PSTAT 5A Practice Worksheet 3
Comprehensive Review: Probability, Counting, an Conditional Probability
Instructions and Overview
⏰ Time Allocation:
Section A (Warm-up): 8 minutes
Section B (Intermediate): 15 minutes
Section C (Advanced): 12 minutes
Section D (Review): 15 minutes
Total: 50 minutes
📝 Important Instructions:
Use the formulas provided for guidance
Round final answers to 4 decimal places unless otherwise specified
Identify your approach before calculating
Use calculator as needed
📚 Key Formulas Reference:
Basic Probability:
Conditional Probability: \(P(A|B) = \frac{P(A \cap B)}{P(B)}\)
Law of Total Probability: \(P(A) = \sum P(A|B_i) \cdot P(B_i)\)
Addition Rule: \(P(A \cup B) = P(A) + P(B) - P(A \cap B)\)
Multiplication Rule: \(P(A \cap B) = P(A) \cdot P(B|A) = P(B) \cdot P(A|B)\)
Counting:
Multiplication Rule: If a procedure consists of \(k\) steps, with \(n_1\) ways for step 1, \(n_2\) for step 2, …, \(n_k\) for step \(k\), then total ways: \(n_1 \times n_2 \times \cdots \times n_k\)
Factorial: \(n! = n \times (n-1) \times (n-2) \times \cdots \times 2 \times 1\)
Permutations: \(P(n,r) = \frac{n!}{(n-r)!}\)
Combinations: \(C(n,r) = \binom{n}{r} = \frac{n!}{r!(n-r)!}\)
Section A: Probability
⏱️ Estimated time: 8 minutes
Problem A1: Probability Distributions
Each row in the table below is a proposed grade distribution for a class. Identify each as a valid or invalid probability distribution, and explain your reasoning.
Class | A | B | C | D | F |
---|---|---|---|---|---|
(a) | 0.3 | 0.3 | 0.3 | 0.2 | 0.1 |
(b) | 0 | 0 | 1 | 0 | 0 |
(c) | 0.3 | 0.3 | 0.3 | 0 | 0 |
(d) | 0.3 | 0.5 | 0.2 | 0.1 | -0.1 |
(e) | 0.2 | 0.4 | 0.2 | 0.1 | 0.1 |
(f) | 0 | -0.1 | 1.1 | 0 | 0 |
Work Space:
Section B: Permutations and Combination
⏱️ Estimated time: 15 minutes
Problem B1: Permutations and Combinations
A cybersecurity team needs to create a secure access protocol.
Part (a): How many 6-character passwords can be formed using 3 specific letters and 3 specific digits if repetitions are not allowed and letters must come before digits?
Since letters must come before digits, think of this as two separate arrangement problems:
First, arrange the 3 letters in the first 3 positions
Then, arrange the 3 digits in the last 3 positions
Use the multiplication principle to combine these results
Part (b): If the team wants to select 4 people from 12 employees to form a security committee where order doesn’t matter, how many ways can this be done?
Since order doesn’t matter, this is a combination problem. Ask yourself:
Are we arranging people in specific positions, or just selecting a group?
Which formula should you use: \(P(n,r)\) or \(C(n,r)\)?
Work Space:
Section C: Conditional Probability
⏱️ Estimated time: 12 minutes
Problem C1: Drawing Cards (Without Replacement)
You draw two cards, one after the other, from a standard 52-card deck without putting the first card back. Let
A = \(\{\text{“first card is a heart”}\}\),
B = \(\{\text{“second card is an ace”}\}\).
P(A)
\(P\bigl(A\text{ and }B\bigr)\)
\(P\bigl(B\mid A\bigr)\)
P(B)
Compare your answers in (3) vs. (4). Why are they different (or the same)? What does this tell you about drawing cards without replacement?
Work Space:
Section D: Conditional Probability
⏱️ Estimated time: 15 minutes
Problem D1: Advanced Counting with Restrictions
A restaurant offers a prix fixe menu where customers must choose:
1 appetizer from 6 options
1 main course from 8 options
1 dessert from 5 options
However, there are restrictions:
If you choose the seafood appetizer, you cannot choose the vegetarian main course
If you choose the chocolate dessert, you must choose either the beef or chicken main course (3 of the 8 main courses)
Part (a): How many valid meal combinations are possible?
Part (b): If customers choose randomly among valid combinations, what is the probability someone chooses the chocolate dessert?
Work Space: