Statistics: Informed Decisions Using Data (4th Edition)

Published by Pearson
ISBN 10: 0321757270
ISBN 13: 978-0-32175-727-2

Chapter 12 - Section 12.1 - Assess Your Understanding - Applying the Concepts - Page 598: 29e

Answer

$X^2\lt X_α^2$: the null hypothesis is not rejected. There is not enough evidence to conclude that the distribution for the number of rocket hits can not be modeled by a Poisson random variable.

Work Step by Step

$H_0:$ the distribution for the number of rocket hits can be modeled by a Poisson random variable. $H_1:$ the distribution for the number of rocket hits can not be modeled by a Poisson random variable. Total: 576 rockets $E(0)=226.7136$ $E(1)=211.3926$ $E(2)=98.5536$ $E(3)=30.6432$ $E(4~or~more~hits)=8.6976$ $X^2=Σ\frac{(O_i-E_i)^2}{E_i}=\frac{(229-226.7136)^2}{226.7136}+\frac{(211-211.3926)^2}{211.3926}+\frac{(93-98.5536)^2}{98.5536}+\frac{(35-30.6432)^2}{30.6432}+\frac{(8-8.6976)^2}{8.6976}=1.012$ $k=5$. So, $d.f.=5-1=4$ $X_α^2=X_{0.05}^2=9.488$ (According to Table VII, for d.f. = 4 and area to the right of critical value = 0.05) Since $X^2\lt X_α^2$, we do not reject the null hypothesis.
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