Relative Risk | Ratio of proportions between two Explanatory Variables |
Simpson’s Paradox | Proportions reverse direction |
Outlier | An observation that falls outside the overall pattern of the graph |
Symmetrical Distribution | The right and left side of a histogram are approximately mirror images of each other |
Right Skewed Distribution | The RIGHT side of the histogram extends father out than the left side. RIGHT tail |
Left Skewed Distribution | The LEFT side of the histogram extends father out than the right side. LEFT tail |
Describing a Distribution | Shape, Center, Spread, Outliers |
Median | Middle value of the distribution |
Resistant | Does not change when data values change |
Mean X(bar) | Average |
Range | Max – Min |
Lower Quartile Q1 | 25% of the data values are below this value |
Upper Quartile Q3 | 75% of the data values are below this value |
Interquartile Range | IQR (Q3-Q1) |
Five Number Summary | Minimum, Q1, Median, Q3, Maximum; used to describe a skewed distribution |
Standard Deviation S | Average distance a data value is from the mean |
Mean & Standard Deviation | Used to describe a symmetrical distribution |
Empirical Rule | 68%-95%-99.7% |
Standardize z-score | Z-score=(OBS-Mean)/Standard deviation |