Suppose that a response can fall into one of k = 5 categories with probabilities p1, p2, , p5 and that n = 300 responses produced these category counts.
Category | 1 | 2 | 3 | 4 | 5 | ||||
Observed Count | 48 | 63 | 73 | 49 |
67 |
(a) If you were to test this hypothesis using the chi-square
statistic, how many degrees of freedom would the test have?
degrees of freedom
(b) Find the critical value of χ2 that defines the
rejection region with α = 0.05. (Round your answer to three decimal
places.)
χ20.05 =
The statistical software output for this problem is :
Chi-Square goodness-of-fit results:
Observed: Oi
Expected: All cells in equal proportion
N | DF | Chi-Square | P-value |
---|---|---|---|
300 | 4 | 8.2 | 0.0845 |
Observed | Expected |
---|---|
48 | 60 |
63 | 60 |
73 | 60 |
49 | 60 |
67 | 60 |
degrees of freedom = 4
critical value = 9.487
Test statistics is = 8.2
Suppose that a response can fall into one of k = 5 categories with probabilities p1,...
1. Use the data in the contingency table to answer the question. Columns Rows 1 2 3 Total 1 36 35 92 163 2 67 57 113 237 Total 103 92 205 400 You wish to test the null hypothesis of "independence"—that the probability that a response falls in any one row is independent of the column it falls in—and you plan to use a chi-square test. You are given that there are 2 degrees of freedom associated with the...
The categories of a categorical variable are given along with the observed counts from a sample. The expected counts from a null hypothesis are given in parentheses. Compute the χ2-test statistic, and use the χ2-distribution to find the p-value of the test. Category A B C D Observed (Expected) 36(30) 54(60) 79(90) 131(120) Round your answer for the chi-square statistic to two decimal places, and your answer for the p-value to four decimal places. chi-square statistic = ______________________________ p-value...
You are conducting a multinomial hypothesis test (α = 0.05) for the claim that all 5 categories are equally likely to be selected. Complete the table. Category Observed Frequency Expected Frequency A 10 B 5 C 21 D 14 E 8 What is the chi-square test-statistic for this data? χ2= What are the degrees of freedom for this test? d.f.= What is the p-value for this sample? (Report answer accurate to four decimal places.) p-value = Is the P-Value... A....
PRI NIER VERSION BACK NEXI Chapter 7, Section 1, Exercise 006 The categories of a categorical variable are given along with the observed counts from a sample. The expected counts from a null hypothesis are given in parentheses. Compute the x-test statistic, and use the x-distribution to find the p-value of the test. Category Observed 59 (50) 31 (50) 60 (50) Round your answer for the chi-square statistic to two decimal places, and your answer for the p-value to four...
You are conducting a multinomial hypothesis test (αα = 0.05) for the claim that all 5 categories are equally likely to be selected. Category Observed Frequency A 17 B 11 C 24 D 25 E 25 What is the chi-square test-statistic for this data? χ2=χ2= What are the degrees of freedom for this test? d.f. = What is the p-value for this sample? (Report answer accurate to four decimal places.) p-value = We were unable to transcribe this imageWe were...
The authors of a paper studied a random sample of 346 Twitter users. For each Twitter user in the sample, the tweets sent during a particular time period were analyzed and the Twitter user was classified into one of the following categories based on the type of messages they usually sent. Category Description IS Information sharing OC Opinions and complaints RT Random thoughts ME Me now (what I am doing now) O Other The accompanying table gives the observed counts...
You are conducting a multinomial hypothesis test (αα = 0.05) for the claim that all 5 categories are equally likely to be selected. Category Observed Frequency A 20 B 15 C 15 D 12 E 18 What is the chi-square test-statistic for this data? χ2=χ2= What are the degrees of freedom for this test? d.f. = What is the p-value for this sample? (Report answer accurate to four decimal places.) p-value = The p-value is... less than (or equal to)...
You are conducting a multinomial hypothesis test (αα = 0.05) for the claim that all 5 categories are equally likely to be selected. Complete the table. Category Observed Frequency Expected Frequency Squared Pearson Residual A 21 B 12 C 16 D 8 E 24 Report all answers accurate to three decimal places. But retain unrounded numbers for future calculations. What is the chi-square test-statistic for this data? (Report answer accurate to three decimal places, and remember to use the unrounded...
Can someone please help me with this question? 13.1 You are conducting a multinomial hypothesis test (αα = 0.05) for the claim that all 5 categories are equally likely to be selected. a. Complete the table. Category Observed Frequency Expected Frequency A 11 B 9 C 22 D 7 E 11 Report all answers accurate to three decimal places. But retain unrounded numbers for future calculations. b. What is the chi-square test-statistic for this data? (Report answer accurate to three...
11.2 You intend to conduct a goodness-of-fit test for a multinomial distribution with 7 categories. You collect data from 74 subjects. What are the degrees of freedom for the x2 distribution for this test? d.f. = Submit License Question 1. Points possible: 1 Unlimited attempts. You are conducting a multinomial Chi-Square Goodness of Fit hypothesis test for the claim that the 4 categories occur with the following frequencies: Ho:PA = 0.2; PB = 0.3; pc = 0.3; PD = 0.2...