Probability and conditional probability

Find probabilities, including conditional probabilities from two-way tables. It is part of Problem-Solving and Data Analysis in the Math section. The book teaches it in Chapter 25, Probability, Sampling, Inference and Evaluating Claims, with 6 practice questions, and tests it 2 more times across the two full-length practice tests.

About Chapter 25

This chapter covers the last three Problem-Solving and Data Analysis skills: Probability and conditional probability; Inference from sample statistics and margin of error; and Evaluating statistical claims: observational studies and experiments. They need less arithmetic than most Math questions and more careful reading. Two questions settle most of these items. For probability, ask: which group am I choosing from? That group's total is the denominator. For studies and surveys, ask: how were the subjects chosen, and how were they assigned to groups? The answers tell you which conclusions the data can support.

What the questions look like

  • A probability from counts, such as "If one of these students is selected at random, what is the probability that…"
  • A conditional probability from a two-way table, a table that sorts the same people or things by two categories at once, with row and column totals.
  • An estimate for a whole population from a random sample, such as the number of students at a school who would answer yes.
  • An interpretation of a margin of error, the amount added to and subtracted from a sample estimate to give a range of plausible values for the population.
  • A question about how sample size affects the margin of error.
  • A choice of the conclusion a study supports: cause or only association, and for which group of people.

How to recognize them

A population is the whole group a question is about, such as all students in a district. A sample is the part of the population that was actually measured. A random sample gives every member of the population a chance to be chosen, so it tends to represent the population fairly.

  • "selected at random" with counts or a table: Probability = favorable outcomes ÷ total outcomes
  • "given that," "if one of the … is selected," "of those who …": Conditional probability. The denominator is the restricted group.
  • "random sample," "based on the sample," "best estimate": Apply the sample proportion or mean to the population
  • "margin of error," "plausible," "most appropriate conclusion": Estimate ± margin gives plausible population values
  • "randomly assigned," "treatment," "control group": Experiment. Cause can be concluded.
  • "surveyed," "observed," "recorded," "compared people who …": Observational study. Association only.

Common traps

  • Using the grand total for a conditional probability: The question restricts the group with "given that" or "of the."
  • Reversing the condition: Check which group follows "given that"; that group is the denominator.
  • Treating categories as equally likely: The categories have different counts, so 1/3 or 1/2 is rarely right.
  • Reading the sample value as the population value: The answer says "exactly" or ignores the margin of error.
  • Applying the margin of error to individuals: The range describes a mean or proportion, not single people or days.
  • Generalizing beyond the population sampled: The conclusion names a larger group, such as "all teenagers in the country."
  • Claiming cause without random assignment: The study only surveyed or observed.
  • Thinking volunteers rule out cause: Random assignment still supports cause for subjects like the volunteers.

Video lessons

Two short lessons from independent YouTube creators, chosen for this skill. The notes are ours; the videos belong to their creators, who are not affiliated with this site.

  • Probability, including conditional probability (Settele Tutoring — SAT® Lessons and Strategies, 6:27). Watch for: Using the right row or column total as the denominator.
  • Conditional probability with two-way tables (Bao Le Math, 7:03). Watch for: Reading “given that” as a restriction to one row or column.

Practice this skill

The full method, worked examples and 6 practice questions with every answer choice explained are in Chapter 25 of the book and in the study workspace, where an AI coach can talk you through each one.

Independence

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