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Advanced Sampling Techniques: Course Outline

Course Outline

  • Complex Estimators in Simple Random Sampling (SRS),
  • Chain Estimators in SRS,
  • Stratified Random Sampling,
  • Construction of strata,
  • Separate Ratio,
  • Product and Regression Estimators in Stratified Sampling,
  • Combined Ratio,
  • Product and Regression Estimators in Stratified Sampling,
  • Methods of Removing Bias from the Estimators.
  • Probability proportional to size (PPS)
  • Sampling methods,
  • Use of more than one auxiliary variable in PPSWR,
  • Estimation of correlation coefficient.
  • Horvitz and Thomson estimator,
  • Multiphase sampling and Multistage sampling.

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