Exercise 13.3 answers: Probability
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Exercise 13.3
14 questions · page 431 of the book
Question 1
“An urn contains 5 red and 5 black balls. A ball is drawn at random, its colour is noted and is returned to the urn.” · p. 431
Open NCERT p. 431Matches NCERT’s answer
- Split by what the first ball was: red (chance 1/2) or black (chance 1/2).
- If the first was red, the urn now has 12 balls with 7 red, so the second is red with chance 7/12.
- If the first was black, the urn now has 12 balls with 5 red, so the second is red with chance 5/12.
- Total: (1/2)(7/12) + (1/2)(5/12) = 1/2.
Answer1/2
Watch this explained “An urn that changes between draws”, 12:50 into Partitioning the sample space, and totalling a probability across the parts
Question 2
“A bag contains 4 red and 4 black balls, another bag contains 2 red and 6 black balls.” · p. 431
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- Each bag is equally likely to be chosen: 1/2 each.
- Bag 1 gives red with chance 4/8 = 1/2; bag 2 gives red with chance 2/8 = 1/4.
- Chance of red overall = (1/2)(1/2) + (1/2)(1/4) = 3/8.
- By Bayes' theorem, P(bag 1 | red) = (1/2 × 1/2) ÷ 3/8 = 2/3.
Answer2/3
Watch this explained “Two bags, worked end to end”, 5:50 into Working back from an observed effect to the likelihood of each cause
Question 3
“Of the students in a college, it is known that 60% reside in hostel and 40% are day scholars (not residing in hostel).” · p. 431
Open NCERT p. 431Matches NCERT’s answer
- Two routes: hostel (chance 0.6) or day scholar (chance 0.4).
- A-grade chance along each route: 0.3 for hostel, 0.2 for day scholars.
- Chance of A grade overall = 0.6×0.3 + 0.4×0.2 = 0.18 + 0.08 = 0.26.
- By Bayes' theorem, P(hostel | A grade) = 0.18 ÷ 0.26 = 9/13.
Answer9/13
Watch this explained “Two bags, worked end to end”, 5:50 into Working back from an observed effect to the likelihood of each cause
Question 4
“In answering a question on a multiple choice test, a student either knows the answer or guesses.” · p. 431
Open NCERT p. 431Matches NCERT’s answer
- Two routes: knows the answer (chance 3/4) or guesses (chance 1/4).
- If he knows, he is certainly correct; if he guesses, he is correct with chance 1/4.
- Chance of being correct overall = 3/4×1 + 1/4×1/4 = 3/4 + 1/16 = 13/16.
- By Bayes' theorem, P(knows | correct) = (3/4) ÷ (13/16) = 12/13.
Answer12/13
Watch this explained “Honest three times in four”, 14:15 into Working back from an observed effect to the likelihood of each cause
Question 5
“A laboratory blood test is 99% effective in detecting a certain disease when it is in fact, present.” · p. 431
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- Two routes: has the disease (chance 0.001) or is healthy (chance 0.999).
- The test is positive with chance 0.99 along the disease route, and 0.005 along the healthy route.
- Chance of a positive test overall = 0.001×0.99 + 0.999×0.005 = 0.00099 + 0.004995 = 0.005985.
- By Bayes' theorem, P(disease | positive) = 0.00099 ÷ 0.005985 = 22/133.
Answer22/133 (about 16.5%)
Watch this explained “A rare condition and a good test”, 8:33 into Working back from an observed effect to the likelihood of each cause
Question 6
“There are three coins. One is a two headed coin … a biased coin that comes up heads 75% of the time” · p. 432
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- Each coin is equally likely to be picked: 1/3 each.
- Chance of heads along each route: 1 (two-headed), 3/4 (biased), 1/2 (fair).
- Chance of heads overall = (1/3)(1 + 3/4 + 1/2) = (1/3)(9/4) = 3/4.
- By Bayes' theorem, P(two-headed | heads) = (1/3×1) ÷ (3/4) = 4/9.
Answer4/9
Watch this explained “Three boxes and a gold coin”, 7:04 into Working back from an observed effect to the likelihood of each cause
Question 7
“An insurance company insured 2000 scooter drivers, 4000 car drivers and 6000 truck drivers.” · p. 432
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- Out of 12000 drivers, the chance of each type is 2000/12000, 4000/12000, 6000/12000 — that is 1/6, 1/3, 1/2.
- Accident chance along each route: 0.01 (scooter), 0.03 (car), 0.15 (truck).
- Chance of an accident overall = (1/6)(0.01) + (1/3)(0.03) + (1/2)(0.15) = 13/150.
- By Bayes' theorem, P(scooter | accident) = ((1/6)(0.01)) ÷ (13/150) = 1/52.
Answer1/52
Watch this explained “Three machines, one defective bolt”, 11:44 into Working back from an observed effect to the likelihood of each cause
Question 8
“machine A produced 60% of the items of output and machine B produced 40% of the items” · p. 432
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- Machine A makes 60% of items, Machine B makes 40%.
- Of A's items 2% are defective; of B's items 1% are defective.
- Chance an item is (from A and defective) = 60% × 2% = 1.2%.
- Chance an item is (from B and defective) = 40% × 1% = 0.4%.
- Total chance an item is defective = 1.2% + 0.4% = 1.6%.
- Chance it was made by B, given it is defective = 0.4% ÷ 1.6% = 1/4.
