Finite Mathematics with Applications In the Management, Natural, and Social Sciences (12th Edition)
Finite Mathematics with Applications In the Management, Natural, and Social Sciences (12th Edition)
12th Edition
ISBN: 9780134767611
Author: Margaret L. Lial, Tom Hungerford, John P. Holcomb, Bernadette Mullins
Publisher: PEARSON
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Concept explainers

Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as p…
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Chapter 2.3, Problem 15E

In Exercises 15-18 find the required linear model using leastssquares regression. (See Examples 3-6.)

Credit Unions Use the data on the number of federal credits in Exercise 13.

(a) Find a linear model for these data with x=11 corresponding to the year 2011.

(b) Assuming the trend continues, estimate the number of federal credit unions in the year 2018.

Exercise 13: Credit Unions The following table shows the number of operating federal credit unions in United states for several years.

Year 2011 2012 2013 2014 2015
Number of federal credit unions 4444 4268 4100 3924 3762

Let x = 11 correspond to the year 2011. (Data from: Credit Union National Association.)

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Chapter 2 Solutions

Finite Mathematics with Applications In the Management, Natural, and Social Sciences (12th Edition)

Ch. 2.1 - Checkpoint Locate (1,6),(3,5),(4,3),(0,2),and(5,0)...Ch. 2.1 - Checkpoint Which of the following are solutions of...Ch. 2.1 - Prob. 3CPCh. 2.1 - Prob. 4CPCh. 2.1 - Checkpoint From Figure 2.7 determine when the S&P...Ch. 2.1 - Prob. 6CPCh. 2.1 - Prob. 7CPCh. 2.1 - Prob. 8CPCh. 2.1 - Prob. 1ECh. 2.1 - State the quadrant in which each point lies....
Ch. 2.1 - Prob. 3ECh. 2.1 - Prob. 4ECh. 2.1 - Prob. 5ECh. 2.1 - Prob. 6ECh. 2.1 - Prob. 7ECh. 2.1 - Prob. 8ECh. 2.1 - Prob. 9ECh. 2.1 - Prob. 10ECh. 2.1 - Prob. 11ECh. 2.1 - Prob. 12ECh. 2.1 - Prob. 13ECh. 2.1 - Prob. 14ECh. 2.1 - Prob. 15ECh. 2.1 - Prob. 16ECh. 2.1 - Prob. 17ECh. 2.1 - Prob. 18ECh. 2.1 - Prob. 19ECh. 2.1 - Prob. 20ECh. 2.1 - Find the x-intercepts and y-intercepts of the...Ch. 2.1 - Prob. 22ECh. 2.1 - Prob. 23ECh. 2.1 - Find the x-intercepts and y-intercepts of the...Ch. 2.1 - Prob. 25ECh. 2.1 - Prob. 26ECh. 2.1 - Prob. 27ECh. 2.1 - Prob. 28ECh. 2.1 - Sketch the graph of the equation. See Examples...Ch. 2.1 - Prob. 30ECh. 2.1 - Prob. 31ECh. 2.1 - Prob. 32ECh. 2.1 - Prob. 33ECh. 2.1 - Prob. 34ECh. 2.1 - Sketch the graph of the equation. See Examples...Ch. 2.1 - Prob. 36ECh. 2.1 - Prob. 37ECh. 2.1 - Prob. 38ECh. 2.1 - Sketch the graph of the information in the...Ch. 2.1 - Prob. 40ECh. 2.1 - ATM Fees An article in The Wall Street Journal on...Ch. 2.1 - Prob. 