Suppose IQ scores were obtained for 20 randomly selected sets of couples. The 20 pairs of measurements yield x= 98.14, y = 98.05, r=0.819, P-value = 0.000, and y = 16.2 + 0.83x, where x represents the IQ score of the wife. Find the best predicted value of y given that the wife has an IQ of 97? Use a significance level of 0.05. E Click the icon to view the critical values of the Pearson correlation coefficient r. The best predicted value of y isn. (Round to two decimal places as needed.)
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- Critical Values of the Pearson Correlation Coefficient r n α=0.05 α=0.01 NOTE: To test H0: ρ=0 against H1: ρ≠0, reject H0 if the absolute value of r is greater than the critical value in the table. 4 0.950 0.990 5 0.878 0.959 6 0.811 0.917 7 0.754 0.875 8 0.707 0.834 9 0.666 0.798 10 0.632 0.765 11 0.602 0.735 12 0.576 0.708 13 0.553 0.684 14 0.532 0.661 15 0.514 0.641 16 0.497 0.623 17 0.482 0.606 18 0.468 0.590 19 0.456 0.575 20 0.444 0.561 25 0.396 0.505 30 0.361 0.463 35 0.335 0.430 40 0.312 0.402 45 0.294 0.378 50 0.279 0.361 60 0.254 0.330 70 0.236 0.305 80 0.220 0.286 90 0.207 0.269 100 0.196 0.256 n α=0.05 α=0.01Critical Values of the Pearson Correlation Coefficient r n α=0.05 α=0.01 NOTE: To test H0: ρ=0 against H1: ρ≠0, reject H0 if the absolute value of r is greater than the critical value in the table. 4 0.950 0.990 5 0.878 0.959 6 0.811 0.917 7 0.754 0.875 8 0.707 0.834 9 0.666 0.798 10 0.632 0.765 11 0.602 0.735 12 0.576 0.708 13 0.553 0.684 14 0.532 0.661 15 0.514 0.641 16 0.497 0.623 17 0.482 0.606 18 0.468 0.590 19 0.456 0.575 20 0.444 0.561 25 0.396 0.505 30 0.361 0.463 35 0.335 0.430 40 0.312 0.402 45 0.294 0.378 50 0.279 0.361 60 0.254 0.330 70 0.236 0.305 80 0.220 0.286 90 0.207 0.269 100 0.196 0.256Find: Thus, the alternative hypothesis is ρ≠0. The null hypothesis must express equality. The correct null and alternative hypotheses are given below. use the same technology output that was used to calculate the correlation coefficient to find the t test statistic, rounding to two decimal places. Use the same technology output that was used to calculate the correlation coefficient and test statistic to find the P-value, rounding to three decimal places.
- 3- Calculate the t-test statistic for correlation. t= (Round to four decimal places as needed.) Determine the critical value (s) for the rejection region for the test statistic t. Select the correct choice below and fill in the answer box to complete your choice. (Round to four decimal places as needed.) O A. to.005 ‡ O B. tont O C. to.01 Since the test statistic coefficient is positive in the rejection region, the null hypothesis. The data support the contention that the population correlatiorWhen two continuous variables are compared to each other in order to gain a correlation coefficient, the appropriate formula is Spearman’s Rho The Phi Coefficient Pearson’s Product Moment None of the aboveThe data in personalities is bivariate normally distributed Carry out a formal t-test for the association between extroversion and neuroticism in personalities H0: The population correlation coefficient is 0. HA: The population correlation coefficient is not 0. What is the value of the t-statistic corresponding to this test? Carry out a formal t-test for the association between extroversion and neuroticism in personalities. H0: The population correlation coefficient is 0. HA: The population correlation coefficient is not 0. What is the critical value of the t-statistic required to reject the null hypothesis at a confidence level of 0.05
- A survey of a random sample of 184peoplein a city. The results show51% who would vote for Proposal X. The mayor, who is against the proposal,claims that the actual percentageof votersis less than 50%. Use the following steps to test the claim at a 0.05significance level. e.State the type of test (left tailed, right tailed, or two tailed). Find the critical value and make a sketch. f.Identify ?̂, ?,?,????. When calculated correctly, zsample= 0.27 g.Is your verdict “reject H0”or “fail to reject H0”?h.Using the flow chart to guide you, write a conclusion.Let Z~Normal(0,1). Define X1 = Z and X2 = Z^2. Calculate the correlation coefficient ofPearson's correlation coefficient.Hint 1: For Pearson's correlation coefficient, it is possible to use the property of the symmetry of the normal distribution.symmetry of the normal distribution, or equivalently in terms of calculus, the properties of integrals for odd functions.properties of the integrals for odd functions. In this way, it will not be necessary tosolve integrals that have no solution in the form of an easy to work with function. Hint 2: The way I found to calculate both Kendall's and Spearman's coefficients was to calculate the probability P[(X1 - X1).Spearman coefficients, was to calculate the probability P[(X1 - X1′)(X2 - X2′) > 0] and substituting it into theforms equivalent to the definition that come in the book. The one that seems simplest to meis to substitute the X's by their corresponding Z's and use remarkable products to arrive at aprobability in terms of a normal…Let Z~Normal(0,1). Define X1 = Z and X2 = Z^2. Calculate the Kendall's matching coefficient. Hint 1: For Pearson's correlation coefficient, it is possible to use the property of the symmetry of the normal distribution.symmetry of the normal distribution, or equivalently in terms of calculus, the properties of integrals for odd functions.properties of the integrals for odd functions. In this way, it will not be necessary tosolve integrals that have no solution in the form of an easy to work with function.