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Probabilitas

Probabilitas Bersyarat dengan Kelereng

Sebuah kantong berisi 5 kelereng merah dan 3 kelereng biru. Dua kelereng diambil tanpa penggantian. Diberikan bahwa setidaknya satu kelereng berwarna merah, temukan probabilitas bahwa keduanya berwarna merah menggunakan rumus probabilitas bersyarat P(A|B) = P(A∩B)/P(B).

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Didukung oleh

Y Combinator

Ditampilkan di

Forbes

Problem

A bag contains 55 red marbles and 33 blue marbles, and two marbles are drawn without replacement; given that at least one marble is red, find the probability that both marbles are red.

Step 1: Find P(both red)P(\text{both red})

The two red-draw path is RRRR, so

P(RR)=5847=2056=1028.P(RR)=\dfrac{5}{8}\cdot\dfrac{4}{7}=\dfrac{20}{56}=\dfrac{10}{28}.

Step 2: Find P(at least one red)P(\text{at least one red})

Use the complement event "no red at all," which is BBBB:

P(BB)=3827=656=328.P(BB)=\dfrac{3}{8}\cdot\dfrac{2}{7}=\dfrac{6}{56}=\dfrac{3}{28}.

So the probability of at least one red is

P(at least one red)=1328=2528.P(\text{at least one red})=1-\dfrac{3}{28}=\dfrac{25}{28}.

Step 3: Apply conditional probability

Using P(AB)=P(AB)P(B)P(A\mid B)=\dfrac{P(A\cap B)}{P(B)} with A=A= "both red" and B=B= "at least one red",

P(both redat least one red)=10/2825/28=1025=25.P(\text{both red}\mid \text{at least one red})=\dfrac{10/28}{25/28}=\dfrac{10}{25}=\dfrac{2}{5}.

Answer

The probability is 25\dfrac{2}{5}.

Konsep

Conditional Probability

The probability of event BB occurring given that event AA has already occurred, written P(BA)P(B|A). Can be calculated from a formula or read from a two-way frequency table.

Compound Probability

Calculating probabilities of compound events using the addition rule (P(AB)P(A \cup B)) and multiplication rule (P(AB)P(A \cap B)). Events may be independent (one does not affect the other) or dependent.

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