Question

Consider the observed frequency distribution for the set of random variables. a. Perform a​ chi-square test...

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=______

0 0
Add a comment Improve this question Transcribed image text
Answer #1
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

Add a comment
Know the answer?
Add Answer to:
Consider the observed frequency distribution for the set of random variables. a. Perform a​ chi-square test...
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for? Ask your own homework help question. Our experts will answer your question WITHIN MINUTES for Free.
Similar Homework Help Questions
  • Consider the observed frequency distribution for a set of grouped random variables available below. Perform a​...

    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​...

    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 belo...

    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 spe...

    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....

    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...

    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...

    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.

    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...

    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 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...

ADVERTISEMENT
Free Homework Help App
Download From Google Play
Scan Your Homework
to Get Instant Free Answers
Need Online Homework Help?
Ask a Question
Get Answers For Free
Most questions answered within 3 hours.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT