A model for lifetimes, with a bathtub-shaped hazard rate, is the ex- ponential power distribution with survivai function S(x) = exp{1 exp((A.x)"]}. – (a) If a = 0.5, show that the hazard rate has a bathtub shape and find the time at which the hazard rate changes from decreasing to increasing. (b) If a = 2, show that the hazard rate of x is monotone increasing.
Q: The number of phone calls received at a 911 station appears to fit a lognormal distribution. L The…
A:
Q: Suppose X1, . . . , Xn ∼ Exponential(λ) is a set of n observations drawn independently from an…
A: Hey there! Thank you for posting the question. Since your question has more than 3 parts, we are…
Q: Eastern gray squirrels move around their birth sites to a territorial vacancy. Let X be the distance…
A:
Q: A machinery depreciated by 40% in the first year, 25 per cent in the second and 10% p.a. during the…
A:
Q: Define the asymptotically efficient GMM (Generalized method of moments) estimator?
A:
Q: A mass-production line manufactures electrical heating elements with lifespans X; which have…
A: Since, you have posted a question with multiple sub-parts, as per our guidelines, we have provided…
Q: Determine moment generation function of the Exponential distribution.
A:
Q: The slope of the normal line f graph flu)--E at x =1 is:
A:
Q: Suppose that a stock's daily log price follows a Random Walk 1 with drift. If we observe a series of…
A: Given information: It is given that a stock’s daily log price follows a Random walk 1 with a drift.
Q: It is known to show an exponential distribution where the average lifespan of a type of CPU is eight…
A:
Q: It is known to show an exponential distribution where the average lifespan of a type of CPU is seven…
A:
Q: The life (in years) of a certain type of electrical switch has an exponential distribution with an…
A:
Q: The flow in a river can be modeled as a log-normal distribution. From the data, it was estimated…
A: According to the given question, the flow in a river can be modeled as a log-normal distribution.…
Q: 7. The time (in seconds) a web server needs to wait before the next query is exponentially…
A: Generally, the marginal distribution consists of a set of data of random variables which is the…
Q: The random variable X is exponentially distributed, where X represents the waiting time to see a…
A: Introduction: Denote X as the waiting time during a meteor shower, to observe a shooting star. It is…
Q: The operator of a pumping station has observed that demand for water during early afternoon hours…
A:
Q: The digestion time in hours of a fixed amount of food is exponentially distributed with a mean of 1…
A: The exponential density function is,
Q: Show that if ν > 2, the chi-square distribution has arelative maximum at x = ν − 2. What happens…
A:
Q: The time between calls to a corporate office is exponentially distributed with a mean of 0.2 hours.…
A:
Q: For a continuous pdf, the probability of an exact value can be found . Is this true or false ?
A: Statement: For a continuous pdf, the probability of an exact value can be found The continuous…
Q: Suppose X1, . . . , Xn ∼ Exponential(λ) is a set of n observations drawn independently from an…
A: Reviewing information, X1 , ⋯⋯ , Xn ~iid Exp(λ) The pdf is, f(xi ;λ)= λ·e-λ·xi
Q: Q3 A washing machine is advertised as having more than 10-year life. If its pdf is given by 40 (a)…
A: From the given information, f(t)=151+140t-3, t>=0 a) The reliability for the next 10 years if it…
Q: Suppose we believe that the life length 'T (in hours) of light bulb is exponentially distributed…
A:
Q: A room is equipped with four led light bulbs. The lighting system is programmed so that one led bulb…
A: From the given information, A room is equipped with four led light bulbs. The lifetime of each bulb…
Q: The lifetime of a certain type of TV remote control is given by Y . Suppose Y has approximately…
A: For a continuous random variable X, which follows exponential distribution, the probability density…
Q: Suppose that the length of a phone call in minutes follows exponential distribution with parameter…
A:
Q: When I go swimming, the distance in meters that I can swim before getting cramp in one of my hands…
A: We have given that the parameter of an exponential distribution is given as \lambdaλ, which…
Q: 6. Show that a gamma distribution with a > 1 has a relative maximum at x = (a- 1)ß. What happens…
A: Relative maximum =? For a gamma distribution for alpha>1
Q: The time between process problems in a manufacturing line is exponentially distributed with a mean…
A:
Q: What is the dirac delta "spike" function defined as?
