Ranked Set Sampling: 65 Years Improving the Accuracy in Data Gathering

Ranked Set Sampling: 65 Years Improving the Accuracy in Data Gathering is an advanced survey technique which seeks to improve the likelihood that collected sample data presents a good representation of the population and minimizes the costs associated with obtaining them. The main focus of many agricultural, ecological and environmental studies is the development of well designed, cost-effective and efficient sampling designs, giving RSS techniques a particular place in resolving the disciplinary problems of economists in application contexts, particularly experimental economics. This book seeks to place RSS at the heart of economic study designs. Focuses on how researchers should manipulate RSS techniques for specific applicationsDiscusses RSS performs in popular statistical models, such as regression and hypothesis testingIncludes a discussion of open theoretical research problemsProvides mathematical proofs, enabling researchers to develop new models INDICE: 1. Studying the quality of environment variables using a Randomized Response procedure for the estimation of a proportion through Ranked Set Sampling 2. Development of a New Control Charts Based on Ranked Repetitive Sampling 3. Improved ratio-cum-product estimators of the population mean 4. Estimation of the Distribution Function Using Moving Extreme Ranked Set Sampling (MERSS) 5. Statistical inference of Ranked Set Sampling via Resampling Methods 6. Extensions of some Randomized Response procedures related with Gupta-Thornton method: The use of order statistics 7. Ranked Set Sampling Estimation of the Population Mean when Information on an Attribute is Available 8. Modified Partially Ordered Judgment Subset Sampling Schemes 9. Ranked Set Sampling Procedures with Unequal Samples 10. A New Morgenstern Type Bivariate Exponential Distribution with Known Coefficient of Variation by Ranked Set Sampling 11.On Shrinkage Estimation of Scale Parameters towards an Interval of Morgenstern Type Bivariate Uniform Distribution using Ranked Set Sampling 12. Statistical inference using stratified ranked set samples 13. Simultaneous estimation of means of two sensitive variables 14. Forced Quantitative Randomized Response Model Using 15. Construction of Strata Boundaries for Ranked Set Sampling 16. Calibrated estimator of population mean using two-stage 17. Estimation of Population Mean Using Information on Auxiliary Attribute: A Review 18. Ratio and product type exponential estimators for population mean using ranked set sampling 19. Nonparametric estimation of the population parameters in ranked set sampling 20. Selection and estimation in Ranked Set Sampling using R ranked sampling 21. Variance Estimation of Persons Infected with AIDS Under Ranked Set Sampling

• ISBN: 978-0-12-815044-3
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 01/10/2018
• Nº Volúmenes: 1
• Idioma: Inglés