We are given that a batch of products is produced by three different factories. The proportion of products from Factory 1 is 30%, from Factory 2 is 50%, and from Factory 3 is 20%. The defect rates for products from these three factories are 2%, 1%, and 1%, respectively. We want to find the probability that a randomly selected product from this batch is defective.

Probability and StatisticsProbabilityConditional ProbabilityLaw of Total Probability
2025/4/3

1. Problem Description

We are given that a batch of products is produced by three different factories. The proportion of products from Factory 1 is 30%, from Factory 2 is 50%, and from Factory 3 is 20%. The defect rates for products from these three factories are 2%, 1%, and 1%, respectively. We want to find the probability that a randomly selected product from this batch is defective.

2. Solution Steps

Let F1F_1, F2F_2, and F3F_3 represent the events that a product is from Factory 1, Factory 2, and Factory 3, respectively. Let DD be the event that a product is defective.
We are given the following probabilities:
P(F1)=0.30P(F_1) = 0.30
P(F2)=0.50P(F_2) = 0.50
P(F3)=0.20P(F_3) = 0.20
P(DF1)=0.02P(D|F_1) = 0.02
P(DF2)=0.01P(D|F_2) = 0.01
P(DF3)=0.01P(D|F_3) = 0.01
We want to find P(D)P(D), the probability that a randomly selected product is defective. We can use the law of total probability:
P(D)=P(DF1)P(F1)+P(DF2)P(F2)+P(DF3)P(F3)P(D) = P(D|F_1)P(F_1) + P(D|F_2)P(F_2) + P(D|F_3)P(F_3)
Substituting the given values:
P(D)=(0.02)(0.30)+(0.01)(0.50)+(0.01)(0.20)P(D) = (0.02)(0.30) + (0.01)(0.50) + (0.01)(0.20)
P(D)=0.006+0.005+0.002P(D) = 0.006 + 0.005 + 0.002
P(D)=0.013P(D) = 0.013

3. Final Answer

The probability that a randomly selected product from this batch is defective is 0.013.

Related problems in "Probability and Statistics"

The interquartile range (IQR) of a distribution is given as 7. The 25th percentile (Q1) is given as ...

StatisticsInterquartile RangePercentilesData Analysis
2025/4/10

We are asked to find the probability of selecting a green ball from a box. We are provided with mult...

ProbabilityConditional ProbabilityIncomplete InformationMultiple Choice
2025/4/10

We are given a probability problem where two balls are selected at random, one after the other, with...

ProbabilityIndependent EventsWith Replacement
2025/4/10

The problem asks us to calculate the standard deviation of the numbers 15, 21, 17, 26, 18, and 29, g...

Standard DeviationStatisticsData Analysis
2025/4/10

The problem consists of two parts. Part 1: Given $P(\overline{A}) = 0.3$, $P(B) = 0.4$, and $P(A \ca...

Conditional ProbabilitySet TheoryProbability Rules
2025/4/10

The problem provides a table showing the distribution of marks scored by students. The marks range f...

MeanInterquartile RangeProbabilityData AnalysisFrequency Distribution
2025/4/10

A machine has a 95% chance of being properly adjusted each morning. When properly adjusted, the prod...

Bayes' TheoremConditional ProbabilityProbabilityTotal Probability
2025/4/10

We are given that out of 120 customers, 45 bought both bags and shoes. All customers bought either b...

Venn DiagramsSet TheoryProbabilityWord Problems
2025/4/10

We need to prove the Law of Total Probability, which states that if events $B_1, B_2, ..., B_n$ form...

ProbabilityLaw of Total ProbabilityConditional ProbabilitySet Theory
2025/4/9

The image provides a formula for calculating the probability of an event $A$, denoted as $P(A)$, usi...

ProbabilityLaw of Total ProbabilityConditional ProbabilityEvents
2025/4/9