42ECh. 2.1 - Prob. 43ECh. 2.1 - ATM Fees An article in The Wall Street Journal on...Ch. 2.1 - Prob. 45ECh. 2.1 - Prob. 46ECh. 2.1 - Prob. 47ECh. 2.1 - Prob. 48ECh. 2.1 - Prob. 49ECh. 2.1 - Prob. 50ECh. 2.1 - Prob. 51ECh. 2.1 - Prob. 52ECh. 2.1 - Prob. 53ECh. 2.1 - Prob. 54ECh. 2.1 - Prob. 55ECh. 2.1 - Prob. 56ECh. 2.1 - Prob. 57ECh. 2.1 - Prob. 58ECh. 2.1 - Prob. 59ECh. 2.1 - Prob. 60ECh. 2.1 - Prob. 61ECh. 2.1 - Prob. 62ECh. 2.1 - Prob. 63ECh. 2.1 - Prob. 64ECh. 2.1 - Prob. 65ECh. 2.1 - Prob. 66ECh. 2.1 - Prob. 67ECh. 2.1 - Prob. 68ECh. 2.1 - Use a graphing calculator for Exercises 69-70....Ch. 2.1 - Prob. 70ECh. 2.1 - Prob. 71ECh. 2.1 - Prob. 72ECh. 2.1 - Prob. 73ECh. 2.1 - Prob. 74ECh. 2.1 - Prob. 75ECh. 2.1 - Use a graphing calculator to approximate all real...Ch. 2.2 - Prob. 1CPCh. 2.2 - Prob. 2CPCh. 2.2 - Find the slope and y-intercept of a x+4y=6; b...Ch. 2.2 - Prob. 4CPCh. 2.2 - Prob. 5CPCh. 2.2 - Prob. 6CPCh. 2.2 - Prob. 7CPCh. 2.2 - Prob. 8CPCh. 2.2 - Prob. 9CPCh. 2.2 - Prob. 1ECh. 2.2 - Prob. 2ECh. 2.2 - Prob. 3ECh. 2.2 - Prob. 4ECh. 2.2 - Prob. 5ECh. 2.2 - Prob. 6ECh. 2.2 - Prob. 7ECh. 2.2 - Prob. 8ECh. 2.2 - Prob. 9ECh. 2.2 - Prob. 10ECh. 2.2 - Prob. 11ECh. 2.2 - Prob. 12ECh. 2.2 - Prob. 13ECh. 2.2 - Prob. 14ECh. 2.2 - Prob. 15ECh. 2.2 - Prob. 16ECh. 2.2 - Prob. 17ECh. 2.2 - Prob. 18ECh. 2.2 - Prob. 19ECh. 2.2 - Prob. 20ECh. 2.2 - Prob. 21ECh. 2.2 - Prob. 22ECh. 2.2 - Prob. 23ECh. 2.2 - Prob. 24ECh. 2.2 - Prob. 25ECh. 2.2 - Prob. 26ECh. 2.2 - Prob. 27ECh. 2.2 - Prob. 28ECh. 2.2 - Prob. 29ECh. 2.2 - Prob. 30ECh. 2.2 - Prob. 31ECh. 2.2 - Prob. 32ECh. 2.2 - Prob. 33ECh. 2.2 - Prob. 34ECh. 2.2 - Prob. 35ECh. 2.2 - Prob. 36ECh. 2.2 - Prob. 37ECh. 2.2 - Prob. 38ECh. 2.2 - Prob. 39ECh. 2.2 - Prob. 40ECh. 2.2 - Prob. 41ECh. 2.2 - Prob. 42ECh. 2.2 - Prob. 43ECh. 2.2 - Prob. 44ECh. 2.2 - Prob. 45ECh. 2.2 - Prob. 46ECh. 2.2 - Prob. 47ECh. 2.2 - Prob. 48ECh. 2.2 - Prob. 49ECh. 2.2 - Prob. 50ECh. 2.2 - Prob. 51ECh. 2.2 - Prob. 52ECh. 2.2 - Prob. 53ECh. 2.2 - Prob. 54ECh. 2.2 - Prob. 55ECh. 2.2 - Prob. 56ECh. 2.2 - Prob. 57ECh. 2.2 - Prob. 58ECh. 2.2 - Prob. 59ECh. 2.2 - Prob. 60ECh. 2.2 - Prob. 61ECh. 2.2 - Prob. 62ECh. 2.2 - Prob. 63ECh. 2.2 - Prob. 64ECh. 2.2 - Prob. 65ECh. 2.2 - Prob. 66ECh. 2.2 - Prob. 67ECh. 2.2 - Light Beer Sales Data from the Wall Street Journal...Ch. 2.2 - Light Beer Sales Data from the Wall Street Journal...Ch. 2.2 - Light Beer Sales Data from the Wall Street Journal...Ch. 2.2 - Global Malaria Cases Data from the Wall Street...Ch. 2.2 - Prob. 72ECh. 2.2 - Global Malaria Cases Data from the Wall Street...Ch. 2.2 - Prob. 74ECh. 2.2 - Prob. 75ECh. 2.2 - Prob. 76ECh. 2.2 - Luxury Handbags Michael Kors now dominates the...Ch. 2.2 - Cocoa Production In 2005, global cocoa