A: Definition of Direct delta function:- The direct delta is defined as δ(x)=∞ if x=00…
Q: McNeese is determining the staffing level for their credit union located within the university, and…
A: Please find the explanation below. This is M/M/S queue model Arrival rate is 6 per hour Service…
Q: by the exponential distribution with parameter 4. What is the probability that a major repair occurs…
A: Let x be the random variable that indicates time before a major repair of a washing machine which…
Q: An insurer insures a risk for which individual claim sizes (in £000s) have mean 500 and standard…
A: Given , E(x) = 500 standard deviation = 250 Var(x) =2502
Q: The time intervals between successive particle arrivals at a counter generate an ordinary renewal…
A: GivenThe time intervals between successive particle arrivals at a counter. After 10 particles the…
Q: A random sample of size n = 225 is to be taken from an exponential population with θ = 4. Based on…
A: Central Limit Theorem for mean: If a random sample of size n is taken from a population having mean…
Q: The time between calls to a corporate office is exponentially distributed with a mean of 0.2 hours.…
A:
Q: At a train station, there are 7 ticket vending machines. Customers form a single waiting line to buy…
A: Given information: Number of Vending machines=c=7 Arrvival time=1.6 minutesλ=11.6 per…
Q: Show that a gamma distribution with α > 1 has a rel-ative maximum at x = β(α − 1). What happens…
A: Let,
Q: It is known to show an exponential distribution where the average lifespan of a type of CPU is ten…
A:
Q: The time intervals between cars that successively pass a toll booth have an exponential distribution…
A: Exponential distribution is the type of continuous distribution. It has only one parameter and it is…
Q: Use the exponential smoothing method with ALPHA = 0.3 to forecast the %3D price of this stock for…
A: S no Forecast MAPE (Expp smoothing) 98.502 0.487
Q: If the total depreciation after 1 year and 2 years in an equipment are 21,776 and 36,153…
A: We have to find salvage value
Q: Suppose X has a lognormal distribution with parameters mu = 1.5 and sigma = 0.2 . Find the 33rd…
A: Solution: Let X has lognormal distribution with parameters μ=1.5 and σ=0.2 X~LN(μ=1.5, σ=0.2) Y=…
Q: Suppose that n observations are chosen at random from a continuous pdf fY(y). What is the…
A: Suppose that n observations are chosen at random from a continuous distribution with a PDF fY(y)…
Q: The profits of a small company for each of the first five years of itsoperation are given in the…
A: Average rate of change of y = f(x) over [a, b] is, AR=fb-fab-a
Q: Suppose beginnin. Interest Also, wl years ag
A: According to the given information, it is required to find the number of years from when the…
Q: Suppose that the longevity X of a light bulb is exponential with a mean lıfetime of eight years. If…
A: Hello! As you have posted 2 different questions, we are answering the first question. In case you…
Q: The density function of the time to failure of a household appliance is /0)- 32 .Determine the…
A: The solution is as follows,
Trending now
This is a popular solution!
Step by step
Solved in 2 steps with 2 images
- Suppose X1, . . . , Xn ∼ Exponential(λ) is a set of n observations drawn independently from an Exponential distribution.(a) Write out the likelihood function. (b) Write out the log-likelihood function. (c) Find the score function by taking the partial derivative of the log-likelihood function. (d) Set the score function equal to zero and solve for the parameter λ. (e) Take the second partial derivative of the score function. (f) Check to make sure this value is negative to ensure that the log-likelihood function is concave down.Show that a gamma distribution with α > 1 has a rel-ative maximum at x = β(α − 1). What happens when 0 <α< 1 and when α = 1?The time intervals between cars that successively pass a toll booth have an exponential distribution with a mean of 8 minutes. Find a time interval t in minutes such that we can be 95% sure that the time interval between two successive cars passing through the toll booth will be greater than t. Round to 2 decimal places
- The lifetime of a certain type of TV remote control is given by Y . Suppose Y has approximately exponential distribution with mean 8 years. c) What should the warranty period for these remote controls be if the manufacturer wants 85% of the remote controls to last beyond the warranty period? d) What is the moment generating function of Y.Suppose that the length of a phone call in minutes follows exponential distribution with parameter λ=8. If some one comes ahead of you in queue of telephone booth, then find the probability that you have to wait between 10 and 20 minutes.b) Explain how X can be related to the exponential distribution by using a moment generating function argument.
- The random variable X is exponentially distributed, where X represents the waiting time to see a shooting star during a meteor shower. If X has an average value of 45 seconds, what are the parameters of the exponential distribution?In an effort to make the distribution of income more nearly equal, the government of a country passes a tax law that changes the Lorenz curve from y = 0.97x2.1 for one year to y = 0.35x2 + 0.65x for the next year. Find the Gini coefficient of income for both years. (Round your answers to three decimal places.) before afterDetermine the equation of the normal line to the graph of the function in the picture at x=1.
- The operator of a pumping station has observed that demand for waterduring early afternoon hours has an approximately exponential distribution with mean 1000cfs (cubic feet per second).a) Find the probability that the demand will exceed 700 cfs during the early afternoonon a randomly selected day.b) What water-pumping capacity should the station maintain during early afternoons sothat the probability that demand will be below the capacity on a randomly selectedday is 0.995?c) Of the three randomly selected afternoons, what is the probability that on at least twoafternoons the demand will exceed 700 cfs? 2. Let Y1 and Y2 be random variables with joint density functionf(y1, y2) = (6/7(y^2+y1y2/2) 0 < y1 < 1, 0 < y2 < 2,0, elsewherea) Find marginal density functions. Are Y1 and Y2 independent?b) Find P(0 < Y1 < 0.3, −2 < Y2 < 1).c) Find P(0.6 < Y1 < 1|0 < Y2 < 1). 3.The joint density function of Y1 and Y2 is given byf(y1, y2) = (y1 + y2), 0 <…Assume that the time it takes for bacterial growth on a dairy product after it is taken out of fridge follows an Exponential distribution with a mean of 10 minutes. What is the probability that bacterial growth will not happen in 15 minutes if the dairy product has already been out of the fridge for 10 minutes?Suppose X has a lognormal distribution with parameters mu = 1.5 and sigma = 0.2 . Find the 33rd percentile?