he pmf of a discrete random variable X is as follows: X -1 0 1 2 f(x) 1/10 2/10 5/10 2/10 Use this pmf to evaluate the following: mean of X variance of X
Q: han 30. He would like to colle atistical hypothesis testing. e ACT score of the students
A: Here it is given that - A professor believes that his students mean ACT scores are not lower than…
Q: Independent simple random samples are taken to conduct a simple comparative test of the means of two…
A: Given n1=25n2=35
Q: The expected value and variance of the random variable X are as follows: E(x) = 716.04…
A: Given data is E(x)=716.04Var(x)=48656.04given linear equation is…
Q: What hypothesis test should be used to test H₁: X1 - x2 < 0 Left tailed, one-sample test of means…
A: We are given an alternative hypothesis represented by the symbol H1. In this case, the alternative…
Q: In regression output, we will find the reporting of SSI for the response variable y: SST = Σ(v₁- y)²…
A: mean =39.875 n=16and we also have given the standard error of mean = 7.9670So,using the given…
Q: Test the claim about the mean of sample 1, ui has a lower than the mean of sample2, p2 at the level…
A: Solution The test is left tailed
Q: Use the scenario below to answer the following 4 questions. Ron McKeman, a University of Arkansas…
A: Given Information: Sample size n=45 Sample mean x¯=16.55 Sample standard deviation s=3 Significance…
Q: 2. Find the variance and standard deviation. Class Limits Frequency (f) 4 69-77 78-86 87-95 96 - 104…
A: From the provided information, Class LimitsFrequency (f)69-77478-86687-951196-1048105-1135114-1229
Q: complete block belocks, fur variefies of In a randomi zed for deegn. Rices AB pur c and D balow. in…
A: Thanks for giving opportunity to serve for bartleby students, Hey, There ! Thank you for posting…
Q: A pharmaceutical company has developed a drug that is expected to reduce hunger. To test the drug,…
A: Given that there are 3 samples of rats with n=15 in each sample. That is, k=3 and n=15…
Q: n in back pain. Assume that the two samples are independent simple random samples selected from…
A: Given: n=13x1=0.47x2=0.46s1=0.66s2=1.19 (a) Hypothesis will be: H0 : μ1=μ2H0 : μ1>μ2
Q: Chi-Square Analysis A company records the number of absences of their employees to assess…
A:
Q: a least squares regression model, the residuals are assumed to be random Suppose the residuals for a…
A: The residuals are assumed to be random.Given data: 0.2000, 0.2591, -0.0818, -0.1227, -0.1636,…
Q: Complete the following ANOVA summary table. There are 4 groups with 5 samples each. Use a…
A: Solution: Given information: k = 4 groups Each group has 5 sample size n1=n2=n3=n4=5N=…
Q: Test the Variances.Assume both populations are normally distributed Ho:-여 HA:o + o (Claim) %3D si =…
A: We have given that Sample sizes n1=7, n=13 s1^2=11,s2^2=6.4 ,alpha=0.10
Q: HINT: How can we compute the P-value for testing the equality of variances?
A: Let sample 1=Day 1Let sample 2=Day 2 Claim: The variability of the process is greater on the second…
Q: Random variable X represents the number of successes in 35 Bernoulli trials. The probability of…
A: The following information has been given: X is a random variable represents the number of successes…
Q: uestion 11 in simple linear regression model y =+8 r t which of the following statements are not…
A: To find: Which of the given options are not required assumptions for random error.
Q: df for independent samples t-test:
A: Since you have asked multiple question, we will solve the first question for you. If youwant any…
Q: IF the variance of the discrete random variable X =36 * (2 Points) and if E (X²) = 100 , then E (X)…
A: We have to find E(x)..
