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SAT Math Unit 6: Data, statistics & probability
Data questions ask you to read tables and graphs, compare centers and spreads, and reason about samples and probability.
Covers: Mean, median and spread, two-way tables, conditional probability, scatterplots, margin of error and sampling
Study guide
The mean is the average; the median is the middle value of sorted data. Outliers pull the mean toward them but barely move the median, so a skewed data set has its mean pulled toward the tail. Range and standard deviation measure spread: a larger standard deviation means values are more spread out around the mean. Adding the same number to every value shifts the center but not the spread.
Two-way tables organize counts by two categories. To find a probability, divide the count you want by the total of the group you're choosing from. Conditional probability, P(A given B), restricts you to the B row or column: use the B total as the denominator.
Scatterplots show relationships between two quantitative variables. A line of best fit summarizes the trend; its slope is the predicted change in y per unit of x, and you can use it to estimate values. Predicting far outside the data's range is risky.
Sampling questions test what conclusions are allowed. A random sample from a population lets you generalize to that population, and a margin of error gives a range where the true value plausibly lies. Larger samples give smaller margins of error. Only a randomized experiment, not an observational study, supports cause-and-effect conclusions.
When data are given as values with frequencies, the mean is Σ(value × frequency) ÷ Σ(frequency). The median is the middle position in the total count, found by adding frequencies until you reach that position. On a dot plot or histogram, the data set with more values far from the center has the larger standard deviation. A data set that is bunched tightly around its mean has a smaller one, even if its range is similar.
To estimate the slope of a line of best fit, pick two points on the line (not necessarily data points) that are far apart and easy to read, then compute rise over run.
Key ideas
- Mean is pulled by outliers; median is resistant.
- Standard deviation measures typical distance from the mean.
- Conditional probability: restrict to the given row or column of a two-way table.
- A margin of error gives a range of plausible values for the population.
- Conclusions only generalize to the population that was randomly sampled.
Formulas and rules
Common mistakes
- Using the grand total as the denominator for a conditional probability.
- Treating a sample estimate as the exact population value.
Words to know
- Outlier sensitivity
- The mean is pulled by outliers; the median resists them.
- P(A | B) from a two-way table
- (A and B count) ÷ (B total).
- Margin of error
- ± range around an estimate where the true value plausibly lies.
- Standard deviation
- A measure of how spread out values are around the mean.
- Random sample
- Selected by chance from a population, so results can generalize to it.
- Mean
- The average: sum ÷ count.
- Median
- The middle value of sorted data.
- Range
- Maximum minus minimum.
- Two-way table
- A table of counts for two categorical variables.
- Conditional probability
- P(A given B): use the B group's total as the denominator.
- Line of best fit
- A line summarizing a scatterplot's trend, used to predict.
- Observational study vs. experiment
- Only randomized experiments support cause-and-effect conclusions.
Sample practice questions
271 more questions like these, from level 1 to 5, are in the practice set.
Mean of 4, 8, 10, 6.
- 28
- 6
- 8
- 7
Show the answer and steps
Answer: D) 7
- Sum: 4 + 8 + 10 + 6 = 28.
- 28 ÷ 4 = 7.
The table shows the number of volunteers at an animal shelter for each of 6 years. Year | Count 2017 | 94 2018 | 65 2019 | 90 2020 | 23 2021 | 91 2022 | 64 In how many of the years was the count greater than 40?
- 4
- 1
- 6
- 5
Show the answer and steps
Answer: D) 5
- Values greater than 40: 94, 65, 90, 91, 64.
- That is 5 year(s).
40 students; 25 play a sport, and 10 of those are seniors. P(senior | plays a sport)?
- 0.25
- 0.4
- 0.625
- 0.1
Show the answer and steps
Answer: B) 0.4
- Restrict to the 25 sport players.
- 10 of them are seniors: 10/25 = 0.4.