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This book is very much fruitful for the researchers working in the field of sampling. In this book basically the estimation of population men of the main variable under study has been considered using auxiliary variable, which is highly correlated with the main variable. The use of auxiliary information increases the efficiency of the estimator of the population parameter under consideration. In this book different estimators have been considered for the estimation of population mean and their large sample properties have been discussed in detail.