In a clinic, the following procedure is applied: A biological sample obtained from the patient is an-alyzed for its metabolites and a diagnosis is made based on the test results. In each sample, from atotal of T metabolites, N metabolites with the highest levels are selected and investigated. M of the Tmetabolites are known disease biomarkers; at high levels these are associated with a particular disease.a. Find the probability distribution of X: the number of biomarkers observed in a test. (Hint: Thisis one of the common distributions. You may want to scan a catalog of common discrete distribu-tions“.)1000,b. What is the expected number of observed biomarkers, as a function of N, in a test if TМ — 20?c. What is the probability of observing at least 25 disease biomarkers in a test, if T = 1000, N = 100,M = 40? You can try to do this manually, or you may find it easier to use the relevant distributionfunctions in scipy.stats.

Discrete Random Variable: A discrete random variable is a variable whose values can be obtained by…

Answered: In a clinic, the following procedure is…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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1
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