Answer1/4
Watch this explained “Three machines, one defective bolt”, 11:44 into Working back from an observed effect to the likelihood of each cause
Question 9
“probabilities that the first and the second groups will win are 0.6 and 0.4 respectively” · p. 432
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- First group wins with chance 0.6, second group wins with chance 0.4.
- If the first group wins, the chance of a new product is 0.7; if the second wins, it is 0.3.
- Chance of (first group wins and new product) = 0.6 × 0.7 = 0.42.
- Chance of (second group wins and new product) = 0.4 × 0.3 = 0.12.
- Total chance a new product is introduced = 0.42 + 0.12 = 0.54.
- Chance it was the second group, given a new product was introduced = 0.12 ÷ 0.54 = 2/9.
Answer2/9
Watch this explained “Three machines, one defective bolt”, 11:44 into Working back from an observed effect to the likelihood of each cause
Question 10
“If she gets a 5 or 6, she tosses a coin three times and notes the number of heads” · p. 432
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- Chance she rolls 1, 2, 3 or 4 = 4/6 = 2/3. Chance she rolls 5 or 6 = 2/6 = 1/3.
- If she rolled 1–4, she tosses one coin; chance of exactly one head = 1/2.
- If she rolled 5 or 6, she tosses three coins; chance of exactly one head out of three = 3 × (1/2)³ = 3/8.
- Chance of (rolled 1–4 and exactly one head) = 2/3 × 1/2 = 1/3.
- Chance of (rolled 5 or 6 and exactly one head) = 1/3 × 3/8 = 1/8.
- Total chance of exactly one head = 1/3 + 1/8 = 11/24.
- Chance she rolled 1, 2, 3 or 4, given exactly one head = (1/3) ÷ (11/24) = 8/11.
Answer8/11
Watch this explained “Two bags, worked end to end”, 5:50 into Working back from an observed effect to the likelihood of each cause
Question 11
“A is on the job for 50% of the time, B is on the job for 30% of the time” · p. 432
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- A works 50% of the time, B works 30%, C works 20%.
- A's defect rate is 1%, B's is 5%, C's is 7%.
- Chance of (defective and made by A) = 0.5 × 0.01 = 0.005.
- Chance of (defective and made by B) = 0.3 × 0.05 = 0.015.
- Chance of (defective and made by C) = 0.2 × 0.07 = 0.014.
- Total chance an item is defective = 0.005 + 0.015 + 0.014 = 0.034.
- Chance it was made by A, given it is defective = 0.005 ÷ 0.034 = 5/34.
Answer5/34
Watch this explained “Three machines, one defective bolt”, 11:44 into Working back from an observed effect to the likelihood of each cause
Question 12
“two cards are drawn and are found to be both diamonds” · p. 432
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- Before the card is lost, 13 of the 52 cards are diamonds, so the lost card is a diamond with chance 13/52 = 1/4, and not a diamond with chance 39/52 = 3/4.
- If the lost card was a diamond, 51 cards remain with 12 diamonds; the chance of drawing 2 diamonds from these is C(12,2)/C(51,2) = 66/1275.
- If the lost card was not a diamond, 51 cards remain with 13 diamonds; the chance of drawing 2 diamonds is C(13,2)/C(51,2) = 78/1275.
- Chance of (lost card diamond and drawing 2 diamonds) = 1/4 × 66/1275.
- Chance of (lost card not diamond and drawing 2 diamonds) = 3/4 × 78/1275.
- Total chance of drawing 2 diamonds = (1/4 × 66 + 3/4 × 78) / 1275 = 75/1275.
- Chance the lost card was a diamond, given 2 diamonds were drawn = (1/4 × 66/1275) ÷ (75/1275) = 11/50.
Answer11/50
Watch this explained “Two bags, worked end to end”, 5:50 into Working back from an observed effect to the likelihood of each cause
Question 13
“Probability that A speaks truth is 4/5. A coin is tossed. A reports that a head appears.” · p. 432
Open NCERT p. 432Checked by computer
- A speaks the truth with chance 4/5, so A lies with chance 1/5.
- The coin is fair, so it actually shows heads with chance 1/2 and tails with chance 1/2.
- A reports 'head' either by telling the truth after an actual head, or by lying after an actual tail.
- Chance of (actual head and A reports head) = 1/2 × 4/5 = 4/10.
- Chance of (actual tail and A reports head) = 1/2 × 1/5 = 1/10.
- Total chance A reports head = 4/10 + 1/10 = 5/10.
- Chance it was actually a head, given A reports head = (4/10) ÷ (5/10) = 4/5.
Answer4/5 — option (A)
Watch this explained “Honest three times in four”, 14:15 into Working back from an observed effect to the likelihood of each cause
Question 14
“A and B are two events such that A ⊂ B and P(B) ≠ 0” · p. 433
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- Since A ⊂ B, every outcome in A is also in B, so A ∩ B = A.
- By definition, P(A|B) = P(A ∩ B) / P(B) = P(A) / P(B).
- Because P(B) is at most 1, dividing P(A) by P(B) can only keep it the same or make it bigger.
- So P(A|B) = P(A)/P(B) ≥ P(A).
AnswerOption (C): P(A|B) ≥ P(A)
Watch this explained “The definition”, 5:06 into Being told one event happened shrinks the sample space you count against
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