A type of network router has a bandwidth total to first hardware failure called S expressed in terabytes. The random variable S is modeled by a distribution whose density is given by one of the following functions: f(s) = for S € [0,0] | with a single parameter 8. Consider the bandwidth total to failure T of the sequence of the two routers of the same type (one being brought up automatically when the first is broken). Express T in terms of the bandwidth total to failure of single routers S1 and S2. Formulate realistic assumptions about these random variables. Calculate the density function of the variable T. Given an experiment with the dual-router-system yielding a sample T₁, T2, ..., Tn, calculate the likelihood function for 8. Propose a transformation of this likelihood function whose maximum is the same and can be computed easily. An actual experiment is performed, the infrastructure team has obtained the bandwidth totals to failure given by the sequence $10 of numbers (225, 22, 18, 93, 61). Estimate the model-parameter with the maximum likelihood and compute the expectation of the bandwidth total to failure of the dual-router-system.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question

A type of network router has a bandwidth total to first hardware failure called ? expressed in terabytes. The random variable ? is modeled by a distribution whose density is given by one of the following functions:

fs(s) = 1/? for s [0,?]

with a single parameter ?. Consider the bandwidth total to failure ? of the sequence of the two routers of the same type (one being brought up automatically when the first is broken).
Express ? in terms of the bandwidth total to failure of single routers ?1 and ?2. Formulate realistic assumptions about these random variables. Calculate the density function of the variable ?. Given an experiment with the dual-router-system yielding a sample ?1 , ?2 , ..., ?? , calculate the likelihood function for ?. Propose a transformation of this likelihood function whose maximum is the same and can be computed easily.

An actual experiment is performed, the infrastructure team has obtained the bandwidth totals to failure given by the sequence ?10 of numbers (225, 22, 18, 93, 61). Estimate the model-parameter with the maximum likelihood and compute the expectation of the bandwidth total to failure of the dual-router-system.

A type of network router has a bandwidth total to first hardware failure called S expressed in terabytes.
The random variable S is modeled by a distribution whose density is given by one of the following
functions:
f(s)
=
Ө
for s € [0, 0]
SE
with a single parameter 8. Consider the bandwidth total to failure T of the sequence of the two routers of
the same type (one being brought up automatically when the first is broken).
Express T in terms of the bandwidth total to failure of single routers S1 and S2. Formulate realistic
assumptions about these random variables. Calculate the density function of the variable T. Given an
experiment with the dual-router-system yielding a sample T₁, T2, ..., Tn, calculate the likelihood function
for 8. Propose a transformation of this likelihood function whose maximum is the same and can be
computed easily.
An actual experiment is performed, the infrastructure team has obtained the bandwidth totals to failure
given by the sequence $10 of numbers (225, 22, 18, 93, 61). Estimate the model-parameter with the
maximum likelihood and compute the expectation of the bandwidth total to failure of the
dual-router-system.
Transcribed Image Text:A type of network router has a bandwidth total to first hardware failure called S expressed in terabytes. The random variable S is modeled by a distribution whose density is given by one of the following functions: f(s) = Ө for s € [0, 0] SE with a single parameter 8. Consider the bandwidth total to failure T of the sequence of the two routers of the same type (one being brought up automatically when the first is broken). Express T in terms of the bandwidth total to failure of single routers S1 and S2. Formulate realistic assumptions about these random variables. Calculate the density function of the variable T. Given an experiment with the dual-router-system yielding a sample T₁, T2, ..., Tn, calculate the likelihood function for 8. Propose a transformation of this likelihood function whose maximum is the same and can be computed easily. An actual experiment is performed, the infrastructure team has obtained the bandwidth totals to failure given by the sequence $10 of numbers (225, 22, 18, 93, 61). Estimate the model-parameter with the maximum likelihood and compute the expectation of the bandwidth total to failure of the dual-router-system.
Expert Solution
steps

Step by step

Solved in 3 steps with 34 images

Blurred answer
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman