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Bayesian and Frequentist Regression Methods
Overview of attention for book
Table of Contents
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Book Overview
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Chapter 1
Introduction and Motivating Examples
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Chapter 2
Frequentist Inference
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Chapter 3
Bayesian Inference
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Chapter 4
Hypothesis Testing and Variable Selection
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Chapter 5
Linear Models
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Chapter 6
General Regression Models
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Chapter 7
Binary Data Models
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Chapter 8
Linear Models
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Chapter 9
General Regression Models
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Chapter 10
Preliminaries for Nonparametric Regression
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Chapter 11
Spline and Kernel Methods
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Chapter 12
Nonparametric Regression with Multiple Predictors
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Chapter 13
Differentiation of Matrix Expressions
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Chapter 14
Matrix Results
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Chapter 15
Some Linear Algebra
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Chapter 16
Probability Distributions and Generating Functions
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Chapter 17
Functions of Normal Random Variables
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Chapter 18
Some Results from Classical Statistics
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Chapter 19
Basic Large Sample Theory
Overall attention for this book and its chapters
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Mentioned by
blogs
2
blogs
twitter
51
X users
syllabi
1
institution with syllabi
facebook
1
Facebook page
wikipedia
2
Wikipedia pages
Citations
dimensions_citation
121
Dimensions
Readers on
mendeley
18
Mendeley
Book overview
1. Introduction and Motivating Examples
2. Frequentist Inference
3. Bayesian Inference
4. Hypothesis Testing and Variable Selection
5. Linear Models
6. General Regression Models
7. Binary Data Models
8. Linear Models
9. General Regression Models
10. Preliminaries for Nonparametric Regression
11. Spline and Kernel Methods
12. Nonparametric Regression with Multiple Predictors
13. Differentiation of Matrix Expressions
14. Matrix Results
15. Some Linear Algebra
16. Probability Distributions and Generating Functions
17. Functions of Normal Random Variables
18. Some Results from Classical Statistics
19. Basic Large Sample Theory
Summary
Blogs
X
Syllabi
Facebook
Wikipedia
Dimensions citations
This data is correct as of December 2015 - for more up to date information, please visit
https://opensyllabus.org/
So far, Altmetric has seen this research output assigned in
2
syllabi from
1
institutions on Open Syllabus Project.
Institution
Syllabi count
Course subject areas covered
University of Washington-Seattle Campus
2
Business