Sampling Survey

• Probability Sampling

a Types of Probability Samples

b Simple Random Sampling

c Estimation of Population Mean, Proportion and Total

d Sample Size Estimation

e Systematic Sampling

• Stratified Sampling

a Theory of Stratified Sampling

b Sampling Weights

c Estimation of Population Mean, Proportion and Total

d Allocating Observations to Strata

e Sample Size Estimation

f Defining Strata

g Post-stratification

• Ratio and Regression Estimations

a Ratio Estimation

b Regression Estimation

c Selecting the Sample Size

d Relative Efficiency of Estimators

• Cluster Sampling

a One-Stage and Two-Stage Cluster Samplings

b Estimation of Population Mean, Proportion and Total

c Selecting the Sample Size

d Cluster Sampling with Probability Proportional to Size

• Sampling with Unequal Probabilities

a One-Stage Sampling with Replacement

b Two-Stage Sampling with Replacement

c Unequal-Probability Sampling without Replacement

• Nonresponse

a Effects of Ignoring Nonresponse

b Call backs and Two-Phase Sampling

c Weighting Methods for Nonresponse

d Imputation