Binomial distribution: IB Mathematics: Analysis & Approaches questions with answers
Free Binomial distribution questions for IB Mathematics: Analysis & Approaches (SL & HL), part of Statistics & probability. Each question has the answer and the marking points an examiner would look for.
A random variable X ~ B(n, p) has mean 15 and variance 6.
(a)
Find the value of p and the value of n.
[4]
(b)
Find P(X ≤ 14).
[2]
Show answers and mark scheme
Part
Answer and marking points
Marks
(a)
p = 0.6, n = 25
np = 15, np(1 − p) = 6 (M1) 1 − p = 0.4 A1 p = 0.6 A1 n = 25 A1
4
(b)
0.414
binomial CDF (M1) 0.414 A1
2
Question 2Structured · 4 marksA* challenge
The probability that a component is faulty is 0.1. Find the least number of components that must be tested so that the probability of finding at least one faulty component is greater than 0.95.
[4]
Show answers and mark scheme
Part
Answer and marking points
Marks
29
1 − (1 − 0.1)n > 0.95 (M1)(A1) solving (M1) 29 A1
4
Question 3Structured · 7 marks
In a large school, 35% of students walk to school. A random sample of 12 students is chosen. Let X be the number of these students who walk to school.
(a)
Find P(X = 4).
[2]
(b)
Find P(X ≥ 6).
[2]
(c)
Find the least number of students that must be sampled so that the probability that at least one of them walks to school is greater than 0.99.
[3]
Show answers and mark scheme
Part
Answer and marking points
Marks
(a)
0.237
X ~ B(12, 0.35) (M1) 0.237 A1
2
(b)
0.213
1 − P(X ≤ 5) (M1) 0.213 A1
2
(c)
11
1 − 0.65n > 0.99 (M1) n > 10.7 (A1) 11 A1
3
Question 4Structured · 6 marks
The probability that a seed germinates is 0.35. 12 seeds are planted.
(a)
Find the probability that exactly 4 germinate.
[2]
(b)
Find the probability that more than 4 germinate.
[2]
(c)
Find the expected number of seeds that germinate and the variance.
[2]
Show answers and mark scheme
Part
Answer and marking points
Marks
(a)
0.237
B(12, 0.35) (M1) 0.237 A1
2
(b)
0.417
1 − P(X ≤ 4) (M1) 0.417 A1
2
(c)
4.20; 2.73
E = 4.20 A1 Var = 2.73 A1
2
Question 5Structured · 6 marksA* challenge
A random variable X ~ B(n, p) has mean 4.8 and variance 2.88.
(a)
Find the value of p and the value of n.
[4]
(b)
Find P(X ≤ 4).
[2]
Show answers and mark scheme
Part
Answer and marking points
Marks
(a)
p = 0.4, n = 12
np = 4.8, np(1 − p) = 2.88 (M1) 1 − p = 0.6 A1 p = 0.4 A1 n = 12 A1
4
(b)
0.438
binomial CDF (M1) 0.438 A1
2
Question 6Structured · 4 marksA* challenge
The probability that a component is faulty is 0.2. Find the least number of components that must be tested so that the probability of finding at least one faulty component is greater than 0.95.
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