Question

2. A factory has a quality control standard that consists of randomly selecting 20 items produced daily and determining the number of defective units. If there are two or more defective units, manufacturing stops for an equipment inspection. It is known from experience that the probability that a produced item is defective is 5%. Find the probability that on any day production will stop when applying the standard.

78

likes
390 views

Answer to a math question 2. A factory has a quality control standard that consists of randomly selecting 20 items produced daily and determining the number of defective units. If there are two or more defective units, manufacturing stops for an equipment inspection. It is known from experience that the probability that a produced item is defective is 5%. Find the probability that on any day production will stop when applying the standard.

Expert avatar
Fred
4.4
118 Answers
Let's denote the random variable representing the number of defective items out of 20 selected as X . This random variable follows a binomial distribution with n = 20 and p = 0.05 .

The probability that there are 2 or more defective items can be found by calculating the complementary event, which is the probability that there are 0 or 1 defective items.

The probability of having 0 or 1 defective item can be calculated as follows:
P(X = 0) = \binom{20}{0} (0.05)^0 (0.95)^{20}
P(X = 1) = \binom{20}{1} (0.05)^1 (0.95)^{19}

Now, the probability of having 2 or more defective items is:
P(\text{2 or more defects}) = 1 - P(X=0) - P(X=1)

Calculating each part:
P(X=0) = \binom{20}{0} (0.05)^0 (0.95)^{20} = 0.3585
P(X=1) = \binom{20}{1} (0.05)^1 (0.95)^{19} \approx 0.3774

Therefore,
P(\text{2 or more defects}) = 1 - 0.3585 - 0.3774 = 0.2641

So, the probability that production stops on any day is \boxed{0.2641} .

Frequently asked questions (FAQs)
What is the measure, in degrees, of an angle of 3π/4 radians?
+
Math question: What is the unit vector in the direction of the vector (3, -4) in the xy-plane?
+
What is the measure of angle A in a right triangle with legs measuring 5cm and 12cm?
+
New questions in Mathematics
𝑦 = ( 𝑥2 − 3) (𝑥3 + 2 𝑥 + 1)
-11+29-18
All the liquid contained in a barrel is distributed into 96 equal glasses up to its maximum capacity. We want to pour the same amount of liquid from another barrel identical to the previous one into glasses identical to those used, but only up to 3/4 of its capacity. How many more glasses will be needed for this?
Analyze the following situation Juan is starting a new business, he indicates that the price of his product corresponds to p=6000−4x , where x represent the number of tons produced and sold and p It is given in dollars. According to the previous information, what is the maximum income that Juan can obtain with his new product?
calculate the area in square units of A rectangle with length 6cm and breadth 5cm
In the telephone exchange of a certain university, calls come in at a rate of 5 every 2 minutes. Assuming a Poisson distribution, the average number of calls per second is: a) 1/8 b) 1/12 c) 1/10 d) 2/5 e) 1/24
A triangular window has a base of 6 ft. and a height of 7 ft. What is its area?
Let A, B, C and D be sets such that | A| = |C| and |B| = |D|. Prove that |A × B| = |C × D|
You are the newly appointed transport manager for Super Trucking (Pty) Ltd, which operates as a logistics service provider for various industries throughout southern Africa. One of these vehicles is a 4x2 Rigid Truck and drawbar trailer that covers 48,000 km per year. Use the assumptions below to answer the following questions (show all calculations): Overheads R 176,200 Cost of capital (% of purchase price per annum) 11.25% Annual License Fees—Truck R 16,100 Driver Monthly cost R 18,700 Assistant Monthly cost R 10,500 Purchase price: - Truck R 1,130,000 Depreciation: straight line method Truck residual value 25% Truck economic life (years) 5 Purchase price: Trailer R 370,000 Tyre usage and cost (c/km) 127 Trailer residual value 0% Trailer economic life (years) 10 Annual License Fees—Trailer R 7,700 Fuel consumption (liters/100km) 22 Fuel price (c/liter) 2053 Insurance (% of cost price) 7.5% Maintenance cost (c/km) 105 Distance travelled per year (km) 48000 Truck (tyres) 6 Trailer (tyres) 8 New tyre price (each) R 13,400 Lubricants (% of fuel cost) 2.5% Working weeks 50 Working days 5 days / week Profit margin 25% VAT 15% Q1. Calculate the annual total vehicle costs (TVC)
Use the sample data and confidence level given below to complete parts​ (a) through​ (d). A drug is used to help prevent blood clots in certain patients. In clinical​ trials, among 4336 patients treated with the​ drug, 194 developed the adverse reaction of nausea. Construct a ​99% confidence interval for the proportion of adverse reactions.
Use a pattern approach to explain why (-2)(-3)=6
30y - y . y = 144
Solve equations by equalization method X-8=-2y 2x+y=7
What is 75 percent less than 60
A cell phone company offers two calling plans. Plan A: $20 per month plus 5 cents for each minute, or Plan B: $30 per month plus 3 cents for each minute. [2] Write an equation to describe the monthly cost (a) C (in $) in terms of the time m (in minutes) of phone calls when Plan A is applied.
36 cars of the same model that were sold in a dealership, and the number of days that each one remained in the dealership yard before being sold is determined. The sample average is 9.75 days, with a sample standard deviation of 2, 39 days. Construct a 95% confidence interval for the population mean number of days that a car remains on the dealership's forecourt
A multiple choice exam is made up of 10 questions; Each question has 5 options and only one of them is correct. If a person answers at random, what is the probability of answering only 3 good questions?
Evaluate ab+dc if a=56 , b=−34 , c=0.4 , and d=12 . Write in simplest form.
A 20-year old hopes to retire by age 65. To help with future expenses, they invest $6 500 today at an interest rate of 6.4% compounded annually. At age 65, what is the difference between the exact accumulated value and the approximate accumulated value (using the Rule of 72)?
Construct a set of six pieces of data with​ mean, median, and midrange of 67 and where no two pieces of data are the same.