问题1(a)。如果A和B是与随机实验相关的互斥事件,使得P(A)= 0.4和P(B)= 0.5,则找出:
(i)P(AUB)
(ii)
(iii)
(iv)
解决方案:
A & B are mutually exclusive events,
Hence, P(A n B) = 0
(i) P(A U B) = P(A) + P(B) – P(A n B) -(A & B are mutually exclusive events hence P(A n B) = 0)
= 0.4 + 0.5 – 0
= 0.9
(ii)
= 1-0.9
= 0.1
(iii) = P(B) – P(A ∩ B)
= 0.5 – 0
= 0.5
(iv) = P(A) – P(A ∩ B)
= 0.4 – 0
= 0.4
问题1(b)。 A和B是两个事件,使得P(A)= 0.54,P(B)= 0.69和P(A∩B)= 0.35,然后找到:
(i)P(AUB)
(ii)
(iii)
(iv)
解决方案:
(i) P(A U B) = P(A) + P(B) – P(A ∩ B)
P(A U B) = 0.54 + 0.69 – 0.35
P(A U B) = 0.88
(ii) = 1 – P(A U B)
= 1-0.88
= 0.12
(iii) = P(A) – P(A ∩ B)
= 0.54-0.35
= 0.19
(iv) = P(B)-P(A ∩ B)
= 0.69-0.35
= 0.34
问题1(c)。填写下表中的空白
P(A) | P(B) | P(A ∩ B) | P(A U B) | |
i | 1/3 | 1/5 | 1/15 | — |
ii | 0.35 | — | 0.25 | 0.6 |
iii | 0.5 | 0.35 | — | 0.7 |
解决方案:
(i) P(A) = 1/3
P(B) = 1/5
P(A U B) = 1/15
P(A U B) = P(A) + P(B) – P(A ∩ B)
= 7/15
(ii) P(A) = 0.35
P(A ∩ B) = 0.25
P(A U B) = 0.6
P(A U B) = P(A) + P(B) – P(A ∩ B)
0.60 = 0.35 + P(B) – 0.25
0.60 – 0.35 + 0.25 = P(B)
P(B) = 0.50
= 0.50
(iii) P(A) = 0.5
P(B) = 0.35
P(A U B) = 0.7
P(A ∩ B) = P(A) + P(B) – P(A U B)
= 0.5 + 0.35 – 0.7
= 0.15
问题2. A和B是与随机实验相关的两个事件,即P(A)= 0.3,P(B)= 0.4,P(AUB)= 0.5。找出P(A∩B)?
解决方案:
P(A) = 0.3
P(B) = 0.4
P(A U B) = 0.5
P(A ∩ B) = P(A) + P(B) -P(A U B)
= 0.3+0.4 – 0.5
= 0.2
问题3. A和B是与随机实验相关的两个事件,即P(A)= 0.5,P(B)= 0.3,P(A n B)= 0.2。查找P(AUB)?
解决方案:
P(A) = 0.5
P(B) = 0.3
P(A U B) = 0.2
P(A U B) = P(A) + P(B) – P(A ∩ B)
= 0.5 + 0.3 – 0.2
= 0.6
问题4:A和B是与随机实验相关的两个事件,因此, = 0.5,P(AUB)= 0.8,P(A n B)= 0.3。找到P(B)?
解决方案:
P(A) = 1 –
= 1 – 0.5
= 0.5
By applying the addition theorem of probability-
P(A U B) = P(A) + P(B) – P(A ∩ B)
0.8 = 0.5 +P(B) – 0.3
0.8 = P(B) + 0.2
P(B) = 0.8 – 0.2
= 0.6
问题5. A和B是两个互斥的事件,因此P(A)= 1/2和P(B)= 1/3。找到P(A或B)?
解决方案:
A and B are two mutually exclusive events
Therefore, P(A ∩ B) = 0
P(A U B) = P(A) + P(B)
= 1/2 + 1/3
= 5/6
问题6.有三个事件A,B和C,其中一个必须且仅会发生。对A的赔率是8比3,对B的赔率是5比2,对C的赔率是多少?
解决方案:
/ P(A) = 8/3
1- P(A)/P(A) = 8/3 -( = 1 – P(A))
P(A) = 1 + 8/3 = 3/11 -(1)
Similarly, P(B) = 2/7 -(2)
A, B & C are mutually exclusive events
P(A U B U C) = P(S)
= P(A) + P(B) + P(C) = 1
= 3/11 + 2/7 + P(C) = 1
= 43/77 + P(C) = 1
= 1 – 43/77 = P(C)
= P(C) = 34/77
= = 1 – P(C)
= 43/77
Odds against C is =
: P(C) = 43/77 : 34/77
= 43 : 34
问题7.必须发生两个事件之一。考虑到一个人的机会是其他人的三分之二,是否找到其他人胜算的机会?
解决方案:
Let chance in favor of other be p,
So, therefore
p + 2/3p = 1
(5/3) * p = 1
p = (3/5)
Odds in favor of other will be:
= (2/5)/(3/5) = (3/2)
= 3 : 2
问题8.一张纸牌是从52张纸牌中随机抽取的。找到成为黑桃或国王的可能性了吗?
