College

Determine the critical value for a left-tailed test of a population mean at the [tex]\alpha = 0.05[/tex] level of significance based on a sample size of [tex]n = 35[/tex]. Round to three decimal places.

A. 1.69
B. -1.691
C. 1.69
D. -2.728

Answer :

To solve this problem, follow these steps:

1. Since we are testing a population mean and the population standard deviation is unknown, we use the [tex]$t$[/tex]-distribution.

2. The sample size is [tex]$n = 35$[/tex], so the degrees of freedom (df) is calculated as:
[tex]$$
\text{df} = n - 1 = 35 - 1 = 34.
$$[/tex]

3. For a left-tailed test with a significance level of [tex]$\alpha = 0.05$[/tex], we need to find the [tex]$t$[/tex]-value such that the cumulative probability to the left of this value is [tex]$0.05$[/tex]. This means we are looking for the quantile [tex]$t_{0.05,34}$[/tex].

4. Consulting a [tex]$t$[/tex]-distribution table or using statistical software gives:
[tex]$$
t_{0.05,34} \approx -1.691.
$$[/tex]

5. Rounding to three decimal places, the critical value is [tex]$-1.691$[/tex].

Thus, the correct answer is:

B. [tex]$-1.691$[/tex]