Understand Compound Event Probability
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7th Grade Math › Understand Compound Event Probability
A weather app shows that the probability of rain on Saturday is 0.3 and the probability of rain on Sunday is 0.4. Assuming these events are independent, what is the probability that it rains on exactly one of these two days?
$$0.46$$
$$0.42$$
$$0.70$$
$$0.58$$
Explanation
P(exactly one day rains) = P(rain Sat, no rain Sun) + P(no rain Sat, rain Sun) = (0.3)(0.6) + (0.7)(0.4) = 0.18 + 0.28 = 0.46. Choice A represents P(rain both days) = 0.3 × 0.4. Choice C represents P(at least one day rains) = 1 - P(no rain either day) = 1 - 0.7 × 0.6 = 0.58. Choice D incorrectly adds the individual probabilities without considering independence.
Maya has a spinner with 4 equal sections colored red, blue, green, and yellow. She spins twice and records both colors. What is the probability that she gets at least one red in her two spins?
$$\frac{7}{16}$$
$$\frac{3}{8}$$
$$\frac{1}{4}$$
$$\frac{1}{2}$$
Explanation
The probability of getting at least one red is easier to calculate using the complement: P(at least one red) = 1 - P(no reds). P(no red on first spin) = 3/4, P(no red on second spin) = 3/4. P(no reds in two spins) = (3/4) × (3/4) = 9/16. Therefore, P(at least one red) = 1 - 9/16 = 7/16. Choice A incorrectly uses the probability of one red spin. Choice B incorrectly adds probabilities without considering overlap. Choice D represents the probability of exactly one red.
Carlos rolls two standard six-sided dice. Given that the sum of the dice is greater than 8, what is the probability that both dice show the same number?
$$\frac{1}{5}$$
$$\frac{2}{10}$$
$$\frac{1}{6}$$
$$\frac{3}{10}$$
Explanation
This is conditional probability. First, find outcomes where sum > 8: (3,6), (4,5), (4,6), (5,4), (5,5), (5,6), (6,3), (6,4), (6,5), (6,6) = 10 outcomes. Among these, the outcomes where both dice match are: (5,5), (6,6) = 2 outcomes. P(both same | sum > 8) = 2/10 = 1/5. Choice B is the unreduced fraction. Choice C ignores the condition and uses 6/36. Choice D incorrectly counts outcomes where sum > 8 and includes non-matching pairs.
In a class, 60% of students play basketball, 40% play soccer, and 25% play both sports. If a student is randomly selected from those who play basketball, what is the probability that this student also plays soccer?
$$\frac{25}{100}$$
$$\frac{25}{40}$$
$$\frac{25}{60}$$
$$\frac{15}{40}$$
Explanation
When you encounter conditional probability problems, you're looking for the chance of one event happening given that another event has already occurred. This changes your sample space from all students to just those who meet the given condition.
Here, you need the probability that a basketball player also plays soccer. Since you're selecting from basketball players only, your sample space becomes the 60% who play basketball, not all students. Of these basketball players, 25% of the total class plays both sports.
To find this conditional probability, divide the overlap (students who play both) by the condition group (basketball players): $$\frac{25%}{60%} = \frac{25}{60}$$. This represents the fraction of basketball players who also play soccer.
Choice A ($$\frac{25}{100}$$) gives you the probability that any randomly selected student plays both sports, ignoring the basketball condition. Choice B ($$\frac{25}{40}$$) incorrectly uses soccer players as the denominator - this would answer "given a soccer player, what's the probability they play basketball?" Choice C ($$\frac{15}{40}$$) appears to subtract the overlap from something, but there's no logical basis for this calculation in conditional probability.
The correct answer is D: $$\frac{25}{60}$$.
Study tip: For conditional probability, always ask "What's my new, restricted sample space?" Then put the overlap in the numerator and the restricting condition in the denominator. The formula is: P(A|B) = P(A and B) ÷ P(B).
Elena flips three fair coins simultaneously. What is the probability that she gets exactly two heads, given that she gets at least one head?
$$\frac{3}{7}$$
$$\frac{1}{2}$$
$$\frac{2}{7}$$
$$\frac{3}{8}$$
Explanation
This is conditional probability. P(exactly 2 heads | at least 1 head) = P(exactly 2 heads AND at least 1 head) ÷ P(at least 1 head). Since exactly 2 heads automatically satisfies at least 1 head, the numerator is just P(exactly 2 heads) = 3/8. P(at least 1 head) = 1 - P(no heads) = 1 - 1/8 = 7/8. Therefore, P(exactly 2 heads | at least 1 head) = (3/8) ÷ (7/8) = 3/7. Choice A ignores the condition. Choice C incorrectly assumes equal likelihood among favorable outcomes. Choice D miscounts favorable outcomes.
Two fair six-sided dice are rolled. How many outcomes are in the compound sample space of ordered pairs $(a,b)$?
