Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
6th Edition
ISBN: 9781337111348
Author: Bruce Crauder, Benny Evans, Alan Noell
Publisher: Cengage Learning
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Chapter 3.CR, Problem 14CR
To determine
To explain:
The meaning of slope of the regression line in practical terms.
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Instruction: Compute for the regression line and interpret the results (
An executive at a telecommunications company is interested in the relationship between an individual's income
and mobile phone usage. In particular, to help her in pricing and marketing strategies, she is interested in
ascertaining whether she can use an individual's gross annual income to predict how much time they spend
making national calls from their mobile phone per week.
Annual income ('000)
Weekly time on national calls (minutes)
23
69
29
29
95
102
118
126
125
35
42
46
50
54
138
178
64
156
66
184
76
176
78
225
She surveys 12 mobile phone users and records their annual incomes and time (in minutes spent making
national calls each week). The data are presented in sequence, according to gross annual income.
**Based on the regression results, answer the following questions**
Data are collected on the income (measured in $1000’s of $’s), house value (measured in $1000’s of $’s), years in a home, age, sex (=1 for male, =0 for female), and the amount outstanding on a mortgage (measured in $1000’s of $’s). The dependent variable is income.
Based on the regression results, answer the following questions
b) What is the estimated regression equation?
c) How much of the variation in income is explained by the regressors?
d) What is the standard error of the error term in the regression equation?
**Based on the regression results, answer the following questions**
Data are collected on the income (measured in $1000’s of $’s), house value (measured in $1000’s of $’s), years in a home, age, sex (=1 for male, =0 for female), and the amount outstanding on a mortgage (measured in $1000’s of $’s). The dependent variable is income.
Based on the regression results, answer the following questions
e) Are any of the explanatory (independent) variables significant at the 10% level of significance? How do you know?
f) What is the predicted value of income for a person that has been in a house for 5 years, is 38 years old, is a male, has a house valued at $250,000, and has $100,000 left on their mortgage?
(g) What is the effect on the income of a person being a male versus a female?
Chapter 3 Solutions
Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
Ch. 3.1 - Suppose that the peak of the roof occurs 20 rather...Ch. 3.1 - Re-do the example under the assumption that the...Ch. 3.1 - Reminder Round all answers two decimal places...Ch. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Reminder Round all answers to two decimal places...Ch. 3.1 - Reminder Round all answers to two decimal places...Ch. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Prob. 6ECh. 3.1 - Slides A company manufactures slides. The top of...Ch. 3.1 - Felling a Tree A tree service is to fell a tree. A...
Ch. 3.1 - Reminder Round all answers to two decimal places...Ch. 3.1 - Reminder Round all answers to two decimal places...Ch. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Prob. 16ECh. 3.1 - Prob. 17ECh. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Reminder Round all answers to two decimal places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Reminder Round all answers to two decimals places...Ch. 3.1 - Prob. 24ECh. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - Reminder Round all answers two decimals places...Ch. 3.1 - A Ramp A ramp runs from the ground level to a...Ch. 3.1 - A Rope A rope is stretched from the top of a...Ch. 3.1 - Slope from the Rise and Run One end of a ladder is...Ch. 3.1 - Prob. 4SBECh. 