The following table shows the annual number of PhD graduates in a country in various fields.
Natural Sciences |
Engineering | Social Sciences |
Education | |
---|---|---|---|---|
1990 | 70 | 10 | 60 | 30 |
1995 | 130 | 40 | 120 | 50 |
2000 | 330 | 130 | 280 | 120 |
2005 | 490 | 370 | 460 | 210 |
2010 | 590 | 550 | 830 | 520 |
2012 | 690 | 590 | 1,000 | 900 |
(a)
With x = the number of social science doctorates and y = the number of education doctorates, use technology to obtain the regression equation. (Round coefficients to three significant digits.)
y(x) =
Graph the associated points and regression line.
(b)
What does the slope tell you about the relationship between the number of social science doctorates and the number of education doctorates?
The slope tells us the increase in the number of social science doctorates for each additional education doctorate.The slope tells us the decrease in the number of social science doctorates for each additional education doctorate. The slope tells us the decrease in the number of education doctorates for each additional social science doctorate.The slope tells us the increase in the number of education doctorates for each additional social science doctorate.
(c)
Use technology to obtain the coefficient of correlation r. (Round your answer to three decimal places.)
r =
Does the value of r suggest a strong correlation between x and y?
Since r is close to 0, the correlation between x and y is a strong one.Since r is close to 0, the correlation between x and y is a weak one. Since r is close to 1, the correlation between x and y is a weak one.Since r is close to 1, the correlation between x and y is a strong one.
(d)
Does the graph suggest a roughly linear relationship between x and y? Why or why not?
No, the graph suggests a concave-down curve rather than a straight line.Yes, the graph suggests a straight line. Yes, the graph suggests a concave-down curve rather than a straight line.Yes, the graph suggests a concave-up curve rather than a straight line.No, the graph suggests a concave-up curve rather than a straight line.
Ans:
a)
Last option is correct.
b)The slope tells us the increase in the number of education doctorates for each additional social science doctorate.
c) coefficient of correlation r=0.962
d)
.No, the graph suggests a concave-up curve rather than a straight line.
The following table shows the annual number of PhD graduates in a country in various fields....
This table shows the number of novels Emma buys at various incomes and prices. For any given level of income, the data on price and quantity demanded can be graphed to produce Emma's demand curve for novels For $40000 For $50000 Price For $30000 income income income 4 novels 10 10 16 9 12 18 24 8 20 26 32 7 28 34 40 6 36 42 48 5 44 50 56 curve Demand Di Demand curve Demand curve D3...
The accompanying table shows the ages (in years) of 11 children and the numbers of words in their vocabulary. Complete parts (a) through (d) below. ... (a) Display the data in a scatter plot. Choose the correct graph below. A. 0246806001200180024003000Age (years)Vocabulary size A scatter plot has a horizontal axis labeled Age in years from 0 to 8 in increments of 1 and a vertical axis labeled Vocabulary size from 0 to 3000 in increments of 300. The following 11...
this is concept. 2. A plant distills liquid air to produce oxygen, nitrogen, and argon. The percentage of impurity in the oxygen is thought to be linearly related to the amount of impurities in the air as measured by the pollution count" in part per million (ppm). A sample of plant operating data is shown below. Pollution count (ppm) Purity (%) 933 1145 1.59 92.4 91.7 94 1.08 Purity (%) 946 12 93.6 0.99 0.83 12 932 1.47 1.81 05...
sseument Part& Pretected Viei)Word Mailings Review View Help Tell me what you want to do Enable Editing ruses. Unless you need to edit, it's safer to stay in Protected View 1. Two variables have a strong negative correlation. Which of the following statements is not true? a. the dependent variable decreases as the independent variable increases b. the trend of the data exhibits an irregular decline c. the line of best fit has a negative slope d. most data points...
7. [4/15 Points) DETAILS PREVIOUS ANSWERS in a certain year the number of driver deaths per 100,000 for the different age groups was as follows: Number of Driver Deaths per 100,000 27 18 Age 15-24 25-39 40-69 70-79 80+ 11 18 22 Part(a) For each age group, pick the midpoint of the interval for the x-value. (For the 80+ group, use 85.) Age group Midpoint 15-24 195 ✓ 25-39 32 ✓ 40-69 54.5 ✓ 70-79 74.5 ✓ 80+ 85 Part...
#1 #2 #4 only dont do #5 12 & 13 Country Austria 27.8 22.3 44.8 6.8 1.6 10.7 7.4 22.8 35.5 27.2 30.1 50.1 29.0 50.3 35.9 33.8 Netherlands Russia United States Source International Social Survey Programme, 2000. Regression and Correlation 467 For a variety of reasons, a larger percentage of people are concerned today about the state of the envi- ronment than in years past. This has led to the formation of environmental action groups that attempt to alter...
A sociologist is interested in the relation between x = number of job changes and γ = annual salary (in thousands of dollars) for people living in the Nashville area. A random sample of 10 people employed in Nashville provided the following information. 9 10 10 3 34 36 32 32 32 3843 37 40 33 5 76 x (number of job changes) Y (Salary in $1000 In this setting we have Σχ = 62, Ху-357, ΣΧ2-462, Xy2-12,875, and ΣΧγ...
A biologist looked at the relationship between number of seeds a plant produces and the percent of those seeds that sprout. The results of the survey are shown below. 50 67 55 63 43 Seeds Produced Sprout Percent 52 59.2 61 54.6 58 55.8 67 55.2 59 47.2 57 49.8 70.8 a. Find the correlation coefficient: r = Round to 2 decimal places. b. The null and alternative hypotheses for correlation are: Ho: ? = 0 H : ? +...
1. Which of the following conditions will lead to a smaller variance for the intercept estimator for your multiple regression model? (A) X values cluster far from the origin of the X axis (B) X values closely pack around the mean of X in your sample (C) Small sample sizes (D) High correlation among the explanatory variables (E) Small error variance in the population regression function 2. R-squared (A) measures the proportion of variability of the dependent variable that is...
Question 1 Which of the following choices best describes the scatterplot shown below? Group of answer choices Linear, negative, strong No form, weak Linear, positive, strong Curved, weak Question 2 Which of the following choices is most likely to be the correlation of the data in the scatterplot shown below? Group of answer choices -0.14 1.04 0.86 -0.92 Question 3 Most roller coasters get their speed by dropping down a steep initial incline, so it makes sense that we can...