Theoretical probability, equally likely outcomes, cards, dice, and word problems
In Class 9, we studied experimental (empirical) probability based on actual experiments. In Class 10, we study theoretical (classical) probability based on equally likely outcomes.
P(E) = Number of outcomes favourable to E / Total number of equally likely outcomes
This formula is valid only when all outcomes are equally likely.
When you flip a fair coin, both heads and tails are equally likely. You don't need to flip it 1000 times ā you can mathematically say: P(Heads) = 1/2. That's theoretical probability! It's based on logic, not actual experiments.
Random Experiment: An experiment where outcome cannot be predicted with certainty. Example: tossing a coin, rolling a die.
Sample Space (S): The set of all possible outcomes of a random experiment.
Event (E): A subset of the sample space (one or more outcomes).
Elementary Event: An event with only one outcome.
Compound Event: An event with more than one outcome.
0 ⤠P(E) ⤠1
P(E) = 0 ā Impossible event (e.g., getting 7 on a die)
P(E) = 1 ā Sure/Certain event (e.g., getting a number <7 on a die)
P(E) + P(Ä) = 1 where Ä is the complementary event (E not occurring)
1 coin: S = {H, T} ā Total = 2 outcomes
2 coins: S = {HH, HT, TH, TT} ā Total = 4 outcomes
3 coins: S = {HHH, HHT, HTH, THH, HTT, THT, TTH, TTT} ā Total = 8 outcomes
n coins: Total outcomes = 2āæ
Q: Two unbiased coins are tossed. Find P(exactly one head).
S = {HH, HT, TH, TT} ā n(S) = 4
Favourable outcomes (exactly 1 head): HT, TH ā n(E) = 2
P(E) = 2/4 = 1/2
1 die: S = {1, 2, 3, 4, 5, 6} ā Total = 6 outcomes
2 dice: Total = 6 Ć 6 = 36 outcomes
For 2 dice, sample space is written as (dā, dā) ordered pairs.
Q: A die is thrown once. Find probability of getting: (a) a prime number, (b) a number divisible by 3.
S = {1,2,3,4,5,6}, n(S) = 6
(a) Prime numbers: 2, 3, 5 ā P = 3/6 = 1/2
(b) Divisible by 3: 3, 6 ā P = 2/6 = 1/3
Q: Two dice are thrown. Find P(sum = 7).
Favourable outcomes with sum 7: (1,6), (2,5), (3,4), (4,3), (5,2), (6,1) ā 6 outcomes
P(sum=7) = 6/36 = 1/6
4 suits: Hearts ā„ (red), Diamonds ⦠(red), Clubs ⣠(black), Spades ā (black)
Each suit has 13 cards: A, 2, 3, 4, 5, 6, 7, 8, 9, 10, J, Q, K
Face cards: J (Jack), Q (Queen), K (King) ā 3 per suit ā 12 total
Aces: 4 (one per suit)
Total: 52 cards
Q: One card is drawn from a well-shuffled pack. Find:
(a) P(red card) = 26/52 = 1/2
(b) P(face card) = 12/52 = 3/13
(c) P(ace of spades) = 1/52
(d) P(neither a king nor a queen) = (52ā4ā4)/52 = 44/52 = 11/13
Q: A bag contains 3 red, 5 black, and 7 white balls. A ball is drawn at random. Find probability that it is: (a) black, (b) not white.
Total balls = 3 + 5 + 7 = 15
(a) P(black) = 5/15 = 1/3
(b) P(not white) = (15ā7)/15 = 8/15
P(E) = n(E) / n(S)
Favourable / Total
0 ⤠P(E) ⤠1
P(impossible) = 0
P(certain) = 1
P(Ä) = 1 ā P(E)
1 coin: 2 outcomes
2 coins: 4 outcomes
1 die: 6 outcomes
2 dice: 36 outcomes
Cards: 52 outcomes