Question: discuss the following: Choose two different sampling methods from among your peers' responses. Then, identify bias in each peer's sample and explain how you think
discuss the following: Choose two different sampling methods from among your peers' responses. Then, identify bias in each peer's sample and explain how you think they could remove the bias from their sampleMy name is Logan, and I am pursuing a finance degree here at SNHU. I am currently using data and statistics to help me make an informed decision about moving. I am planning to move to a new city in the near future which requires me to analyze data in order to make an informed decision. Analyzing and comparing cost of living, amenities and crime rates are ways that I have utilized data to come to a decision on what city would have the best quality of living for me. Convenience sampling will provide Susan with unreliable results and is a method of sampling that she should avoid. By selecting students that are the most accessible to her, Susan's study could become inaccurate. This is because this method of sampling introduces the possibility of bias that could affect the outcome of her study. Because the sample is not chosen at random, if Susan choses to use this method of sampling, it will result in inaccurate data. Simple random sampling would be the best option for Susan to accurately represent the population. This would involve Susan sampling students at random instead of at her own convenience. In simple random sampling, a sample is constructed by random selection from the population. (MAT 240: Applied Statistics | ZyBooks, n.d.) This will eliminate the potential of bias and will help Susan to achieve the most accurate results possible. A sample is a group of people that is used to gain information about a larger population. Convenience sampling involves selecting participants based on their accessibility and convenience to the researcher. Simple random sampling is achieved by selecting participants at random in order to provide the most accurate results.
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