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Q.The probability that a person speaks truth is 4/5. A coin is tossed and this person tells that the head has appeared. What is the probability that the head has actually appeared?

Uttarakhand UbseUttarakhand Board Intermediate (Class 12) 2019Subjective· 6mImportance★★★★★
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Main: P(head∣report head)=45P(\text{head}\mid\text{report head})=\dfrac45. OR: number of doublets in three throws follows B(3,16)B(3,\tfrac16) with P=125216,75216,15216,1216P=\tfrac{125}{216},\tfrac{75}{216},\tfrac{15}{216},\tfrac{1}{216}.

Main part. Let HH="head actually appears", TT="tail". P(H)=P(T)=12P(H)=P(T)=\tfrac12. Person speaks truth with prob 45\tfrac45, so

P(says head∣H)=45,P(says head∣T)=15.P(\text{says head}\mid H)=\frac45,\qquad P(\text{says head}\mid T)=\frac15.

By Bayes' theorem:

P(H∣says head)=P(H)P(says head∣H)P(H)P(says head∣H)+P(T)P(says head∣T).P(H\mid\text{says head})=\frac{P(H)P(\text{says head}\mid H)}{P(H)P(\text{says head}\mid H)+P(T)P(\text{says head}\mid T)}.

=12⋅4512⋅45+12⋅15=4/104/10+1/10=4/105/10=45.=\frac{\tfrac12\cdot\tfrac45}{\tfrac12\cdot\tfrac45+\tfrac12\cdot\tfrac15}=\frac{4/10}{4/10+1/10}=\frac{4/10}{5/10}=\frac45.

OR part. A doublet (same number on both dice) has probability p=636=16p=\dfrac{6}{36}=\dfrac16, q=56q=\dfrac56, n=3n=3. X∼B(3,16)X\sim B(3,\tfrac16): …

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