The SAGE Handbook of Regression Analysis and Causal Inference

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Material type: Text

TextPublication details: Sage Publications Ltd. 2015 Los AngelesDescription: 414pISBN:

9781446252444

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DDC classification:

519.536 SAG

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Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Book	NIMA Knowledge Centre	7th Floor Silence Zone	Reference	519.536 SAG (Browse shelf(Opens below))	Not For Loan		M0034516

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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

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