Recent articles in Econometrica have questioned whether the empirical evidence from time series data supports the Keynesian hypothesis of the existence of a liquidity trap for low interest rates. This paper proposes a method by which one can obtain the maximum likelihood estimate of the minimum interest rate without imposing a priori constraints upon the parameters in the demand for money equation. Alternative estimating procedures are considered and found to yield consistent estimates of the interest rate floor.