Let X = = Σ" X;. X₁. j=1 0 Explain why X converges in probability to 0+1*
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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Transcribed Image Text:Let \(\overline{X} = \frac{1}{n} \sum_{j=1}^{n} X_j\).
Explain why \(\overline{X}\) converges in probability to \(\frac{\theta}{\theta + 1}\).
![**Text Transcription for Educational Website:**
Let \( X_1, X_2, \ldots, X_n \) be a random sample from a population with cumulative distribution function
\[ F(x) = x^\theta, \quad 0 < x < 1. \]
You may assume the unknown parameter \(\theta > 0\).](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff72dbd1a-89a3-4722-b0fb-ff5be11bbf8a%2Fff9e5138-4ba4-4366-8853-2e94ba66f587%2Fiqk60i_processed.png&w=3840&q=75)
Transcribed Image Text:**Text Transcription for Educational Website:**
Let \( X_1, X_2, \ldots, X_n \) be a random sample from a population with cumulative distribution function
\[ F(x) = x^\theta, \quad 0 < x < 1. \]
You may assume the unknown parameter \(\theta > 0\).
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