Percentile
The percent of values in a distribution that are less than or equal to the individual’s data value
Cumulative Relative Frequency Graph
Plots a point corresponding to the percentile of a value in a data set
Consecutive points are connected with line segments
Standardized score (z-score)
The # of SD’s a data value is above or below the mean in a distribution
Formula:
Z=Value — Mean / Standard Deviation
Z-Score tips
Make sure you report the # of SD’s and the direction
Larger z-scores aren’t always “better”
Effect of Adding or Subtracting a Constant
Adds X to measures of CENTER and LOCATION
Does NOT change measures of spread
Won’t change shape
SEE PAGE 6
Effect of Multiplying or Dividing a Constant
Multiplies measure of CENTER and LOCATION by Z
Multiplies measures of SPREAD by Z
Does NOT change SHAPE
SEE PAGE 6
Density Curve
Models the shape of a distribution
Always above the X-axis
Total area is equal to 1
SEE PAGE 9
Mean & Median (density curves)
Median “Equal Area Point” is the point that divides curve into 2 equal area region
Mean “Balance Point” is the on x-axis that balances the curve if it were a solid material
Normal Curves
Shape: Symmetric, unimodal, Bell shape
Center: Mean=Median (In the middle)
Spread: SD, measures width of the curve
DONT FORGET
Empirical rule: 68- 95- 99.7
Normal Distribution
Symmetric, Bell-shaped, unimodal and defined by its Mean (μ) and its SD (σ)
The Empirical Rule
68% of data values in a normal distribution are within one SD of the mean
95% of values fall within 2 SD’s
99.7% of values fall within 3 SD’s
Normal Distributions
The STANDARD normal distribution is a normal distribution with:
Mean=0
SD=1
(This is because the distribution is in Z-scores)
How to find areas
Step 1:
Draw normal distribution, scale x-axis, mark the mean and 3SD’s above/below, then shade area of interest
Step 2: Do calculation using either Table A or calculator
Step 3: Be sure to answer with a full sentence
How to find values from areas in any normal distribution
Step 1:
Draw a curve, label X-axis, shade given area
Step 2: Use Table A or “Inv Norm” on calc
Step 3: Be sure to answer with full sentence