Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Inferential Statistics

Question:

Consider the following hypothesis test:

$Н_0: μ = 18$

$H_a: μ≠18$

A sample of 48 provided a sample mean $\bar x = 17$ and a sample standard deviation $S = 4.5$. What is the rejection rule using the critical value? What is your conclusion? $(α = 0.05)$

Options:

Reject $H_0$ if $t<2.012$. Since $t=−1.54$, reject $H_0$.

Reject $H_0$ if $t>-2.012$. Since $t=−1.54$, fail to reject $H_0$.

Reject $H_0$ if $t<2.122$. Since $t=−1.50$, reject $H_0$.

Reject $H_0$ if $t>-2.122$. Since $t=1.54$, fail to reject $H_0$.

Correct Answer:

Reject $H_0$ if $t>-2.012$. Since $t=−1.54$, fail to reject $H_0$.

Explanation:

The correct answer is Option (2) → Reject $H_0$ if $t>-2.012$. Since $t=−1.54$, fail to reject $H_0$.

Given $μ_0 = 18, n = 48, \bar x = 17, S = 4.5, α = 0.05$

$t =\frac{\bar x-μ_0}{S/\sqrt{n}}=\frac{17-18}{4.5/\sqrt{48}}$

$=\frac{-1×\sqrt{48}}{4.5}= -1.54$

$∴ t = -1.54$

and degrees of freedom $= 48-1 = 47$

Reject $H_0$ if $t≤-t_{α/2}$ or $t≥t_{α/2}$.

Here, $t = -1.54$ and $t_{α/2} = 0.025$

From the table, $t_{0.025} = 2.012$ with $df = 47$

$∵ -1.54 > -2.012$

So, do not reject $H_0$.