CAIIB · ABM

Sampling methods-II

Chapter notes, video classes, MCQ practice tests and quick-revision one-liners for Advanced Bank Management — CAIIB.

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Q

What is systematic sampling?

A

Systematic sampling selects every k-th element from a population list after a random start. The sampling interval k is determined by dividing the population size by the desired sample size.

Q

What is the primary disadvantage of convenience sampling?

A

Results may be biased and not representative of population.

Q

How is the sampling interval calculated in systematic sampling?

A

The sampling interval (k) is calculated as k = N/n, where N is the population size and n is the required sample size.

Q

What is random sampling error?

A

Difference between sample estimate and true population value.

Q

What is the main advantage of systematic sampling over simple random sampling?

A

Systematic sampling is easier to implement and less time-consuming since it requires only one random selection to determine the starting point, after which every k-th unit is chosen automatically.

Q

What is non-sampling error in surveys?

A

Error arising from data collection, measurement, or processing mistakes.

Q

What is stratified sampling?

A

Stratified sampling divides the population into homogeneous subgroups called strata and then draws random samples from each stratum to ensure representation of all segments.

Q

What is proportional allocation in stratified sampling?

A

Sample size in each stratum proportional to stratum population size.

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