Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

a. (4p) In programming language Python generate n= 15000 samples of RV X with Student t-distribution with (a + 10) degrees of freedom and plot

image text in transcribed

a. (4p) In programming language Python generate n= 15000 samples of RV X with Student t-distribution with (a + 10) degrees of freedom and plot a figure of dependence of standard deviation estimator (using generated data) on the number of samples (on x axis is the number of samples which goes from 1 to n). b. (5p) In programming language Python generate N = 15000 samples of RV (estimator of mathematical expectation of the above t-distributed RV) where each sample of the estimator is calculated using = 50(a + 1) samples from the mentioned t-distribution. Plot the normalized histogram of the obtained samples of the mean () and plot, on the same figure, the PDF which RV should (approximately) have based on the central limit theorem. n a. (4p) In programming language Python generate n= 15000 samples of RV X with Student t-distribution with (a + 10) degrees of freedom and plot a figure of dependence of standard deviation estimator (using generated data) on the number of samples (on x axis is the number of samples which goes from 1 to n). b. (5p) In programming language Python generate N = 15000 samples of RV (estimator of mathematical expectation of the above t-distributed RV) where each sample of the estimator is calculated using = 50(a + 1) samples from the mentioned t-distribution. Plot the normalized histogram of the obtained samples of the mean () and plot, on the same figure, the PDF which RV should (approximately) have based on the central limit theorem. n

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Sams Teach Yourself Beginning Databases In 24 Hours

Authors: Ryan Stephens, Ron Plew

1st Edition

067232492X, 978-0672324925

More Books

Students also viewed these Databases questions