Study Guide for Inferential statistics-1.docx

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Discussion Week 9: Inferential Statistics study guide Inferential Statistics : According to Norman & Streiner (2014), inferential statistics allows the researcher to conclude a large group based on the results of a small group. Inferential statistics is helpful in both the research and clinical setting as it provides the framework for making objective judgments about the reliability of the sample (Polit & Beck, 2017). Sampling Distribution: Parameter estimation : used to estimate a proportion, a mean, or the difference between the two groups. Interval estimation : can be vital because it reveals a range of values within the parameter that has a probability of lying. Hypothesis Testing : answer research data using sample data and provides a way to decide if enough data exists to support a hypothesis. For example, does smoking cause lung cancer? Bonferroni correction : to establish a more conservative alpha level a Bonferroni correction is applied, but it can increase the risk of type II errors, concluding there is not a statistical association when one is present. Confidence intervals : sets a range of values for the estimated population. It can be used if one wants to find the percentage of people exposed to a cigarette that will be diagnosed with lung disease.
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  • Fall '16
  • Cheryl Wagner
  • Statistics, Statistical hypothesis testing, Statistical tests, Type I and type II errors, Statistical power

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