Class 7 Notes - Variability
(Based on: Vincent (2005) Chapter 5)
Reviewed Practice Problems - no questionsVariability - measure of the spread of the scores
Measures of Variability
- Range
- Simplest measure… quick estimate
- Most subject to change
- Only takes into account 2 scores
- Interquartile Range
- IQR = Q3 – Q1 or P75 – P25
- more stable
- appropriate for ordinal or skewed data
- considers middle 50% of the distribution
- Standard Deviation and Variance
- most stable
- best for interval and ratio data
- Variance
- Takes into account the distance that each score is from the mean
- The average squared deviation from the mean
- Square-root of variance is the standard deviation (SD)
- SD can be thought of as the average deviation - the average amount each score deviates from the mean
- Explanation of the concept of variance and standard deviation using 3 scores (61", 63" and 71")
- Reviewed concept of variance (area) versus standard deviation (linear)
- Example calculation using defination formula and raw score formulas:
15 15 13 12 10 9 9 8 7 2variance = 14.20
standard deviation =3.77
- Population vs. Sample Standard Deviation
- sigma = population
- YOU need to check with your calculator
Homework #2 due Friday (go to Practice/Homework problem link)
- SD = sample
- Includes correction factor (n-1 in denominator)
- see formulae on p. 69 in your textbook
Other practice for Monday
If you have time, work on problems #1-3 on pp. 71-72.
(for sample SD value, use formulae 5.07 on p. 9)REMINDER
First Exam - Next Wednesday, February 15th - Chapters 1-5Be reading Chapter 5 in textbook.
Based on: Vincent, W. J. (2005). Statistics in kinesiology (3rd ed.). Champaign, IL: Human Kinetics.
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