Random sample from a poisson distribution

Assignment Help Basic Statistics
Reference no: EM13993273

1. Let X., X2 , • • • , X11 be a random sample from a Poisson distribution with mean 0. Find the unbiased minimum variance estimator of 02.

2. We consider a random sample X1 , X2 , • • • , X11 from a distribution with p.d.f./(x; ()) = (l/0) exp ( -x/0), 0 <>x <>oo, zero elsewhere, where O 0. Possibly, in a life testing situation, however, we only observe the first r order statistics, Y1 <>Y2 <>··· Yr-

(a) Record the joint p.d.f. of these order statistics and denote it by L(O).

(b) Under these conditions, find the m.l.e., 0, by maximizing L(O).

(c) Find the m.g.f. and p.d.f. of 0. .

(d) With a slight extension of the definition of sufficiency, is O a sufficient statistic?

(e) Find the unbiased minimum variance estimator for 0.

(f) Show that Y1 /8 and tJ are independent.

Reference no: EM13993273

Questions Cloud

Poisson distribution with parameter : 1. Let X have a Poisson distribution with parameter 0. Assume that the unknown O is a value of a random variable 0 that has a gamma distribution with parameters IX = r and fJ = (1 -p)/ p, where r is a positive integer and 0 p 1.
Estimate the current and future water demand : Based on the average property occupancy rate in this region, estimate the current population of this community - Estimate the current and future water demand for years 2025, 2035 and 2045.
Distribution with r degrees of freedom : Let X be N(O, 1/0). Assume that the unknown O is a value of a random variable 0 which has a gamma distribution with parameters IX = r/2 and fJ = 2/r, where r is a positive integer. Show that X has a marginal I-distribution with r degrees of freed..
Primary cause of heartburn and constipation : The primary cause of heartburn and constipation during pregnancy is
Random sample from a poisson distribution : 1. Let X., X2 , • • • , X11 be a random sample from a Poisson distribution with mean 0. Find the unbiased minimum variance estimator of 02.
Which of the following best describes exercise : Which of the following BEST describes exercise? Which of the following sports is the least likely to place a young girl or woman at risk for the female athlete triad
What is its kinetic energy in ev : If the position of a chlorine ion in a membrane is measured to an accuracy of 5.00 μm, what is its minimum uncertainty in velocity, given its mass is 5.86 x 10-26 kg? If the ion has this velocity, what is its kinetic energy in eV? (Compare this wi..
Why osteoporosis incidents in the united states : What is the primary reason why osteoporosis incidents in the United States are expected to increase
Problem regarding the degrees of freedom : (a) Argue that the ratio R = (X + Xi)/(Xi + · ··+ ..¥;) and its denomi­ nator (Xi + ··· + ..¥;) are independent. (b) Does SR/ 2 have an £-distribution with 2 and S degrees of freedom? Explain your answer. (c) Compute E(R) using Exercise 7.6..

Reviews

Write a Review

Basic Statistics Questions & Answers

  Test whether there is any change in iq after the training

Test whether there is any change in IQ after the training program (The absolute value of 1 for 4 degrees of freedom at 1% level for one-tailed and two tailed tests are 3.747 and 4.604 respectively)

  A sample of size 21 is taken and a significance test for

a sample of size 21 is taken and a significance test for h0 u 0 versus ha u doesnt equal 0 is run. the test

  Of those 48 couples were divorced or had filed for divorce

a sociologist wanted to study if divorce rates within the first year of marriage were any different in illinois than

  A random sample of 60 undergraduates of a large university

a random sample of 60 undergraduates of a large university found that 32 were in support of an activity fee increase.

  Two different alloys are being considered for making

two different alloys are being considered for making lead-free solder used in the wave soldering process for printed

  Calculate the probability of each digit

Use Benford's distribution to calculate the probability of each digit and record your results in the table above. Comment on how closely your distribution of first digits follows Benford's distribution. Why are they not exactly the same?

  If a production manager wanted to determine whether or not

if a production manager wanted to determine whether or not the first shift was processing more widgets than the second

  Theory and poisson process

Using the basic informaion from above: If there are no additional customers waiting (or walking up to the counter) when a particular customer begins her transaction, what is the probability that no one will be waiting in line when her transaction ..

  Association between mortality from cirrhosis

Perform a significance test to assess whether there is an association between mortality from cirrhosis of the liver and duration of employment in the group hired after 1945. Report a p- value.

  What is the probability the person is 18 to 34 years old

A student in statistics argues that the concepts of mutually exclusive events and independent events are really the same , and that if events are mutually exclusive they must be independent. Do you agree with this statement? Use the probability in..

  Determine whether each of the distributions given below

determine whether each of the distributions given below represents a probability distribution. justify your

  What is the difference between significance level and a

what is the difference between significance level and a p-value? explain in

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd