Sampling Techniques

Learning Outcomes

At the end of this course, the students will be able to: Determine estimation methods of parametric values; Identify fault in sampling technique; Understand various sampling techniques; Use sampling procedure in determining sample size; Design sampling methodology.

Topics

Statistics and sampling procedure
Reason and sampling error
Types of data and its collection techniques
Survey; Simple random sampling/SRS
Proportion sampling
Sample measurement estimation
Stratified sampling
Stratified random sampling
Ratio
Linear regression methods
Systematic sampling
Cluster Sampling
Two-step cluster sampling
Three-step cluster sampling
Stratified cluster sampling
Parametric value estimation
Multiple sampling
Fault in sampling

Published at : 25 April 2012

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