How many samples is statistically significant

    • [PDF File]Questions and answers about language testing statistics ...

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      Questions and answers about language testing statistics: Sample size and statistical precision James Dean Brown (University of Hawai'i at Manoa) QUESTION: One topic I think many people would be interested in is something about sampling sizes and calculating sampling errors. It seems many teachers just randomly select a number

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    • [PDF File]2 Sample t-Test (unequal sample sizes and unequal variances)

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      two samples representing different decorative styles from an archaeological site. However, this time we see that the sample sizes are different, but we are still interested in seeing whether the average thickness is statistically significant between the two samples or not.

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    • [PDF File]How Many Are Enough? Statistical Power Analysis and Sample ...

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      subjects increases power, but also the duration and cost of the study. Samples can actually be too large, in which case treatment effects are statistically significant but of such small magnitude as to hold no clinical significance. So it is worth the time and effort to assure the

      sample size for statistical significance


    • [PDF File]2-Sample t-Test - Support - Minitab

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      2-Sample t-Test Overview ... classical 2-sample t-test is used when two samples have different variances, the test is more ... the chances of finding statistically significant results. Unusual data can indicate problems with data collection or unusual behavior of a …

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    • [PDF File]The Statistical Crisis in Science - Department of Statistics

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      The Statistical Crisis in Science Data-dependent analysis— a "garden offorking paths "— explains why many statistically significant comparisons don't hold up. Andrew Gelman and Eric Loken T here is a growing realization that reported "statistically sig nificant" claims in scientific publications are routinely mis taken. Researchers ...

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    • Statistical versus Practical Significance - The Atrium

      When reading statistically significant study results, keep the following warning signs in mind: -Observe the sample size used to obtain study results. Remember that if the study is based on a very large sample size, relationships found to be statistically significant may not have much practical significance.

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    • [PDF File]Differentiating statistical significance and clinical ...

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      detect a statistically significant change in heart rate (p = 0.248). They reported that seven other studies with larger samples found a statistically significant difference in heart rate with a music interven-tion. Because of this and the other findings they identified, they be-lieve their study was underpow-ered, meaning its sample size was

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    • A Statistical Significance Simulation Study for the ...

      A Statistical Significance Simulation Study for the General Scientist Corresponding Author: Jacob Levman, PhD ... and are expected to demonstrate that their results are “statistically significant” thus ... experiments with many samples. This study is designed to visually illustrate that .

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    • SAMPLE SIZE: HOW MANY IS ENOUGH? - Griffith University

      statistically significant difference if a difference truly exists. Statistical significance does not mean clinical significance. For example, diarrhoea was experienced by patients on 8% fewer days after introduction of a bowel management protocol and was statistically significant1 but this result may not actually be clinically significant.

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    • [PDF File]Chapter 7: Statistical Significance, Effect Size, and ...

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      i. Many questions are more complex than that. 1. How large is the effect? 2. What is the range of likely values for the population parameter? b. It is strongly influenced by sample size. i. Large samples almost always produce statistically significant results, even for small effects. 1. Because larger samples produce smaller standard errors ...

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