Q: Test Scores An instructor who taught an online statistics course and a classroom course feels that…
A: Claim: the variance of the final exam scores for the students who took the online course is greater…
Q: Test the claim that the two samples described below come from populations with the same mean. Assume…
A: Given: Sample 1: n1=17, x1=11, s1=4. Sample 2: n2=30, x2=8, s2=3. The samples are independent…
Q: Snam Researchers conducted a study to determine whether magnets are effective in treating back pain.…
A: Given : Mean : x1 = 0.48x2 = 0.39 Standard deviation : s1 = 0.93s2 = 1.35 Sample size n1 = 20n2 =…
Q: Salinity in Quebec river is a combination of tides and rain. Rain that diluted the salt occurs about…
A: Given information: PRainNo afternoon tide=0.10PRainAfternoon tide=0.15P(Afternoon tide)=0.50P(No…
Q: Correlation Coefficient - sample Let X₁, X2, and X3 be uncorrelated random variables with common…
A: Given Correlation (X1,X2)=0 and correlation (X2,X3)=0 V(X1)=V(X2)=V(X3)=σ2
Q: Consider the following model: Y1 = a +y+E1 Y2 = a+ 8+ €2 Y3 = 6-Y+€3 Y4 = a - y+28 + €4 where a, y…
A: We have given the models Where alpha beta and delta are unknown constant and ei follows…
Q: a. The Critical Value Fo = b. The Test Statistic F C. Conclusion Do not reject the null hypothesis…
A: For first sample, n1 = 5, sample variance s12 = 7.9 For second sample, n2 = 14, sample variance s22…
Q: i If random variable X has a larger expected value than random variable Y then it must also have a…
A: Solution: i): In Discrete math, If the expected value of a random variable X larger, then the…
Q: Expected value , variance , and standard deviation
A: Given that X=x 0 1 2 3 4 P(X=x) 116 416 616 416 116 We know that Expected value E(x) =…
Q: The number of customers buying a cooked breakfast at a high-street cafe on a weekday morning is a…
A:
Q: You know that Z = 5X + 17. The expected value of X is 4 and its variance is 3. What are the mean and…
A: Given that : Z = 5x + 17 E(x) = 4 and var ( x) = 3 By using expectations properties we get
Q: Random variable X has cost function 3X + 600. The expected value of X is 20 and the variance of X is…
A: Given: Cost function = 3X + 600 E[X] = 20 V[X] = 4 Formula Used: E(aX+b) = aE[X] + b V(aX + b) = a2…
Q: When determining the pooled population variance estimate for a t test for independent means with…
A: the variance of both of the original populations must be known (as opposed to estimated)
Q: Complete the following ANOVA summary table. There are 5 groups with 4 samples each. Use a…
A: Given, SSbetween=28.44SStotal=82.77N=20 (5×4)k=5
Q: Independent observations X₁, X₂ and X, come from normal distributions that have the same mean, μ,…
A: Solution
Q: An independent t-test is used to test for: Differences between means of groups containing different…
A: Independent t-test: The independent t-test is statistical procedure to test for the difference of…
Q: In a regression, p value of an effect is 0.001, less than the level of significance (alpha = 0.05).…
A: Given: Pvalue is = 0.001 and level of significance=0.05 Then this means that?
Q: Let X1 and X2 be two independent random variables with the same mean µ and the sar variance o?.…
A: 1. Let X1, X2 be two independent random variables with the same mean µ and the same variance σ2.…
Q: Use the following output in order to answer questions:
A: From the given information, Analysis of Variance Source DF SS MS Regression 350…
Q: Using The table below, determine the critical value for the F-test between two normally distributed…
A: INTRODUCTION: F-Test for equality of two population variances. suppose we want to test i) whether…
Q: Golf Scores A random sample of second-round golf scores from a major tournament is listed below. At…
A: Given data: Significance level = 0.01 Claim: At α=0.01, is there sufficient evidence to conclude…
Q: Let X represent the number that occurs when a 5-sided red die is tossed and Y the number that occurs…
A: a)The random variable X defines the number that occurs when a 5-sided red die is tossed.