3.1 - Height from Slope and Horizontal Distance The base...Ch. 3.1 - Height from Slope and Horizontal Distance The base...Ch. 3.1 - Horizontal Distance from Height and Slope A ladder...Ch. 3.1 - Horizontal Distance from Height and Slope A ladder...Ch. 3.1 - Slope from Two Points Take west to be the positive...Ch. 3.1 - Continuation of Exercise S-9 If you move 5...Ch. 3.1 - A Circus Tent You are at the center of a circus...Ch. 3.1 - More on the Circus Tent Assume that the roof of...Ch. 3.1 - Slope If a building is 100 feet tall and is viewed...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Slopes of Lines in the Coordinate Plane For...Ch. 3.1 - Prob. 23SBECh. 3.1 - Prob. 24SBECh. 3.1 - Prob. 25SBECh. 3.2 - TEST YOUR UNDERSTADING FOR EXAMPLE 3.3 The State...Ch. 3.2 - Prob. 2TUCh. 3.2 - TEST YOUR UNDERSTADING FOR EXAMPLE 3.5 A donation...Ch. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Prob. 10ECh. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Prob. 15ECh. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Prob. 18ECh. 3.2 - Prob. 19ECh. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Prob. 22ECh. 3.2 - Prob. 23ECh. 3.2 - Reminder Round all answer to two decimal places...Ch. 3.2 - Prob. 25ECh. 3.2 - Prob. 26ECh. 3.2 - Reminder Round all answers to two decimal places...Ch. 3.2 - Prob. 28ECh. 3.2 - Prob. 29ECh. 3.2 - The Chess Club The number P of people in the chess...Ch. 3.2 - A Fast Car When I push the gas pedal to the floor,...Ch. 3.2 - Prob. 3SBECh. 3.2 - Prob. 4SBECh. 3.2 - Slope from Two Values Suppose that f is a linear...Ch. 3.2 - Prob. 6SBECh. 3.2 - Function Value from Slope and Run Suppose that f...Ch. 3.2 - Prob. 8SBECh. 3.2 - Run from Slope and Rise Suppose that f is a linear...Ch. 3.2 - Prob. 10SBECh. 3.2 - Linear Equation from Slope and Point Suppose that...Ch. 3.2 - Prob. 12SBECh. 3.2 - Linear Equation from Two Points Suppose that f is...Ch. 3.2 - Prob. 14SBECh. 3.2 - Prob. 15SBECh. 3.2 - Prob. 16SBECh. 3.2 - Properties of Linear Functions Exercises S-15...Ch. 3.2 - Prob. 18SBECh. 3.2 - Prob. 19SBECh. 3.2 - Properties of Linear Functions Exercises S-15...Ch. 3.2 - Properties of Linear Functions Exercises S-15...Ch. 3.2 - Prob. 22SBECh. 3.2 - Prob. 23SBECh. 3.2 - Prob. 24SBECh. 3.2 - Properties of Linear Functions Exercises S-15...Ch. 3.2 - Prob. 26SBECh. 3.2 - Prob. 27SBECh. 3.3 - TEST YOUR UNDERSTANDING FOR EXAMPLE 3.6 The...Ch. 3.3 - TEST YOUR UNDERSTANDING FOR EXAMPLE 3.7 Objects of...Ch. 3.3 - Employee Turnover The percentage of employees who...Ch. 3.3 - Cost of Adding Employees The following table shows...Ch. 3.3 - Making Ice Our ice machine is making ice in...Ch. 3.3 - Adjusted Gross Income An individuals adjusted...Ch. 3.3 - Price of Amazons Kindle The following table shows...Ch. 3.3 - 6. Tuition at American Private Universities The...Ch. 3.3 - Tuition at American Public Universities This is a...Ch. 3.3 - Total Cost The background for this exercise can be...Ch. 3.3 - Total Revenue and Profit This is a continuation of...Ch. 3.3 - Dropping Rocks on Mars The behavior of objects...Ch. 3.3 - The Kelvin Temperature Scale Physicists and...Ch. 3.3 - Further Verification of Newtons Second LawThis...Ch. 3.3 - Market supply The following table shows the...Ch. 3.3 - Market Demand This is a continuation of Exercise...Ch. 3.3 - Time Velocity 2.0 27.9 2.5 33.8 3.0 39.7 3.5 45.6...Ch. 3.3 - High School Graduates The following table shows...Ch. 3.3 - Later High School Graduates This is a continuation...Ch. 3.3 - Tax Table Here are selected entries from the 2014...Ch. 3.3 - Sound Speed in Oceans Marine scientists use a...Ch. 3.3 - Focal Length A refracting telescope has a main...Ch. 3.3 - Prob. 21ECh. 3.3 - Prob. 22ECh. 3.3 - When Date Are Unevenly speed. If data are evenly...Ch. 3.3 - When Date Are Unevenly speed. If data are evenly...Ch. 3.3 - Testing Data for Linearity Test the following data...Ch. 3.3 - Prob. 2SBECh. 3.3 - Making a Linear Model Make a linear model for the...Ch. 3.3 - Making a Linear Model The data in Exercise S-2 are...Ch. 3.3 - Graphing Discrete Data Plot the data from the...Ch. 3.3 - Prob. 6SBECh. 3.3 - Prob. 7SBECh. 3.3 - Prob. 8SBECh. 3.3 - Prob. 9SBECh. 3.3 - Prob. 10SBECh. 3.3 - Plotting Data and Functions In Exercise S-11...Ch. 3.3 - Prob. 12SBECh. 3.3 - Prob. 13SBECh. 3.3 - Prob. 14SBECh. 3.3 - Prob. 15SBECh. 3.3 - Prob. 16SBECh. 3.3 - Prob. 17SBECh. 3.3 - Prob. 18SBECh. 3.3 - Prob. 19SBECh. 3.3 - Prob. 20SBECh. 