Hypotheses Flashcards
Hull vs Alternate Hypotheses
Ho- starting point. No difference. How far from zero. Role chance played on results.
Ha- want to prove their is a difference.
Central tendency
Mean-average
Median-point above and below which 50% of the cases fall
Mode-most frequent value
-If mean is greater than the median, the data skewed to the left-If mean is greater than the median, the data skewed to the right
Dispersion/Variability
Variance- mean of the squared deviations from the population mean. Distance from mean.
Standard Deviation- squat root of the variance
Statistical significance
A way to determine the role that chance may play for any given research findings…
Alpha=0.5 (5% chance of error)
Type I vs Type II error
I- calling something different when it is not different. False positive
II- identifying populations as being the same when they are actually different (very difficult to avoid). False negative
Kolmogorov-Smirnov
- Combines skewness and Kurtosis. Tests how far away from normality.
- Ho=data approximate a normal distribution.
- Significant KS test means a deviation from normaility
Central limit theorem
Higher sample size the lower the margin of erroe