/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q4CQQ Cola Weights Identify the value ... [FREE SOLUTION] | 91影视

91影视

Cola Weights Identify the value of the test statistic in the display included with Exercise 1. In general, do larger test statistics result in larger P-values, smaller P-values, or P-values that are unrelated to the value of the test statistic?

Short Answer

Expert verified

The value of the test statistic is 503.06.

If a test statistic has a large value, the corresponding p-value is small.

Step by step solution

01

Given information

Refer to Exercise 1 for the results of the analysis of variance test. The analysis of variance test is conducted to test the difference in the mean weights of the four samples of cola.

The image of the Minitab result is obtained from the reference exercise as

02

Identify the test statistic

In the analysis of variance test, the results are based on F-test statistic.The minitab result includes the value under the column F-value against the row named 鈥榝actor鈥.

Thus, the value of the test statistic is 503.06.

03

Express the effect of the large test statistic value

In an analysis of variance test, the p-value is the probability that the difference in the means is due to chance and does not exist in reality. It is the probability that the values larger than the test statistic value are obtained on the distribution.

It is observed that larger values of test statistics have smaller p-values, and smaller values of test statistics have larger p-values. It is because,as the test statistic value gets extreme (larger in the case of a right-tailed test), the chances of getting values larger than them is very small.

Here, the F-statistic to test the significance of the difference in the mean weights is equal to 503.06.

This value is very large among the values that the F-distribution can hold.

Thus, the corresponding p-value is extremely small and equal to 0.000.

Therefore, the larger test statistics have smaller p-values.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91影视!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

Fast Food Dinner Service Times Data Set 25 鈥淔ast Food鈥 in Appendix B lists drivethrough service times (seconds) for dinners at McDonald鈥檚, Burger King, and Wendy鈥檚. Using those times with a TI-83>84 Plus calculator yields the following display. Using a 0.05 significance level, test the claim that the three samples are from populations with the same mean. What do you conclude?

One-Way ANOVA In general, what is one-way analysis of variance used for?

Estimating Length Using the same results displayed in Exercise 8, does it appear that the length estimates are affected by the sex of the subject?

Bonferroni Test Shown below are weights (kg) of poplar trees obtained from trees planted in a rich and moist region. The trees were given different treatments identified in the table below. The data are from a study conducted by researchers at Pennsylvania State University and were provided by Minitab, Inc. Also shown are partial results from using the Bonferroni test with the sample data.

No Treatment

Fertilizer

Irrigation

Fertilizer and Irrigation

1.21

0.94

0.07

0.85

0.57

0.87

0.66

1.78

0.56

0.46

0.10

1.47

0.13

0.58

0.82

2.25

1.30

1.03

0.94

1.64

  1. Use a 0.05 significance level to test the claim that the different treatments result in the same mean weight.
  1. What do the displayed Bonferroni SPSS results tell us?
  1. Use the Bonferroni test procedure with a 0.05 significance level to test for a significant difference between the mean amount of the irrigation treatment group and the group treated with both fertilizer and irrigation. Identify the test statistic and either the P-value or critical values. What do the results indicate?

Interaction

a. What is an interaction between two factors?

b. In general, when using two-way analysis of variance, if we find that there is an interaction effect, how does that affect the procedure?

c. Shown below is an interaction graph constructed from the data in Exercise 1. What does the graph suggest?

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.