Question

Based on the sample set of data which statement correctly identifies a weakness of the sampling technique

Answer 1

Sampling is the process of selecting individuals or smaller groups from a larger population to act as representatives of that population. This is used to make statistical assumptions and infer the traits of the population as a whole.

Sampling techniques can be divided into many categories and subcategories. There are four main forms of sampling, which include:

• Simple random sampling.
• Systematic sampling
• Stratified sampling
• Cluster sampling

Each of these can then be divided further.

Sampling techniques can sometimes be random, intended to avoid biased choices that benefit the achievement of the desired result and therefore render the conclusion inaccurate. This is the biggest weakness in sampling methods. Errors in sampling can lead to false assumptions and misleading data.

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