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Test Bank for Applied Regression Analysis and Generalized Linear Models (3rd Edition) by Jr. Fox John

By: John Fox
ISBN-10: 1452205663
/ ISBN-13: 9781452205663

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Format: Downloadable ZIP Fille
Authors: John Fox
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Description

Table of content:

1 – Statistical Models and Social Science
I – DATA CRAFT
2 – What is Regression Analysis?
3 – Examining Data
4 – Transforming Data
II – LINEAR MODELS AND LEAST SQUARES
5 – Linear Least-Squares Regression
6 – Statistical Inference for Regression
7 – Dummy-Variable Regression
8 – Analysis of Variance
9 – Statistical Theory for Linear Models
10 – The Vector Geometry of Linear Models
III – LINEAR-MODEL DIAGNOSTICS
11 – Unusual and Influential Data
12 – Diagnosing Non-Normality, Nonconstant Error Variance, and Nonlinearity
13 – Collinearity and its Purported Remedies
IV – GENERALIZED LINEAR MODELS
14 – Logit and Probit Models
15 – Generalized Linear Models
V – EXTENDING LINEAR AND GENERALIZED LINEAR MODELS
16 – Time-Series Regression
17 – Nonlinear Regression
18 – Nonparametric Regression
19 – Robust Regression
20 – Missing Data in Regression Models
21 – Bootstrapping Regression Models
22 – Model Selection, Averaging, and Validation
A Notation
References

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