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Statistical planning and Sample size determination.

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Presentation on theme: "Statistical planning and Sample size determination."— Presentation transcript:

1 Statistical planning and Sample size determination

2 Planning Which variables will I collect and how will they be measured? What types of data do they represent? What do I want to do? Describe, compare groups, predict change in Y following change in X? How large a sample do I need to find a clinically important difference statistically significant???

3 Dummy analysis How will I describe my data? What hypothesis tests will I be doing?

4 Sample size

5 Descriptive study Here the sample size will determine the precision of the study (the confidence interval) Small study>>>> wide CI Large study>>>>narrow CI Here power and P values are not relevant

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7 Mean 120 mmHg Sd 20 mmHg What sample size needed for CI to be ± 2.2

8 Hypothesis testing Studies where we test hypothesis eg compare groups regarding means or proportions or test significance of correlation or regression coefficients

9 Type 1 and 2 error

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11 Method 1 Working with standardised difference and nomogram Method 2 Working with 2 means and Sd or working with two proportions

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15 N=130 One tailed table (must X 2)

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19 Use same nomogram N=3000 in total

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22 Examples


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