Sample Size Estimation and Power Calculations with Excel

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Organisation
UCL
Start - End
13 Jan - 14 Jan
Study Options
Remote
Fee
175
Contact Name
Centre for Applied Statistics Courses
Contact Email
ich.statscou@ucl.ac.uk

13 January 2021–14 January 2021, 9:30 am–1:00 pm

This course gives the basics of sample size estimation. It will be of use to those embarking on a research project and who are perhaps trying to complete ethics and grant application forms. Both precision and power estimation approaches are covered.

NOTE: Due to the coronavirus outbreak, all courses will now be delivered online through a live video feed. You can expect the same level of group and individual support as you would have received in our face-to-face courses.

The concepts of sample size estimation are introduced, including when and why this might be necessary. Formulae are presented and discussed. An accompanying weblink is introduced which hosts excel sheets pre-programmed to facilitate use of the formulae. In the first part of the course, the precision-based approach to sample size estimation is introduced, whereby the numbers are selected to produce a confidence interval for the relevant estimate with a specified width. In the second part, we progress to the more traditional power calculations that aim to give the sample required to determine a specified difference with selected power and significance levels. All terminology will be explained as it is introduced in the sessions.

Sample size estimation is discussed for the following measurements:

  • Means
  • Proportions/ percentages
  • Rates

Notes and spreadsheets are also provided to cover the following, which will be discussed if time permits:

  • Time to event data
  • Measures of agreement
  • Percentiles

Everyone wishing to attend should ensure Microsoft Excel (or alternative compatible software) is installed.


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