive approach to data analysis. Starting with a good grounding in probability, the reader moves to statistical inference via topics of great practical importance – simulation and sampling, as well as experimental design and data collection – that are typically displaced from introductory accounts. The core of the book then covers both standard methods and such advanced topics as multiple testing, meta-analysis, and causal inference.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Ery Arias-Castro is a professor in the Department of Mathematics and in the Halıcıoğlu Data Science Institute at the University of California, San Diego, where he specializes in theoretical statistics and machine learning. His education includes a bachelor's degree in mathematics and a master's degree in artificial intelligence, both from École Normale Supérieure de Cachan (now École Normale Supérieure Paris-Saclay) in France, as well as a Ph.D. in statistics from Stanford University in the United States.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Cambridge University Press
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1108747442
ISBN 13 
9781108747448
Einband
Tapa blanda
Anzahl der Seiten
408
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
Frankreich

Weitere beliebte Ausgaben desselben Titels

9781108489676: Principles of Statistical Analysis: Learning from Randomized Experiments (Institute of Mathematical Statistics Textbooks)

Vorgestellte Ausgabe

ISBN 10:  1108489672 ISBN 13:  9781108489676
Verlag: Cambridge University Press, 2022
Hardcover