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Regression Analysis

Quan Li

in Using R for Data Analysis in Social Sciences: A Research Project-Oriented Approach

Published in print:
2018
Published Online:
March 2019
ISBN:
9780190656218
eISBN:
9780190656256
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190656218.003.0005
Subject:
Political Science, Political Theory

This chapter teaches how to use R to conduct regression analysis to answer the question: Does trade promote economic growth? It demonstrates how to specify a statistical model from a theoretical ... More


Charting Inequality

Frank A. Cowell

in Measuring Inequality

Published in print:
2011
Published Online:
April 2015
ISBN:
9780199594030
eISBN:
9780191808654
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:osobl/9780199594030.003.0002
Subject:
Economics and Finance, Macro- and Monetary Economics

This chapter considers several standard inequality measurement tools that determine inequality in a large heterogeneous group of people. It describes these tools as methods of appraising information ... More


Linear regression and correlation

Andrew Gelman and Deborah Nolan

in Teaching Statistics: A Bag of Tricks

Published in print:
2017
Published Online:
September 2017
ISBN:
9780198785699
eISBN:
9780191827518
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198785699.003.0005
Subject:
Mathematics, Educational Mathematics

This chapter addresses the descriptive treatment of linear regression with a single predictor: straight-line fitting, interpretation of the regression line and standard deviation, the confusing ... More


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