commercials aired during prime time by the second station? Perform a two-tailed test. Then complete the parts below. Carry your intermediate computations to at least three decimal places. (If necessary, consult a list of formulas.) (a) State the null hypothesis Ho and the alternative hypothesis H₁. H:0 H₁ :0 (b) Determine the type of test statistic to use. (Choose one) ▼ (c) Find the value of the test statistic. (Round to three or more decimal places.) □ Η 3 |x X 5 a ☐☐ S 2 Un 0=0 OO 0<0 ☐

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### Statistical Analysis of Commercial Airtime Between Two Networks

The historical reports from two major networks indicated that the mean number of commercials aired during prime time was equal for both networks last year. To determine if this still holds, random and independent samples of 95 recent prime time airings from both networks were analyzed. Network 1 aired an average of 110.8 commercials with a standard deviation of 4.4, while Network 2 aired 109.2 commercials with a standard deviation of 4.9.

#### Hypothesis Testing

Given the large sample sizes, we assume the population standard deviations approximate the sample standard deviations. Using a 0.05 level of significance, we aim to determine if there's sufficient evidence to claim the mean number of commercials aired during prime time by the first station, \( \mu_1 \), differs from the mean number aired by the second station, \( \mu_2 \).

**Tasks:**

(a) **State the Hypotheses**

- Null Hypothesis \( H_0 \): \( \mu_1 = \mu_2 \)
- Alternative Hypothesis \( H_1 \): \( \mu_1 \neq \mu_2 \)

(b) **Determine the Test Statistic Type**

Choose the appropriate test statistic for this two-sample test scenario.

(c) **Calculate the Test Statistic**

Use sample data and calculations to find the test statistic value, rounding to three or more decimal places.

(d) **Find the Critical Values**

Determine the two critical values at the 0.05 significance level for this two-tailed test, ensuring they are rounded to three or more decimal places.

#### Additional Information

A diagram featuring statistical symbols and sample notations has been provided for reference. The tools embedded allow for visualization of the components of hypothesis testing, aiding in understanding null and alternative propositions, types of test statistics, and critical value identification.

For additional formulas or details, consult the list of resources provided by the educational platform.

*Explanation and validation options are available for further learning and comprehension.*
Transcribed Image Text:### Statistical Analysis of Commercial Airtime Between Two Networks The historical reports from two major networks indicated that the mean number of commercials aired during prime time was equal for both networks last year. To determine if this still holds, random and independent samples of 95 recent prime time airings from both networks were analyzed. Network 1 aired an average of 110.8 commercials with a standard deviation of 4.4, while Network 2 aired 109.2 commercials with a standard deviation of 4.9. #### Hypothesis Testing Given the large sample sizes, we assume the population standard deviations approximate the sample standard deviations. Using a 0.05 level of significance, we aim to determine if there's sufficient evidence to claim the mean number of commercials aired during prime time by the first station, \( \mu_1 \), differs from the mean number aired by the second station, \( \mu_2 \). **Tasks:** (a) **State the Hypotheses** - Null Hypothesis \( H_0 \): \( \mu_1 = \mu_2 \) - Alternative Hypothesis \( H_1 \): \( \mu_1 \neq \mu_2 \) (b) **Determine the Test Statistic Type** Choose the appropriate test statistic for this two-sample test scenario. (c) **Calculate the Test Statistic** Use sample data and calculations to find the test statistic value, rounding to three or more decimal places. (d) **Find the Critical Values** Determine the two critical values at the 0.05 significance level for this two-tailed test, ensuring they are rounded to three or more decimal places. #### Additional Information A diagram featuring statistical symbols and sample notations has been provided for reference. The tools embedded allow for visualization of the components of hypothesis testing, aiding in understanding null and alternative propositions, types of test statistics, and critical value identification. For additional formulas or details, consult the list of resources provided by the educational platform. *Explanation and validation options are available for further learning and comprehension.*
**Two-tailed Test for Comparing Means**

Carry your intermediate computations to at least three decimal places. (If necessary, consult a [list of formulas](#).)

(a) State the [null hypothesis](#) \( H_0 \) and the [alternative hypothesis](#) \( H_1 \).

\[
H_0: \Box
\]

\[
H_1: \Box
\]

(b) Determine the type of [test statistic](#) to use.

- (Choose one) [Dropdown Menu]

(c) Find the value of the test statistic. (Round to three or more decimal places.)

\[
\Box
\]

(d) Find the two [critical values](#) at the 0.05 level of significance. (Round to three or more decimal places.)

\[
\Box \text{ and } \Box
\]

(e) Can we support the claim that the mean number of commercials aired during prime time by the first station is not equal to the mean number of commercials aired during prime time by the second station?

- [ ] Yes
- [ ] No

**Explanation** | **Check**

---

**Symbols/Diagrams:**
- There is a symbol pad on the right side of the screen containing symbols like \( \mu, \sigma, \rho \) and more complex expressions like sample means and proportions.
Transcribed Image Text:**Two-tailed Test for Comparing Means** Carry your intermediate computations to at least three decimal places. (If necessary, consult a [list of formulas](#).) (a) State the [null hypothesis](#) \( H_0 \) and the [alternative hypothesis](#) \( H_1 \). \[ H_0: \Box \] \[ H_1: \Box \] (b) Determine the type of [test statistic](#) to use. - (Choose one) [Dropdown Menu] (c) Find the value of the test statistic. (Round to three or more decimal places.) \[ \Box \] (d) Find the two [critical values](#) at the 0.05 level of significance. (Round to three or more decimal places.) \[ \Box \text{ and } \Box \] (e) Can we support the claim that the mean number of commercials aired during prime time by the first station is not equal to the mean number of commercials aired during prime time by the second station? - [ ] Yes - [ ] No **Explanation** | **Check** --- **Symbols/Diagrams:** - There is a symbol pad on the right side of the screen containing symbols like \( \mu, \sigma, \rho \) and more complex expressions like sample means and proportions.
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