12
18
36
72
Explanation
This question tests compound event probability as the fraction of the compound sample space by listing outcomes, counting favorable ones, and dividing by the total. A compound event combines simple events like rolling two dice, with the compound space including all combinations such as {HH, HT, TH, TT}=4 for two coins or 36 for two dice. The event probability is found by identifying favorable outcomes and calculating P = favorable/total, like both heads {HH} with P=1/4. For example, with two coins {HH, HT, TH, TT}, 'both heads' has {HH}, so P=1/4; for sum=7 on dice, there are 6 favorable outcomes, P=6/36=1/6. The correct answer is C, 36, because there are 6 options for each die, so 6x6=36 ordered pairs. A common error is adding instead of multiplying, like 6+6=12, or doubling to 72. To find this, (1) identify the compound process of two dice, (2) list or count the space as 36, (3) identify favorable (not here), (4) count total, (5) no P; systematic listing helps, and order matters for pairs. Mistakes include incomplete space like 18 for unordered, or miscounting as 12.
A game involves rolling a standard die twice. Players win if they get a sum of 7 or if both rolls show even numbers. What is the probability of winning this game?
$$\frac{4}{9}$$
$$\frac{1}{3}$$
$$\frac{7}{18}$$
$$\frac{5}{12}$$
Explanation
When you see probability questions involving "or" conditions, you need to be careful about overlapping outcomes. This game has two winning conditions: getting a sum of 7 OR getting both even numbers.
Let's find each probability separately, then account for overlap. With two dice rolls, there are 36 total possible outcomes.
For a sum of 7, the winning combinations are: (1,6), (2,5), (3,4), (4,3), (5,2), (6,1) — that's 6 outcomes, so P(sum of 7) = $$\frac{6}{36} = \frac{1}{6}$$.
For both rolls even, you need even numbers (2, 4, 6) on both dice. That's 3 × 3 = 9 outcomes, so P(both even) = $$\frac{9}{36} = \frac{1}{4}$$.
Here's the key: these events can't happen simultaneously. A sum of 7 requires one odd and one even number, while "both even" requires... both even. Since there's no overlap, you simply add the probabilities: $$\frac{1}{6} + \frac{1}{4} = \frac{2}{12} + \frac{3}{12} = \frac{5}{12}$$.
Choice A ($$\frac{1}{3}$$) likely comes from incorrectly counting favorable outcomes. Choice B ($$\frac{4}{9}$$) might result from using 18 as the denominator instead of 36. Choice C ($$\frac{7}{18}$$) could come from miscalculating the overlap or the individual probabilities.
Remember: when dealing with "or" in probability, add the individual probabilities but subtract any overlap. Always check whether the events can occur simultaneously — it determines whether you need that subtraction step.
A student flips a fair coin and rolls a fair six-sided die. How many outcomes are favorable for the event “heads and even”?
2
3
6
12
Explanation
This question tests compound event probability as the fraction of the compound sample space: list all possible outcomes, count the favorable ones, and divide by the total. A compound event combines simple events like coin flip and die roll, with compound space of 12 outcomes, probability as favorable over total, like both heads on two coins P=1/4. For example, two coins {HH, HT, TH, TT}, both heads {HH}, P=1/4; sum=7 on dice, 6 favorable, P=6/36=1/6. The correct number is 3 because favorable are H with even die: H2, H4, H6. A common error is counting all evens including tails, leading to 6. To find the count, (1) identify compound process, (2) list space of 12, (3) identify heads and even, (4) count 3 (evens:2,4,6 with H), (5) for P=3/12. Systematic listing by coin then die ensures accuracy; mistakes include miscounting evens or including tails.
Two fair coins are flipped. A student says the probability of getting two heads is $\frac{1}{2}$ because “heads has a $\frac{1}{2}$ chance.” What is the correct probability of two heads using the compound sample space ${HH,HT,TH,TT}$?
$\frac{1}{4}$
$\frac{2}{4}$
$\frac{1}{3}$
$\frac{1}{2}$
Explanation
This question tests compound event probability as the fraction of the compound sample space: list all possible outcomes, count the favorable ones, and divide by the total. A compound event combines simple events like two coin flips, with space {HH, HT, TH, TT}=4, probability favorable over total, like both heads {HH} P=1/4. For example, two coins space, both heads 1/4; dice sum=7, 6/36=1/6. The correct probability is 1/4 as only HH is favorable out of 4. The student's error is using simple probability for one coin, ignoring compound nature and distinct outcomes like HT and TH. To find it, (1) identify two flips, (2) list space 4, (3) identify two heads, (4) count 1, (5) P=1/4. Order matters, systematic listing avoids mistakes like treating HT=TH as one.
Two fair six-sided dice are rolled. Which list shows all favorable ordered outcomes for the event “sum is 7”?
$(1,6)$ only
$(6,1),(5,2),(4,3)$
$(1,6),(2,5),(3,4)$
$(1,6),(2,5),(3,4),(4,3),(5,2),(6,1)$
Explanation
This question tests compound event probability as the fraction of the compound sample space: list all possible outcomes, count the favorable ones, and divide by the total. A compound event combines simple events like rolling two dice, with the compound space being 36 ordered pairs, and probability as favorable over total, like both heads on coins P=1/4. For example, with two coins {HH, HT, TH, TT}, 'both heads' {HH}, P=1/4; for sum=7 on dice, 6 favorable like (1,6) to (6,1), P=6/36=1/6. The correct list is all six ordered pairs because it includes both directions like (3,4) and (4,3). A common error is listing only one direction, like just (1,6),(2,5),(3,4), missing half. To find favorable outcomes, (1) identify the compound process of two dice, (2) count space as 36, (3) identify sums of 7, (4) list and count all 6, (5) for P=6/36. Systematic listing by first die ensures completeness, order matters; mistakes include ignoring order or incomplete lists.