Basic Definitions & Concepts
- Measures of Center: Mean, Median, Mode
- Measures of Spread: Range, Interquartile Range (IQR), Standard Deviation (basic)
- Percentiles & Quartiles: Q1 (25th percentile), Q2 (median), Q3 (75th percentile)
- Interquartile Range (IQR): Q3 - Q1
Understanding Data Displays
- Reading histograms, dot plots, and box-and-whisker plots
- Identifying skewness (left-skewed, right-skewed, symmetric)
- Understanding how skew affects the mean vs. median
Problem-Solving Skills
- Calculating the Mean: Sum of values divided by count
- Finding the Median: Order values and find the middle (or average of two middles)
- Impact on Mean/Median: Understand how adding/removing values affects them
- Using Frequency Tables: Compute mean/median using grouped data
- Finding Missing Values: Use algebra to solve for missing data when mean/median is known
- Weighted Averages: Account for different group sizes
Advanced Concepts
- Standard Deviation Basics: Higher spread → higher SD
- Transformations: Shifting/scaling data and its effect on SD
- Comparing Distributions: Use mean and median positioning
- Box Plots & Outliers: 1.5 × IQR Rule to find outliers
Key Skills
- Frequency Tables
- Mean, Median, Mode, Range, Standard Deviation
- Box Plot Interpretation