Large sample properties of the Midzuno sampling scheme with probabilities proportional to size

Midzuno sampling enables to estimate ratios unbiasedly. We prove the asymptotic normality for estimators of totals and ratios under Midzuno sampling. We also propose consistent variance estimators.