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PDF Lecture 5: Determining Sample Size - Purdue UniversityStatistics 514: Determining Sample Size Fall 2021 Example 3.1 - Etch Rate (Page 64) • Consider new experiment to investigate 5 RF power settings equally spaced between 180 and 200 W • Wants to determine sample size to detect a mean difference of D=30 (A/min) with˚ 80% power • Will use Example 3.1 estimates to determine new sample size σˆ2 = 333.7, D = 30, and α = .05PDF Determining Sample Size Page 2 - Tarleton State UniversityUsing Formulas To Calculate A Sample Size Although tables can provide a useful guide for determining the sample size, you may need to calculate the necessary sample size for a different combination of levels of precision, confidence, and variability.PDF Statistics: An introduction to sample size calculations - statstutorThere are two approaches to sample size calculations: Precision-based With what precision do you want to estimate the proportion, mean difference . . . (or whatever it is you are measuring)? Power-based How small a difference is it important to detect and with what degree of certainty? 2 Precision-based sample size calculationsPDF Design and sample size decisions - Columbia Universitygiven some assumed true eect size. A power analysis is performed by first hypothesizing an eect size, then making some assumptions about the variation in the data and the sample size of the study to be conducted, and finally using probability calculations to determine the chance of the p-value being below the threshold.PDF Sampling and Sample Size Calculation - BDCT• match the appropriate methods of sample selection to the research question and design • realise the importance of estimating the optimal sample size, when designing a new study, and of seeking independent advice at this stage • describe the factors influencing sample size • make a preliminary estimate of the appropriate sample size.

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