Civil Engineering (CE) Exam > Civil Engineering (CE) Questions > To use Gumbel’s method to estimate the ...
Start Learning for Free
To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficient
- a)mean and standard deviation
- b)mean, and standard deviation and length of record
- c)standard deviation and length of record
- d)mean, standard deviation and coefficient of skew
Correct answer is option 'B'. Can you explain this answer?
| FREE This question is part of | Download PDF Attempt this Test |
Most Upvoted Answer
To use Gumbel’s method to estimate the magnitude of a flood with...
To use Gumbel, you need to understand its concept and the mathematical equations behind it. Gumbel is a probability distribution commonly used in statistics and probability theory to model extreme events or values. It is often used in fields such as hydrology, economics, and environmental science.
The Gumbel distribution has two parameters: location (μ) and scale (β). The location parameter determines the center or mean of the distribution, while the scale parameter controls the spread or variability. The Gumbel distribution is typically defined for the maximum values of a dataset, but it can also be used for minimum values by using a reflection transformation.
To use Gumbel, you would follow these steps:
1. Collect the dataset or determine the maximum values that you want to model using the Gumbel distribution.
2. Estimate the parameters of the Gumbel distribution (location and scale) from the dataset using a method such as maximum likelihood estimation or the method of moments.
3. Once you have estimated the parameters, you can generate random samples from the Gumbel distribution using various methods, such as inverse transform sampling or the Gumbel generator algorithm.
4. You can then use the generated samples to analyze and simulate extreme events or values based on the Gumbel distribution.
In addition to generating random samples, you can also calculate various statistics and probabilities associated with the Gumbel distribution, such as the mean, variance, quantiles, and cumulative distribution function.
Many statistical software packages, such as R, Python (using libraries like scipy or numpy), and MATLAB, provide functions to estimate Gumbel parameters, generate random samples, and perform calculations related to the Gumbel distribution. These functions make it easier to use Gumbel in your statistical analysis and modeling tasks.
It's important to note that Gumbel may not always be the appropriate distribution for your data, so it's always recommended to assess the goodness of fit and consider other distributions if necessary.
The Gumbel distribution has two parameters: location (μ) and scale (β). The location parameter determines the center or mean of the distribution, while the scale parameter controls the spread or variability. The Gumbel distribution is typically defined for the maximum values of a dataset, but it can also be used for minimum values by using a reflection transformation.
To use Gumbel, you would follow these steps:
1. Collect the dataset or determine the maximum values that you want to model using the Gumbel distribution.
2. Estimate the parameters of the Gumbel distribution (location and scale) from the dataset using a method such as maximum likelihood estimation or the method of moments.
3. Once you have estimated the parameters, you can generate random samples from the Gumbel distribution using various methods, such as inverse transform sampling or the Gumbel generator algorithm.
4. You can then use the generated samples to analyze and simulate extreme events or values based on the Gumbel distribution.
In addition to generating random samples, you can also calculate various statistics and probabilities associated with the Gumbel distribution, such as the mean, variance, quantiles, and cumulative distribution function.
Many statistical software packages, such as R, Python (using libraries like scipy or numpy), and MATLAB, provide functions to estimate Gumbel parameters, generate random samples, and perform calculations related to the Gumbel distribution. These functions make it easier to use Gumbel in your statistical analysis and modeling tasks.
It's important to note that Gumbel may not always be the appropriate distribution for your data, so it's always recommended to assess the goodness of fit and consider other distributions if necessary.
Attention Civil Engineering (CE) Students!
To make sure you are not studying endlessly, EduRev has designed Civil Engineering (CE) study material, with Structured Courses, Videos, & Test Series. Plus get personalized analysis, doubt solving and improvement plans to achieve a great score in Civil Engineering (CE).
|
Explore Courses for Civil Engineering (CE) exam
|
|
Similar Civil Engineering (CE) Doubts
Top Courses for Civil Engineering (CE)View all
To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer?
Question Description
To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? for Civil Engineering (CE) 2024 is part of Civil Engineering (CE) preparation. The Question and answers have been prepared according to the Civil Engineering (CE) exam syllabus. Information about To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? covers all topics & solutions for Civil Engineering (CE) 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer?.
To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? for Civil Engineering (CE) 2024 is part of Civil Engineering (CE) preparation. The Question and answers have been prepared according to the Civil Engineering (CE) exam syllabus. Information about To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? covers all topics & solutions for Civil Engineering (CE) 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer?.
Solutions for To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? in English & in Hindi are available as part of our courses for Civil Engineering (CE).
Download more important topics, notes, lectures and mock test series for Civil Engineering (CE) Exam by signing up for free.
Here you can find the meaning of To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of
To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer?, a detailed solution for To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? has been provided alongside types of To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? theory, EduRev gives you an
ample number of questions to practice To use Gumbel’s method to estimate the magnitude of a flood with a return period of T years, the following data pertaining to annual flood series are sufficienta)mean and standard deviationb)mean, and standard deviation and length of recordc)standard deviation and length of recordd)mean, standard deviation and coefficient of skewCorrect answer is option 'B'. Can you explain this answer? tests, examples and also practice Civil Engineering (CE) tests.
|
|
Explore Courses for Civil Engineering (CE) exam
|
|
Suggested Free Tests
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
|
© EduRev
|
Education Revolution
|
Follow Us
|
Signup to see your scores
go up within 7 days!
Access 1000+ FREE Docs, Videos and Tests
Takes less than 10 seconds to signup