The article discusses how to estimate parameters of a bivariate normal distribution using maximum likelihood estimation based on bivariate record data. The researchers established the consistency and asymptotic normality of the estimates when a large number of observations are made. They calculated the asymptotic variances of the estimators and compared the efficiency of different sampling schemes.