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Probability and Conditional Expectation: Fundamentals for the Empirical Sciences - Couverture rigide

Livre 287 sur 354: Wiley Series in Probability and Statistics

Steyer, Rolf; Nagel, Werner

 
9781119243526: Probability and Conditional Expectation: Fundamentals for the Empirical Sciences
Couverture rigide
ISBN 10 : 1119243521 ISBN 13 : 9781119243526
Editeur : John Wiley & Sons Inc, 2017

Synopsis

Probability and Conditional Expectations bridges the gap between books on probability theory and statistics by providing the probabilistic concepts estimated and tested in analysis of variance, regression analysis, factor analysis, structural equation modeling, hierarchical linear models and analysis of qualitative data. The authors emphasize the theory of conditional expectations that is also fundamental to conditional independence and conditional distributions.

Probability and Conditional Expectations

  • Presents a rigorous and detailed mathematical treatment of probability theory focusing on concepts that are fundamental to understand what we are estimating in applied statistics.
  • Explores the basics of random variables along with extensive coverage of measurable functions and integration.
  • Extensively treats conditional expectations also with respect to a conditional probability measure and the concept of conditional effect functions, which are crucial in the analysis of causal effects.
  • Is illustrated throughout with simple examples, numerous exercises and detailed solutions.
  • Provides website links to further resources including videos of courses delivered by the authors as well as R code exercises to help illustrate the theory presented throughout the book.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Rolf Steyer,
Institute of Psychology, University of Jena, Germany

Werner Nagel,
Institute of Mathematics, University of Jena, Germany

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
John Wiley & Sons Inc
Date d'édition
2017
Langue
anglais
ISBN 10 
1119243521
ISBN 13 
9781119243526
Reliure
Relié
Nombre de pages
600
Coordonnées du fabricant
non disponible
Personne responsable
Buchpark GmbH
gpsr@buchpark.de

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