We examine liquidity across different types of markets by using execution costs as a proxy for liquidity. We conduct a thorough analysis of execution costs on the NYSE versus Electronic Markets. We adopt a variety of techniques attempting to correct for the selection bias problem. Unlike current...

We propose a simple method for estimating betas (factor loadings) when factors are measured with error: Ordinary Least-squares Instrumental Variable Estimator (OLIVE). OLIVE is intuitive and easy to implement. OLIVE performs well when the number of instruments becomes large (can be larger than...