Q: Cola Weights For the four samples described in Exercise 1, the sample of regular Coke has a mean…
A: Here, the mean weight of the regular Coke is 0.81682 lb, the mean weight of the diet Coke is 0.78479…
Show all solution
- The pmf of a discrete random variable X is as follows:
X |
-1 |
0 |
1 |
2 |
f(x) |
1/10 |
2/10 |
5/10 |
2/10 |
Use this pmf to evaluate the following:
mean of X- variance of X
Step by step
Solved in 3 steps
- Which of the following statements about dependent samples t-test is false? - Dependent samples t-test must be non-directional tests - The formulas for dependent samples measures are similar to formulas used for X, s, s, _e - The hypothesis testing procedure follows the familiar process - Equal variances are assuredModule 5: Ihd Use the table of values and the expected frequencies to calculate the residual values and the chi square test statistic X XYZ A 34 44 22 B 19 53 32 Expected Frequencies A 25.98 47.549 26.471 B 27.02 49.451 27.529 Residual Values (Row i and column j) Chi Square Test Statistic (0.,, – E. ) E (0 – E) x =E E Round all values to 3 decimal places Y B The Chi Square Test Statistic x =If G is used to estimate γ and the expected value of G is γ , what can be said about G? Group of answer choices G has minimum variance. G is biased as an estimator of γ G is not a point estimator of γ G is unbiased as an estimator of γ G is a M.V.U.E of γ None of these
- Batting Averages Random samples of batting averages from the leaders in both leagues prior to the All-Star break are shown. At the 0.10 level of significance, can a difference be concluded? Use the P-value method and a TI-83 Plus/TI-84 Plus calculator. Assume the variables are normally distributed and the variances are unequal. Use , for the National League average. National 0.315 0.320 0.317 0.349 0.319 0.322 American 0.336 0.345 0.352 0.348 0.328 0.323 Send data to Excel Part: 0/4 Part 1 of 4 State the hypotheses and identify the claim with the correct hypothesis. Ho: (Choose one) H₁ : (Choose one) This hypothesis test is a (Choose one) test.Which statement is false? Levine's test for the quality of variance is used with the dependent t-test The dependent t-test is considered more powerful than the independent t-test Parametric tests are considered more powerful than non-parametric You can typically use a small sample with the dependent t-test compared to the independent t-testeconometrics question. Please prove
- Test Scores An instructor who taught an online statistics course and a classroom course feels that the variance of the final exam scores for the students who took the online course is greater than the variance of the final exam scores of the students who took the classroom final exam. The following data were obtained. At =α0.05 is there enough evidence to support the claim? Use σ21 for the variance of the online scores. Use the critical value method and tables. State the Hypothesis and Identify the claim: H0: Claim or not a claim H1: Claim or not a claim Find the critical Value: Round the answer to at least two decimal places. Compute the test value: Make the decision reject or accept the null hypothesis. Summarize the results. Is there enough evidence to support the claim? Online Course Classroom Course =s13.4 =s22.2 =n121 =n231ont Paragraph Styles Editing -A professor from a Quantitative Methods in Business course decided to research the relationship between the Mid Term Exam, the average number of study hours spent per week during the semester and the final course grade for a given student. A sample of containing data from a previous semester was provided by the instructor and summarized in the following table: # of Students Mid-Term exam Study hours per Final course grade week grade 1 50.0 2.0 65.0 60.0 4.0 85.0 55.0 3.5 75.0 4 85.0 6.0 90.0 55.0 5.0 70.0 6. 72.0 4.5 89.0 7 75.0 6.5 91.0 8 45.0 3.0 65.0 6. 88.0 5.5 89.0 10 90.0 7.5 96.0 Develop a linear regression model, where Y is the Final Grade Course and X is the Mid-Term Exam. Calculate the coefficient of determination (r 2 , the coefficient of correlation (r), the variance (o 2) for Text Predictions: OnTreatment Sham Researchers conducted a study to determine whether magnets are effective in treating back pain. The results are shown in the table for the treatment (with magnets) group and the sham (or placebo) group. The results are a measure u of reduction in back pain. Assume that the two samples are independent simple random samples selected from normally distributed populations, and do not assume that the population standard deviations are equal. Complete parts (a) and (b) below. H1 H2 In 10 10 0.56 0.37 0.97 1.45 O B. Ho: H1 + H2 O A. Ho: H1 = H2 H1: H1 # H2 H1: H1 H2 H1: H12 H2 The test statistic, t, is|. (Round to two decimal places as needed.) The P-value is (Round to three decimal places as needed.) State the conclusion for the test. V the null hypothesis. There V sufficient evidence to support the claim that those treated with magnets have a greater mean reduction in pain than those given a sham treatment. Is it valid to argue that magnets might appear to be effective if the…
- Which of the following are true? (Select all that apply.) 1 An assumption of a linear regression is a consistent dispersion of the observations from the regression line. 2 An assumption of a linear regression is that the residuals form a normal distribution. 3 Omitted variable bias is when you don’t include the dependent variable.BUS – 173 (Applied Statistics) # Determining if the following statement are True and False. If False, write the correct statement. 01. The value of the perfect positive correlation is -1 (a) True (b) False 02. In the Simple linear regression model, components of the random error term are assumed to be dependent (a) True (b) False 03. In the Simple linear regression model, components of the random error term have fixed mean zero. (a) True (b) False