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Robustness and Dynamic Modeling

Roger M. Barker

in Corporate Governance, Competition, and Political Parties: Explaining Corporate Governance Change in Europe

Published in print:
2010
Published Online:
May 2010
ISBN:
9780199576814
eISBN:
9780191722509
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199576814.003.0007
Subject:
Business and Management, International Business, Corporate Governance and Accountability

A variety of statistical robustness tests confirm that the conclusions of Chapter 6 are not sensitive to the inclusion of particular countries or observations in the data set, or the choice of ... More


Regression Diagnostics and Sensitivity 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/9780190656218.003.0006
Subject:
Political Science, Political Theory

This chapter shows why the Gauss-Markov assumptions are important in ordinary least squares (OLS) regression, how to diagnose assumption violations in OLS regression, and how to conduct sensitivity ... More


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