Probability and Conditional Expectation: Fundamentals for the Empirical Sciences
By Rolf Steyer and Werner Nagel
()
Currently unavailable
Currently unavailable
About this ebook
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.
Related to Probability and Conditional Expectation
Titles in the series (100)
Robust Correlation: Theory and Applications Rating: 0 out of 5 stars0 ratingsTime Series Analysis: Nonstationary and Noninvertible Distribution Theory Rating: 0 out of 5 stars0 ratingsStatistics and Causality: Methods for Applied Empirical Research Rating: 0 out of 5 stars0 ratingsFundamental Statistical Inference: A Computational Approach Rating: 0 out of 5 stars0 ratingsNonparametric Finance Rating: 0 out of 5 stars0 ratingsLinear Statistical Inference and its Applications Rating: 0 out of 5 stars0 ratingsSensitivity Analysis in Linear Regression Rating: 0 out of 5 stars0 ratingsTime Series Analysis with Long Memory in View Rating: 0 out of 5 stars0 ratingsMeasuring Agreement: Models, Methods, and Applications Rating: 0 out of 5 stars0 ratingsProbability and Conditional Expectation: Fundamentals for the Empirical Sciences Rating: 0 out of 5 stars0 ratingsForecasting with Univariate Box - Jenkins Models: Concepts and Cases Rating: 0 out of 5 stars0 ratingsTheory of Probability: A critical introductory treatment Rating: 0 out of 5 stars0 ratingsA Course in Time Series Analysis Rating: 3 out of 5 stars3/5Business Survey Methods Rating: 0 out of 5 stars0 ratingsMeasurement Errors in Surveys Rating: 0 out of 5 stars0 ratingsNonlinear Statistical Models Rating: 0 out of 5 stars0 ratingsMethods for Statistical Data Analysis of Multivariate Observations Rating: 0 out of 5 stars0 ratingsAspects of Multivariate Statistical Theory Rating: 0 out of 5 stars0 ratingsApplications of Statistics to Industrial Experimentation Rating: 3 out of 5 stars3/5Computation for the Analysis of Designed Experiments Rating: 0 out of 5 stars0 ratingsExploratory Data Mining and Data Cleaning Rating: 2 out of 5 stars2/5Theory of Ridge Regression Estimation with Applications Rating: 0 out of 5 stars0 ratingsThe Statistical Analysis of Failure Time Data Rating: 0 out of 5 stars0 ratingsPeriodically Correlated Random Sequences: Spectral Theory and Practice Rating: 0 out of 5 stars0 ratingsModern Experimental Design Rating: 0 out of 5 stars0 ratingsStatistical Group Comparison Rating: 0 out of 5 stars0 ratingsFractal-Based Point Processes Rating: 4 out of 5 stars4/5Sequential Stochastic Optimization Rating: 0 out of 5 stars0 ratingsRegression Graphics: Ideas for Studying Regressions Through Graphics Rating: 0 out of 5 stars0 ratingsSurvey Measurement and Process Quality Rating: 0 out of 5 stars0 ratings
Mathematics For You
My Best Mathematical and Logic Puzzles Rating: 5 out of 5 stars5/5Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics Rating: 4 out of 5 stars4/5Basic Math & Pre-Algebra For Dummies Rating: 4 out of 5 stars4/5The Everything Guide to Algebra: A Step-by-Step Guide to the Basics of Algebra - in Plain English! Rating: 4 out of 5 stars4/5Quantum Physics for Beginners Rating: 4 out of 5 stars4/5Calculus Made Easy Rating: 4 out of 5 stars4/5The Math Book: From Pythagoras to the 57th Dimension, 250 Milestones in the History of Mathematics Rating: 3 out of 5 stars3/5Algebra - The Very Basics Rating: 5 out of 5 stars5/5The Little Book of Mathematical Principles, Theories & Things Rating: 3 out of 5 stars3/5Real Estate by the Numbers: A Complete Reference Guide to Deal Analysis Rating: 0 out of 5 stars0 ratingsFlatland Rating: 4 out of 5 stars4/5The Golden Ratio: The Divine Beauty of Mathematics Rating: 5 out of 5 stars5/5Mental Math Secrets - How To Be a Human Calculator Rating: 5 out of 5 stars5/5The Thirteen Books of the Elements, Vol. 1 Rating: 0 out of 5 stars0 ratingsAlgebra I Workbook For Dummies Rating: 3 out of 5 stars3/5The Elements of Euclid for the Use of Schools and Colleges (Illustrated) Rating: 0 out of 5 stars0 ratingsIntroducing Game Theory: A Graphic Guide Rating: 4 out of 5 stars4/5It's All a Game: The History of Board Games from Monopoly to Settlers of Catan Rating: 4 out of 5 stars4/5A Mind for Numbers | Summary Rating: 4 out of 5 stars4/5Is God a Mathematician? Rating: 4 out of 5 stars4/5How to Calculate Quickly: Full Course in Speed Arithmetic Rating: 4 out of 5 stars4/5Geometry For Dummies Rating: 4 out of 5 stars4/5Precalculus: A Self-Teaching Guide Rating: 4 out of 5 stars4/5ACT Math & Science Prep: Includes 500+ Practice Questions Rating: 3 out of 5 stars3/5Algebra I For Dummies Rating: 4 out of 5 stars4/5Limitless Mind: Learn, Lead, and Live Without Barriers Rating: 4 out of 5 stars4/5
Reviews for Probability and Conditional Expectation
0 ratings0 reviews