Stats - Conditional Probability

Pearson Edexcel Mathematics 2022


Flashcards

Conditional probability notation and independence

How would you write the probability that $B$ occurs, given that $A$ has already occurred?

\[P(B \vert A)\]

What is true about $P(A \vert B)$ for independent events?

\[P(A \vert B) = P(A \vert B') = P(A)\]

Calculating conditional probabilities from Venn diagrams

How would you calculate $P(A \vert B)$?

\[\frac{0.15}{0.15 + 0.25}\]

How would you calculate $P(A \vert A \cup B)$?

\[\frac{0.15}{0.4 + 0.15 + 0.25}\]

How would you calculate $P(A' \vert B')$?

\[\frac{0.2}{1-0.15-0.25}\]

Why do you have to be careful dealing with conditional probabilities involving things like “given $B'$”?

Because you need to work out the sample space first.

What is the general approach for using Venn diagrams for conditional probabilities?

Working out the restricted sample and dividing by it.

Why can’t you always find the middle part of a Venn diagram easily in conditional probability?

They might not be independent of one another.

Addition and multiplication formulae

What is the addition formula for $P(A \cup B)$?

\[P(A \cup B) = P(A) + P(B) - P(A \cap B)\]

What is the addition formula for $P(A \cap B)$?

\[P(A \cap B) = P(A) + P(B) - P(A \cup B)\]

What is the multiplication formula for $P(B \vert A)$?

\[P(B \vert A) = \frac{P(B\cap A)}{P(A)}\]

What is the multiplication formula for $P(B \cap A)$?

\[P(B \vert A) \times P(A)\]

Is it intersection or union for the multiplication formula in conditional probability?

Intersection.

Exam technique

What must you always remember to do to get full marks on a Venn diagram question?

Add a $\xi$ in the corner.

You’ve just finished drawing a Venn diagram. What do you have to do to get full marks?

Add a $\xi$.