解决方案:
A card is drawn from well shuffled pack of 52 cards,
Hence, S(sample space) = 52C1
= 52 -(1)(n C r = n! / (n – r)!
n – number of items
r – how many times an item is taken)
Let A = event of choosing a card of spade
A = 13C1 -(a set of spade have 13 cards)
= 13 -(2)
Let B = event of choosing a king
B = 4C1 -(there are 4 kings in pack of 52 cards)
= 4 -(3)
We can also have an event where the king drawn is of spade,
Hence, P(A n B) = 1 -(4)
P(A U B) = P(A) + P(B) – P(A ∩ B)
= 13/52 + 4/52 – 1/52 -(From 1, 2, 3, 4)
= 18/52
= 4/13
问题9.在一次掷出两个骰子的情况下,找到既不是加倍也不是9的概率吗?
解决方案:
Two dices are thrown hence the sample space will be –
S = 6 2
= 36 -(1)
Let A be the event of choosing doublet –
A = {(1,1), (2,2), (3,3), (4,4), (5,5), (6,6)}
A = 6 -(2)
Let B be the event of choosing sum equal to 9
B = {(3,6), (4,5), (5,4), (6,3)}
B = 4 -(3)
Here event A and B can’t occur together i.e. sum is 9 and dice are doublet
Hence, P(A ∩ B) = 0 -(4)
Now,
P (A U B) = P(A) + P(B) – P(A ∩ B) -(From 1, 2, 3, 4)
= 6/36 + 4/36
= 10/36
= 5/18
Now, the probability that neither double nor the total is 9,
= 1 – P (A U B)
= 1 – 5/18
= 13/18
问题10.从500中随机选择一个自然数。一个数字被5或3整除的概率是多少?
解决方案:
Since a number is chosen from the first 500 natural numbers,
Hence, n(S) = 500 -(1)
Let A be event of choosing a number divisible by 3,
A = {3,6,9 ……………….., 498}
n(A) = 166 (t n = a + (n-1) *d
a = 3, d = 3, t n = 498
498 = 3 + (n -1)3
n = 166)
P(A) = 166/500 -(2)
Let B be the event of choosing a number divisible by 5,
B = {5,10,15,20. . . . . .495,500}
n(B) = 100
P(B) = 100/500 -(3)
We can also have a event where the number is divisible by 5 and 3
P(A n B) = {15,30,45. . . . 495}
n(A n B) = 33
P(A n B) = 33/500 -(4)
Now,
P(A U B) = P(A) + P(B) – P(A ∩ B)
= 166/500 + 100/500 – 33/500 -(From 1, 2, 3, 4)
= 233/500
问题11:一次掷两次骰子。这个数字之一出现3的概率是多少?
解决方案:
Two dice are thrown, Hence the sample space will be
n(S) = 36 -(1)
Let A be the event of getting 3 at first throw –
n(A) = 6
P(A) = 6/36
= 1/6 -(2) ((3,1), (3,2). . . (3,6))
Let B be the event of getting 3 at second throw-
n(B) = 6
P(B) = 6/36
= 1/6 -(3)
Also, P(A ∩ B) = 1/36 -(4)(A ∩ B = (3,3))
P(A U B) = P(A) + P(B) – P(A ∩ B)
=1/6 + 1/6 – 1/36 -(From 2, 3, 4)
= 11/36
问题12.从52张纸牌中抽取一张纸牌。发现它是黑桃还是国王?
解决方案:
There are 52 cards, Hence the sample space will be-
n(S) = 52 -(1)
Let A be the event of getting a Spade card
n(A) = 13 -(There are 13 spade cards in pack of 52 cards)
P(A) = 13/52
=1/4 -(2)
Let B be the event of getting a King
n(B) = 4 -(a pack of cards has 4 kings)
P(B) = 4/52
=1/13 -(3)
Also,
P(A ∩ B) = 1/52 -(4)(A ∩ B = A king of spade)
P(A U B) = P(A) + P(B) – P(A ∩ B)
= 1/4 + 1/13 – 1/52 -(From 2, 3, 4)
= 4/13
问题13.学生通过英语和印地语的概率为0.5,而未通过英语和印地语的概率为0.1。如果通过英语的概率为0.75,那么通过印地语考试的概率是多少?
解决方案:
Let E be the event of passing in the English exam –
P(E) = 0.75 -(1)
Let H be the event of passing in the Hindi exam –
P(H) = ?
The probability that a student will pass in English and Hindi is 0.5,
Hence, P(E n H) = 0.5 – (2)
The probability that will pass in neither is 0.1,
Hence,
= 0.1
1 – P(E U H) =
P(E U H) = 1 – 0.1
= 0.9 -(3)
Now,
P(E U H) = P(E) + P(H) – P(E ∩ H)
0.9 = 0.75 + P(H) – 0.5 -(From 1, 2, 3)
P(H) = 0.65
问题14.从1到100中选择一个数字。找到该数字可被4或6整除的概率吗?
解决方案:
One number is chosen from 1 to 100,
Hence, the sample space is – n(S) – 100
Let A be the event of choosing a number divisible by 6;
n(A) = {6, 12, 18, 24. . . . 96}
= 25 -(use the T n term formula)
P(A) = 25/100
= 1/4 -(1)
Let B be the event of choosing a number divisible by 4;
n(B) = {4, 8, 12, 20. . . . 100}
= 25 -(use the T n term formula)
P(B) = 25/100
= 1/4 -(2)
Also, (A ∩ B) = {12,24,36. . . 96}
n(A ∩ B) = 8
P(A ∩ B) = 8/100 -(3)
P(A U B) = P(A) + P(B) – P(A∩ B)
= 1/4 + 1/4 – 8/100 -(From 1, 2, 3)
= 33/100