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Estimation under Multicollinearity: A Comparative Approach Using Monte Carlo Methods
2010
Journal of Mathematics and Statistics
Problem statement: A comparative investigation was done experimentally for 6 different Estimation Techniques of a just-identified simultaneous three-equation econometric model with three multi-collinear exogenous variables. Approach: The aim is to explore in depth the effects of the problems of multicollinearity and examine the sensitivity of findings to increasing sample sizes and increasing number of replications using the mean and total absolute bias statistics. Results: Findings revealed
doi:10.3844/jmssp.2010.183.192
fatcat:obwrn6fsljgwxfcnjejrr777p4