bean...Ch. 2.2 - Prob. 79ECh. 2.2 - Employee Health Costs In the year 2010, the...Ch. 2.3 - Checkpoint 1 Full-Time Faculty Members The number...Ch. 2.3 - Prob. 2CPCh. 2.3 - Prob. 3CPCh. 2.3 - Prob. 4CPCh. 2.3 - Checkpoint 5 Using only the data from 2010 and...Ch. 2.3 - Temperature The following table shows equivalent...Ch. 2.3 - Prob. 2ECh. 2.3 - Prob. 3ECh. 2.3 - Prob. 4ECh. 2.3 - Prob. 5ECh. 2.3 - Prob. 6ECh. 2.3 - Prob. 7ECh. 2.3 - Prob. 8ECh. 2.3 - In each of the next set of problems, assume that...Ch. 2.3 - Prob. 10ECh. 2.3 - Prob. 11ECh. 2.3 - In each of the next two problems, two linear...Ch. 2.3 - Prob. 13ECh. 2.3 - Prob. 14ECh. 2.3 - In Exercises 15-18 find the required linear model...Ch. 2.3 - Prob. 16ECh. 2.3 - Prob. 17ECh. 2.3 - Prob. 18ECh. 2.3 - Street and Highway Construction The total amount...Ch. 2.3 - Prob. 20ECh. 2.3 - Prob. 21ECh. 2.3 - Life Expectancy The following table shows mens and...Ch. 2.4 - a First multiply both sides of -6-1 by 4, and then...Ch. 2.4 - Prob. 2CPCh. 2.4 - Solve these inequalities. Graph each solution. a...Ch. 2.4 - Prob. 4CPCh. 2.4 - Prob. 5CPCh. 2.4 - Prob. 6CPCh. 2.4 - Prob. 7CPCh. 2.4 - Prob. 8CPCh. 2.4 - Prob. 9CPCh. 2.4 - Prob. 1ECh. 2.4 - Prob. 2ECh. 2.4 - Prob. 3ECh. 2.4 - Prob. 4ECh. 2.4 - Prob. 5ECh. 2.4 - Prob. 6ECh. 2.4 - Prob. 7ECh. 2.4 - Prob. 8ECh. 2.4 - Prob. 9ECh. 2.4 - Prob. 10ECh. 2.4 - Prob. 11ECh. 2.4 - Prob. 12ECh. 2.4 - Solve each inequality and graph each solution. See...Ch. 2.4 - Prob. 14ECh. 2.4 - Solve each inequality and graph each solution. See...Ch. 2.4 - Prob. 16ECh. 2.4 - Prob. 17ECh. 2.4 - Prob. 18ECh. 2.4 - Solve each inequality and graph each solution. See...Ch. 2.4 - Prob. 20ECh. 2.4 - Prob. 21ECh. 2.4 - Prob. 22ECh. 2.4 - Prob. 23ECh. 2.4 - Prob. 24ECh. 2.4 - Prob. 25ECh. 2.4 - Prob. 26ECh. 2.4 - Prob. 27ECh. 2.4 - Prob. 28ECh. 2.4 - Solve each inequality and graph each solution. See...Ch. 2.4 - Prob. 30ECh. 2.4 - Prob. 31ECh. 2.4 - Prob. 32ECh. 2.4 - Prob. 33ECh. 2.4 - Prob. 34ECh. 2.4 - Prob. 35ECh. 2.4 - Prob. 36ECh. 2.4 - Prob. 37ECh. 2.4 - Prob. 38ECh. 2.4 - Prob. 39ECh. 2.4 - Prob. 40ECh. 2.4 - Prob. 41ECh. 2.4 - Prob. 42ECh. 2.4 - Prob. 43ECh. 2.4 - Prob. 44ECh. 2.4 - Prob. 45ECh. 2.4 - Solve each inequality. Graph each solution. See...Ch. 2.4 - Prob. 47ECh. 2.4 - Prob. 48ECh. 2.4 - Temperature The given inequality describes the...Ch. 2.4 - Prob. 50ECh. 2.4 - Prob. 51ECh. 2.4 - Prob. 52ECh. 2.4 - Prob. 53ECh. 2.4 - Social Science A Gallup poll in January 2017 found...Ch. 2.4 - Prob. 55ECh. 2.4 - Prob. 56ECh. 2.5 - Solve each inequality. Graph the solution on the...Ch. 2.5 - Prob. 2CPCh. 2.5 - Prob. 3CPCh. 2.5 - Prob. 4CPCh. 2.5 - Solve each inequality. a 3x-24 b p1-p3 c Why is 2...Ch. 2.5 - Prob. 6CPCh. 