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Nagel, Werner

Probability and Conditional Expectation: Fundamentals for the Empirical Sciences

Nagel, Werner - Probability and Conditional Expectation: Fundamentals for the Empirical Sciences, e-kirja

93,30€

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ISBN: 9781119243489
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Tulostus180 sivua ja lisä sivu kertyy joka 5. tunti, ylärajana 180 sivua
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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.

Avainsanat: probability theory; statistics; probabilistic ; analysis of variance; regression analysis; factor analysis; structural equation modeling; hierarchical linear models; analysis of qualitative data; conditional expectations, conditional independence and conditional distributions, Engineering Statistics, Theory, Modeling & Simulation, Engineering Statistics, Theory, Modeling & Simulation

Tekijä(t)
 
Julkaisija
John Wiley and Sons, Inc.
Julkaisuvuosi
2016
Kieli
en
Painos
1
Sarja
Wiley Series in Probability and Statistics
Sivumäärä
600 sivua
Kategoria
Eksaktit luonnontieteet
Tiedostomuoto
E-kirja
eISBN (ePUB)
9781119243489
Painetun ISBN
9781119243526

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