TY  - BOOK
AU  - Best, Henning
AU  - Wolf, Christof
TI  - The SAGE Handbook of Regression Analysis and Causal Inference
SN  - 9781446252444
U1  - 519.536 
PY  - 2015///
CY  - Los Angeles
PB  - Sage Publications Ltd.
KW  - Mathematical Statistics
KW  - Regression Analysis
KW  - Social Sciences -- Statistical Methods
N1  - 1.	Introduction
Part I: Estimation and Inference
2.	Estimation Techniques: Ordinary least squares and maximum likelihood
3.	Bayesian Estimation of Regression Models

Part II: Regression Analysis For Cross-Sections
4.	Linear Regression
5.	Regression Analysis: Assumptions and Diagnostics
6.	Non-Linear and Non-Additive Effects in Linear Regression
7.	The Multilevel Regression Model
8.	Logistic Regression
9.	Regression Models for Nominal and Ordinal Outcomes
10.	Graphical Display of Regression Results
11.	Regression With Complex Samples

Part III: Causal Inference and Analysis Of Longitudinal Data
12.	Matching Estimators for Treatment Effects
13.	Instrumental Variables Regression
14.	Regression Discontinuity Designs in Social Sciences
15.	Fixed-effects Panel Regression
16.	Event History Analysis
17.	Time-Series Cross-Section

ER  -