VIPSolutions logo ✨ VIPSolutions

Give step-by-step solution with explanation and final answer: Act like a helpful tutor and exlain me :A speaks truth 75% of the time, B speaks truth 60% of the time. Both make a statement that a certain event occurred. Find the probability that the event actually occurred, assuming they speak independently.

Question:

Give step-by-step solution with explanation and final answer: Act like a helpful tutor and exlain me :Uploaded ImageA speaks truth 75% of the time, B speaks truth 60% of the time. Both make a statement that a certain event occurred. Find the probability that the event actually occurred, assuming they speak independently.

This is AI generated Response.
Asked by: Alok Kumar
Created at: 2026-02-04 17:52:08

Final Answer:

Rendered Raw Text
Did you like this answer?
Let's solve the problem step-by-step. --- ## **Step 1: Assign Probabilities** Let: - \( E \): The event actually occurred. - \( A \): A says the event occurred. - \( B \): B says the event occurred. Given: - Probability A speaks truth = \( P(A_T) = .75 \) - Probability B speaks truth = \( P(B_T) = .60 \) Assume both speak independently. --- ## **Step 2: Conditional Probabilities** - If the event **actually occurred** (\( E \)): - Probability both say it occurred: \( .75 \times .60 = .45 \) - If the event **did NOT occur** (\( \bar{E} \)): - Probability both lie (i.e., both say it **did** occur when it did **not**): - Probability A lies: \( 1 - .75 = .25 \) - Probability B lies: \( 1 - .60 = .40 \) - Both lie: \( .25 \times .40 = .10 \) --- ## **Step 3: Required Probability** We want: **Probability that the event actually occurred, given both say it occurred.** This is \( P(E \mid \text{both say event occurred}) \). By Bayes' theorem: \[ P(E \mid \text{both say occurred}) = \frac{P(\text{both say occurred} \mid E) \cdot P(E)}{P(\text{both say occurred})} \] Assume **no bias** about whether the event occurs, so \( P(E) = .5 \) (if not given, it's standard to assume this). --- ### **Calculate Numerator** \[ P(\text{both say occurred} \mid E) \cdot P(E) = .45 \times .5 = .225 \] --- ### **Calculate Denominator** \[ P(\text{both say occurred}) = P(\text{both say occurred} \mid E)P(E) + P(\text{both say occurred} \mid \bar{E})P(\bar{E}) \] \[ = (.45 \times .5) + (.10 \times .5) = .225 + .05 = .275 \] --- ### **Final Calculation** \[ P(E \mid \text{both say occurred}) = \frac{.225}{.275} = \frac{225}{275} = \frac{9}{11} \] --- ## **Final Answer** \[ \boxed{\frac{9}{11}} \] or approximately \[ \boxed{.818} \] --- ### **Explanation** - **Both speaking truth** when the event occurs: .75 × .60 = .45. - **Both lying** when the event does **not** occur: .25 × .40 = .10. - Use Bayes to compute the probability that the event really happened, given both say so. Let me know if you'd like a deeper breakdown on any step!

📢 Instructions:

  • Ask anything relatd to above question only.
  • For new Question goto :

Study Help, Fast Answers

VIPSolutions focuses on clear, step‑by‑step explanations so you can learn quickly. Whether you need an AI‑generated walkthrough or a short hint to get unstuck, each solution is organized for fast reading and easy review later.

Search similar questions, compare approaches, and bookmark the best answers for revision. Our goal is simple: quick, reliable study help that feels natural—not noisy.