Consider the observed frequency distribution for the set of random variables.
a. Perform a chi-square test using alpha=0.05 to determine if the observed frequencies follow the binomial probability distribution when p=0.50 and n=4.
b. Determine the p-value and interpret its meaning.
Random Variable, X | Frequency, Fo |
0 | 29 |
1 | 96 |
2 | 151 |
3 | 96 |
4 | 28 |
Total 400
The chi-square test statistic is chi squared, χ2=______
p-value=______
X | Oi | Ei | (Oi - Ei)^2/Ei |
0 | 29 | 25 | 0.6400 |
1 | 96 | 100 | 0.1600 |
2 | 151 | 150 | 0.0067 |
3 | 96 | 100 | 0.1600 |
4 | 28 | 25 | 0.3600 |
400 | 1.3267 |
Ei = P(X = xi) * 400
P(X = x) = 4Cx * 0.5^x * (1-0.5)^(4 - x)
chi-square = 1.3267
p-value = 0.8568
Consider the observed frequency distribution for the set of random variables. a. Perform a chi-square test...
Consider the observed frequency distribution for a set of grouped random variables available below. Perform a chi-square test using a=0.05 to determine if the observed frequencies follow the normal probability distribution with mu=99 and sigma=21. Random Variables X Frequency Fo Less than 78 10 78 to under 99 15 99 to under 120 19 120 and more 6 Total 50 Calculate the chi-square test statistic, chi squared χ2=_____. p-value=______.
Consider the observed frequency distribution for a set of grouped random variables available below. Perform a chi-square test using a alpha=0.05 to determine if the observed frequencies follow the normal probability distribution with mu=99 and sigma=20. Random Variable, x Frequency, f o Less than 79 9 79 to under 99 16 99 to under 119 18 119 and more 7 Total 50 Calculate the chi-square test statistic, χ2. χ2.=____ Determine the p-value_____ State the appropriate conclusion: Do not reject/Reject H...
Consider the observed frequency distribution for a set of grouped random variables available below. Perform a chi square test using a α =0.05 to determine if the observed frequencies follow the normal probability distribution with u-101 and ơ-19 EEl Click the icon to view the observed frequency distribution. State the appropriate null and alternative hypotheses. What is the null hypothesis? O A. H The mean number of the random variable is equal to 101 O B. Ho: The mean number...
A distribution and the observed frequencies of the values of a variable from a simple random sample of the population are provided below. Use the chi-square goodness-of-fit test to decide, at the specified significance level, whether the distribution of the variable differs from the given distribution Distribution: 0.1875, 0.1875, Observed frequencies: 16, 20, 24, 36 Significance level 0.05 0.3125, 0.3125 Determine the null and alternative hypotheses. Choose the correct answer below. OA. H: The distribution of the variable differs from...
Consider the following discrete probability distribution along with observed frequencies for each day of the week. Complete parts a and b below. Weekday Monday Tuesday Wednesday Thursday Friday Total Probability 0.10 0.20 0.05 0.30 0.35 1.00 Observed Frequency, f Subscript o 12 26 9 39 44 130 a. Perform a chi-square test using alphaequals0.05 to determine if the observed frequencies follow a discrete probability distribution. Determine the null and alternative hypotheses. Choose the correct answer below. A. Upper H 0:...
You are conducting a multinomial Goodness of Fit hypothesis test for the claim that the 4 categories occur with the following frequencies: Ho : pA=0.3; pB=0.15; pC=0.15; pD=0.4 Complete the table. Report all answers accurate to three decimal places. Category Observed Frequency Expected Frequency A 29 B 41 C 12 D 53 What is the chi-square test-statistic for this data? χ2= What is the P-Value? P-Value = For significance level alpha 0.05, what would be the conclusion of this hypothesis...
A survey was conducted two years ago asking college students their top motivations for using a credit card. The percentages are shown in the table to the right. Also shown in the table is the observed frequency for these motivations from a current random sample of college students who use a credit card. Complete parts a through c below. Response Old Survey % New Survey Frequency, f Rewards 2727% 112112 Low rates 2323% 9797 Cash back 2222% 109109 Discounts...
Explain the difference between observed frequency and expected frequency as it relates to Chi-Square test.
You are conducting a multinomial Goodness of Fit hypothesis test for the claim that the 4 categories occur with the following frequencies: HoHo : pA=0.4pA=0.4; pB=0.1pB=0.1; pC=0.2pC=0.2; pD=0.3pD=0.3 Complete the table. Report all answers accurate to three decimal places. Category Observed Frequency Expected Frequency Residual A 50 B 10 C 16 D 33 What is the chi-square test-statistic for this data? χ2=χ2= For significance level alpha 0.1, what is the chi-square Critical Value? Critical Value = What would be the conclusion of this...
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...