3.3 - Prob. 21SBECh. 3.3 - Prob. 22SBECh. 3.3 - Prob. 23SBECh. 3.3 - Prob. 24SBECh. 3.3 - Prob. 25SBECh. 3.4 - TEST YOUR UNDERSTANDING The following table shows...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Prob. 19ECh. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Prob. 22ECh. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - Remainder Round all answers to two decimal places...Ch. 3.4 - 3.4 SKILL BUILDING EXERCISES Using the Regression...Ch. 3.4 - Prob. 2SBECh. 3.4 - 3.4 SKILL BUILDING EXERCISES Using the Regression...Ch. 3.4 - 3.4 SKILL BUILDING EXERCISES Using the Regression...Ch. 3.4 - Prob. 5SBECh. 3.4 - 3.4 SKILL BUILDING EXERCISES Getting Regression...Ch. 3.4 - 3.4 SKILL BUILDING EXERCISES Getting Regression...Ch. 3.4 - Prob. 8SBECh. 3.4 - Prob. 9SBECh. 3.4 - Prob. 10SBECh. 3.4 - 3.4 SKILL BUILDING EXERCISES Getting Regression...Ch. 3.4 - Find the equation of the regression line for the...Ch. 3.4 - 3.4 SKILL BUILDING EXERCISES Getting Regression...Ch. 3.4 - 3.4 SKILL BUILDING EXERCISES Getting Regression...Ch. 3.4 - Prob. 15SBECh. 3.4 - Prob. 16SBECh. 3.4 - Prob. 17SBECh. 3.4 - Prob. 18SBECh. 3.4 - Prob. 19SBECh. 3.4 - Prob. 20SBECh. 3.4 - Prob. 21SBECh. 3.4 - Prob. 22SBECh. 3.5 - TEST YOUR UNDERSTANDING For dessert, we need to...Ch. 3.5 - Investing You have 30, 000 to invest. You will...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Motherboards A manufacturer produces motherboards...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - A Party You have 36 to spend on refreshments for a...Ch. 3.5 - Mixing Feed A milling company wants to mix alfalfa...Ch. 3.5 - An Order for Bulbs You have space in your garden...Ch. 3.5 - American Dollars and British Pounds Assume that at...Ch. 3.5 - Population Growth There are originally 255 foxes...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Fahrenheit and Celsius If you know the temperature...Ch. 3.5 - A Bag of coins A bag contains 30 coins, some dimes...Ch. 3.5 - Prob. 17ECh. 3.5 - Reminder Round all answers to two decimal places...Ch. 3.5 - Prob. 19ECh. 3.5 - Prob. 20ECh. 3.5 - Prob. 21ECh. 3.5 - A system of Three equations in Three unknowns...Ch. 3.5 - Prob. 23ECh. 3.5 - Prob. 1SBECh. 3.5 - SKILL BIULDIND EXERCISES What Is the Solution For...Ch. 3.5 - Setting Up System of Equations In Exercises S-3...Ch. 3.5 - Setting Up System of Equations In Exercises S-3...Ch. 3.5 - Setting Up System of Equations In Exercises S-3...Ch. 3.5 - Setting up System of Equations in Exercises S-3...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Systems That May Be Solved by Hand or With...Ch. 3.5 - Prob. 20SBECh. 3.5 - Prob. 21SBECh. 3.5 - Prob. 22SBECh. 3.5 - System Not Easily solved by Hand Calculation....Ch. 3.5 - Prob. 24SBECh. 3.5 - Prob. 25SBECh. 3.5 - Prob. 26SBECh. 3.5 - Prob. 27SBECh. 3.CR - Drainage Pipe Slope Suppose a drainage pipe slopes...Ch. 3.CR - Prob. 2CRCh. 3.CR - A Ramp into a Van Suppose a ramp is used to move a...Ch. 3.CR - Reminder Round all answers to two decimal places...Ch. 3.CR - Prob. 5CRCh. 3.CR - Reminder Round all answers to two decimal places...Ch. 3.CR - Prob. 7CRCh. 3.CR - Working on a Commission A certain man works in...Ch. 3.CR - Reminder Round all answers to two decimal places...Ch. 3.CR - Prob. 10CRCh. 3.CR - Prob. 11CRCh. 3.CR - Marginal Tax Rate The following table shows tax...Ch. 3.CR - Prob. 13CRCh. 3.CR - Prob. 14CRCh. 3.CR - Life Expectancy The following table shows the...Ch. 3.CR - XYZ Corporation Stock Prices The following table...Ch. 3.CR - Prob. 17CRCh. 3.CR - Prob. 18CRCh. 3.CR - Bills A stack contains 400 worth of paper money...Ch. 3.CR - Mixing You're mixing blue paint with yellow paint...Ch. 3.FR2 - Prob. 1ECh. 3.FR2 - Prob. 2ECh. 3.FR2 - Prob. 3ECh. 3.FR2 - Prob. 4ECh. 3.FR2 - Prob. 5ECh. 3.FR2 - Prob. 6ECh. 3.FR2 - Prob. 7ECh. 3.FR2 - Prob. 8ECh. 3.FR2 - Prob. 9ECh. 3.FR3 - Prob. 1TUCh. 3.FR3 - Prob. 1ECh. 3.FR3 - Prob. 2ECh. 3.FR3 - Prob. 3ECh. 3.FR3 - Prob. 4ECh. 3.FR3 - Prob. 5ECh. 3.FR3 - Prob. 6ECh. 3.FR3 - Prob. 7ECh. 3.FR3 - Prob. 8ECh. 3.FR3 - Prob. 9ECh. 3.FR3 - Prob. 10ECh. 3.FR3 - Prob. 11ECh. 3.FR3 - Prob. 12ECh. 3.FR3 - Prob. 13E
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