**Hypothesis Testing for Smartphone Carrier's Data Speeds****Problem Overview:**A smartphone carrier wants to test the claim that their data speeds at airports come from a population with a mean less than 5.00 Mbps. Using a significance level of 0.05, conduct a hypothesis test to evaluate this claim. This involves identifying the null and alternative hypotheses, the test statistic, the P-value, and the conclusion regarding the claim.**Identifying Hypotheses:**Given options:A. H₀: μ < 5.00 Mbps H₁: μ = 5.00 MbpsB. **H₀: μ = 5.00 Mbps** **H₁: μ < 5.00 Mbps**C. H₀: μ = 5.00 Mbps H₁: μ > 5.00 MbpsD. H₀: μ = 5.00 Mbps H₁: μ ≠ 5.00 Mbps**Correct Choice: B** Null Hypothesis (H₀): μ = 5.00 Mbps Alternative Hypothesis (H₁): μ < 5.00 Mbps**Test Statistic and Results Display:**A T-Test was conducted, and the following results were obtained:- **Hypothesis tested:** μ < 5.00- **t-value = -0.213135**- **p-value = 0.416103**- **Sample mean (x̄) = 4.82**- **Sample standard deviation (Sₓ) = 5.665316**- **Sample size (n) = 45****Analysis:**- **Test Statistic (t)**: -0.21 (when rounded to two decimal places) **Understanding the Graph:**The graph (not visualized here) typically would display the t-distribution curve indicating the critical region for a one-tailed test to the left of the mean, showing the position of the test statistic in relation to the critical value.**Conclusion:**Given the p-value of 0.416103, which is greater than the significance level of 0.05, there is insufficient evidence to reject the null hypothesis. Therefore, we do not have enough statistical evidence to support the claim that the mean data speed is less than 5.00 Mbps.

We have tk identify value of test statistics.

Answered: The display provided from technology…

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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Please find test statistic and p value. Thank you.
Choose the appropriate statistical test. When computing, be sure to round each answer as indicated. A dentist wonders if depression affects ratings of tooth pain. In the general population, using a scale of 1-10 with higher values indicating more pain, the average pain rating for patients with toothaches is 6.8. A sample of 30 patients that show high levels of depression have an average pain rating of 7.1 (variance 0.8). What should the dentist determine? 1. Calculate the estimated standard error. (round to 3 decimals). [st.error] 2. What is thet-obtained? (round to 3 decimals). 3. What is the t-cv? (exact value) 4. What is your conclusion? Only type "Reject" or Retain"
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Is the mean length of adult invasive Lionfish in the Atlantic coast of South Carolina greater than 355.6mm? (don't answer this, this is just so you know what the data is for) Answer the following questions and use the provided excel images, data on the far left is lionfish data Question 2. Describe your null and alternative hypotheses using symbols. Question 3. Select the significance level (a). Question 4. Select an appropriate test, calculate the test statistic and p-value using Excel. Question 5. Determine whether you should reject or not reject the null hypothesis based on the p-value. State the reason to support your answer. Question 6. Describe your conclusion in words in the context of your research question. paste data below Use this sheet to perform a 1-sample t-test. 457.2 431.9 COUNT MEAN 20.00 437.45 438.2 STANDARD DEVIATION 16.48 436.4 STANDARD ERROR 3.69 416.8 454.6 Confidence Interval 95% 456.6 Level of Significance 0.05 453.1 404.9 447.9 437.9 HYPOTHESIS TEST t-VALUE…
You suspect that drivers for Uber/Lyft have newer cars than a driver who doesn’t drive for Uber/Lyft. Listed below are the ages of cars that you randomly sampled from the streets of Portland. If one were to conduct a hypothesis test for the difference in mean car age and mean Uber/Lyft car age, the conditions for the test would need to be checked. What conditions should you check? Check the conditions and explain how the conditions are met or not. What is the appropriate test to conduct, an independent samples t test or paired t test? Explain. Uber/Lyft car age 4 0 8 11 14 3 4 4 3 5 8 3 3 7 4 6 6 1 8 2 15 11 4 Non-Uber/Lyft Car age 8 8 0 3 8 4 3 3 6 11 7 7 6 9 5 10 8 4 3 4
Salma claimed that the gas price in Blue Park neighborhood (mean of $3.65) is higher than that in Green Spring (mean of $3.59). She obtained the t-value of 2.223 after calculating data from 6 gas stations in Blue Park and 5 gas stations in Green Spring. Use the chart below and determine if Salma's claim is supported! Table 10-3. Critical values of "t" significance level p= 0.05 significance level p= 0.01 TP 1 12.706 63.657 2 4.303 9.925 3 3.182 5.841 2.776 4.604 5 2.571 4.032 6 2.447 3.707 7 2.365 3.499 2.306 3.355 9 2.262 3.250 10 2.228 3.169 11 2.201 3.106 Copy the following into your text box, fill in the blanks, and answer the questions A. The degree of freedom is: B. The t-calculated value is: and the t-critical value is : C. Comparison: t-calc t-crit (answer with ()) D. Is the null hypothesis accepted or rejected? Explain how you determined that! Also, explain what it means to reject or accept the hypothesis! E. Explain if Salma's claim is supported based on your t-value…
Data from 500 random tornados was collected and the length in miles that the tornado was touching the ground was recorded. We want to test the claim that the mean tornado length is greater than 2.5 miles using a .05 significance level. Using the traditional method if the test statictic is .759, x hat = 2.72424 and s= .2956. Tell why you made the decision you did.
The display provided from technology available below results from using data for a smartphone carrier's data speeds at airports to test the claim that they are from a population having a mean less f than 4.00 Mbps. Conduct the hypothesis test using these results. Use a 0.05 significance level. Identify the null and alternative hypotheses, test statistic, P-value, and state the final conclusion that addresses the original claim. Click the icon to view the display from technology. @ 2 View an example Get more help. W S Assuming all conditions for conducting a hypothesis test are met, what are the null and alternative hypotheses? A. Ho: =4.00 Mbps H₁: 4.00 Mbps मे Identify the test statistic. (Round to two decimal places as needed.) X # 3 E 80 F3 D C $ 4 Q 20 F4 R F V % 5 FS T G A 6 B MacBook Air F6 Y H & 7 N 8 F7 U C J * 8 M OB. Ho: F10 . : - ; I option Clear all { [ ? 1 + = 11 Check answer F12 } 1 delete return shif C

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