Question

In: Statistics and Probability

Exercise 1 Is there a linear relationship between the age at which a child first begins...

Exercise 1

Is there a linear relationship between the age at which a child first begins to speak and the child’s later mental ability? A study was conducted in which the age (in months) at which a child spoke their first words and the score on an aptitude test as a teenager were recorded: PLEASE SHOW WORK

Age

15

26

10

9

15

20

18

11

8

20

Score

95

71

83

91

102

87

93

100

104

94

  1. State the null and alternative hypotheses and the level of significance you intend to use.

Ho: P=0

H1: P¹0

a=0.05


  1. Write the equation for the appropriate test statistic.

  1. What is your decision rule? Be sure to include the degrees of freedom, if appropriate.

DF=10-2=8
Reject the null hypothesis if r > 0.632 or r < -0.632

  1. Compute the test statistic by hand.

  1. What is your conclusion about the null hypothesis and the research question? Be sure to comment on the magnitude and direction of the association.

Solutions

Expert Solution


Related Solutions

A company would like to examine the linear relationship between the age and credit score of...
A company would like to examine the linear relationship between the age and credit score of an individual. The following table shows the credit scores and ages of 5 randomly selected people. These data have a sample correlation​ coefficient, rounded to three decimal​ places, of 0.973. Using this data and α=0.10​, test if the population correlation coefficient between a​ person's age and credit score is different than zero. What conclusions can you​ draw? Age 32 24 52 21 34 Credit...
Consider the following regression equation representing the linear relationship between the Canada Child Benefit provided for...
Consider the following regression equation representing the linear relationship between the Canada Child Benefit provided for a married couple with 3 children under the age of 6, based on their annual family net income: ŷ =121.09−0.57246xR2=0.894 where y = annual Canada Child Benefit paid (in $100s) x = net annual family income (in $1000s) Source: Canada Revenue Agency a. As the net annual family income increases, does the Canada Child Benefit paid increase or decrease? Based on this, is the...
You want to determine if there is a relationship between birth order (first, or second child...
You want to determine if there is a relationship between birth order (first, or second child in the family) and current relationship status. You interview 1000 people who are all either 1st, or 2nd born in their family and group them as follows: (i) never been in a relationship, (ii) in a committed relationship, (iii) in a casual relationship, (iv) was in a relationship, but currently unattached, (v) pursuing multiple relationships. A) type out the rules for your analysis
In this​ exercise, you will investigate the relationship between a​ worker's age and earnings.​ (Generally, older...
In this​ exercise, you will investigate the relationship between a​ worker's age and earnings.​ (Generally, older workers have more job​ experience, leading to higher productivity and​ earnings.) The following table contains data for​ full-time, full-years​ workers, age​ 25-34, with a high school diploma or​ B.A./B.S. as their highest degree. Download the data from the table by clicking the download table icon A detailed description of the variables used in the data set is available here Use a statistical package of...
We are interested in studying the linear relationship between someone's age and how much they spend...
We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39 997 43 993 50 649 59 1265 25 680 38 Find the correlation coefficient. a. 0.6476 b. 0.4194 c. -0.6476 d. 0.5806 We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age...
We are interested in studying the linear relationship between someone's age and how much they spend...
We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39 997 43 993 50 649 59 1265 25 680 38 Find beta1 (b1). a. -12.9056 b. -0.0325 c. 12.9056 d. 3.5933 We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850...
We are interested in studying the linear relationship between someone's age and how much they spend...
We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39 997 43 993 50 649 59 1265 25 680 38 Find SST. a. 667.33 b. 153,844.05 c. 264,991.33 d. 196.11 We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39...
We are interested in studying the linear relationship between someone's age and how much they spend...
We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39 997 43 993 50 649 59 1265 25 680 38 Find the standard error of b1, s-b1 (s sub b1). a. 2.88 b. 5.67 c. 8.29 d. 7.59
We are interested in studying the linear relationship between someone's age and how much they spend...
We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data is provided: Amount Spent on Travel Age 850 39 997 43 993 50 649 59 1265 25 680 38 Find the 99% confidence interval for b1. a. (-33.98, 8.17) b. (-47.86, 22.05) c. (-20.65, 2.58) d. (-22.05, 47.86) We are interested in studying the linear relationship between someone's age and how much they spend on travel. The following data...
What is the difference between a linear relationship and a curvilinear relationship in linear regression?
What is the difference between a linear relationship and a curvilinear relationship in linear regression?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT