System of Equations
Hubert Gatignon ()
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Hubert Gatignon: INSEAD, The Business School for the World
Chapter Chapter 6 in Statistical Analysis of Management Data, 2010, pp 151-185 from Springer
Abstract:
Abstract In this chapter, we consider the case where several dependent variables are explained by linear relationships with other variables. Independent analysis of each relationship by ordinary least squares Ordinary Least Squares OLS could result in incorrect statistical inferences either because the estimation is not efficient (a simultaneous consideration of all the explained variables may lead to more efficient estimators for the parameters) or may be biased in cases where the dependent variables influence each other.
Keywords: Covariance Matrix; Exogenous Variable; Endogenous Variable; Efficient Estimator; Strategic Management Journal (search for similar items in EconPapers)
Date: 2010
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-1-4419-1270-1_6
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DOI: 10.1007/978-1-4419-1270-1_6
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