2.5 - Prob. 7CPCh. 2.5 - Prob. 1ECh. 2.5 - Prob. 2ECh. 2.5 - Prob. 3ECh. 2.5 - Solve each of these quadratic inequalities. Graph...Ch. 2.5 - Prob. 5ECh. 2.5 - Prob. 6ECh. 2.5 - Solve each of these quadratic inequalities. Graph...Ch. 2.5 - Prob. 8ECh. 2.5 - Prob. 9ECh. 2.5 - Prob. 10ECh. 2.5 - Prob. 11ECh. 2.5 - Prob. 12ECh. 2.5 - Prob. 13ECh. 2.5 - Solve these inequalities. See Example 4. p3-25p0Ch. 2.5 - Prob. 15ECh. 2.5 - Prob. 16ECh. 2.5 - Prob. 17ECh. 2.5 - Prob. 18ECh. 2.5 - Solve these inequalities. See Example 4. 6k3-5k24kCh. 2.5 - Prob. 20ECh. 2.5 - Prob. 21ECh. 2.5 - Prob. 22ECh. 2.5 - Prob. 23ECh. 2.5 - Prob. 24ECh. 2.5 - Prob. 25ECh. 2.5 - Prob. 26ECh. 2.5 - Prob. 27ECh. 2.5 - Prob. 28ECh. 2.5 - Prob. 29ECh. 2.5 - Prob. 30ECh. 2.5 - Prob. 31ECh. 2.5 - Solve these rational inequalities. See Examples 7...Ch. 2.5 - Prob. 33ECh. 2.5 - Prob. 34ECh. 2.5 - Prob. 35ECh. 2.5 - Prob. 36ECh. 2.5 - Prob. 37ECh. 2.5 - Prob. 38ECh. 2.5 - Use a graphing calculator to solve these...Ch. 2.5 - Use a graphing calculator to solve these...Ch. 2.5 - Profit An analyst has found that her companys...Ch. 2.5 - Prob. 42ECh. 2.5 - Prob. 43ECh. 2.5 - Prob. 44ECh. 2.CR - Prob. 1CRCh. 2.CR - Prob. 2CRCh. 2.CR - Sketch the graph of each equation. 5x3y=15Ch. 2.CR - Prob. 4CRCh. 2.CR - Sketch the graph of each equation. y+3=0Ch. 2.CR - Prob. 6CRCh. 2.CR - Prob. 7CRCh. 2.CR - Prob. 8CRCh. 2.CR - Prob. 9CRCh. 2.CR - Prob. 10CRCh. 2.CR - Prob. 11CRCh. 2.CR - Prob. 12CRCh. 2.CR - Prob. 13CRCh. 2.CR - Prob. 14CRCh. 2.CR - Prob. 15CRCh. 2.CR - Prob. 16CRCh. 2.CR - Prob. 17CRCh. 2.CR - Prob. 18CRCh. 2.CR - Prob. 19CRCh. 2.CR - Prob. 20CRCh. 2.CR - Prob. 21CRCh. 2.CR - Prob. 22CRCh. 2.CR - Prob. 23CRCh. 2.CR - Prob. 24CRCh. 2.CR - Prob. 25CRCh. 2.CR - Prob. 26CRCh. 2.CR - Prob. 27CRCh. 2.CR - Prob. 28CRCh. 2.CR - Prob. 29CRCh. 2.CR - Prob. 30CRCh. 2.CR - Prob. 31CRCh. 2.CR - Prob. 32CRCh. 2.CR - Prob. 33CRCh. 2.CR - Prob. 34CRCh. 2.CR - Prob. 35CRCh. 2.CR - Prob. 36CRCh. 2.CR - Two-Year School Tuition The following table shows...Ch. 2.CR - Four-Year School Tuition The following table shows...Ch. 2.CR - Prob. 39CRCh. 2.CR - Prob. 40CRCh. 2.CR - Prob. 41CRCh. 2.CR - Prob. 42CRCh. 2.CR - Prob. 43CRCh. 2.CR - Prob. 44CRCh. 2.CR - Prob. 45CRCh. 2.CR - Prob. 46CRCh. 2.CR - Prob. 47CRCh. 2.CR - Prob. 48CRCh. 2.CR - Prob. 49CRCh. 2.CR - Prob. 50CRCh. 2.CR - Prob. 51CRCh. 2.CR - Prob. 52CRCh. 2.CR - Prob. 53CRCh. 2.CR - Prob. 54CRCh. 2.CR - Prob. 55CRCh. 2.CR - Prob. 56CRCh. 2.CR - Prob. 57CRCh. 2.CR - Prob. 58CRCh. 2.CR - Prob. 59CRCh. 2.CR - Prob. 60CRCh. 2.CR - Prob. 61CRCh. 2.CR - Prob. 62CRCh. 2.CR - Prob. 63CRCh. 2.CR - Prob. 64CRCh. 2.CR - Prob. 65CRCh. 2.CR - Prob. 66CR
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