
Mathematical Ideas (13th Edition) - Standalone book
13th Edition
ISBN: 9780321977076
Author: Charles D. Miller, Vern E. Heeren, John Hornsby, Christopher Heeren
Publisher: PEARSON
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Question
Chapter 2.2, Problem 28E
To determine
Whether the statement “∅ ⊆ D ” is true or false.
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Find a basis and dimension for the null space of the following matrix:
3 -2 0 7
-2
1-1 1
5 3 19-2
8
06
1
-2 -4
-5-6
-9
4-6
11
6
Find a basis and dimension for the column space of the same matrix (above).
3. (i) Below is the R code for performing a X2 test on a 2×3 matrix of categorical
variables called TestMatrix:
chisq.test(Test Matrix)
(a) Assuming we have a significant result for this procedure, provide the R
code (including any required packages) for an appropriate post hoc test.
(b) If we were to apply this technique to a 2 × 2 case, how would we adapt
the code in order to perform the correct test?
(ii) What procedure can we use if we want to test for association when we
have ordinal variables? What code do we use in R to do this? What package
does this command belong to?
(iii) The following code contains the initial steps for a scenario where we are
looking to investigate the relationship between age and whether someone owns
a car by using frequencies. There are two issues with the code - please state
these.
Row3<-c(75,15)
Row4<-c(50,-10)
MortgageMatrix<-matrix(c(Row1, Row4), byrow=T, nrow=2,
MortgageMatrix
dimnames=list(c("Yes", "No"), c("40 or older","<40")))…
Chapter 2 Solutions
Mathematical Ideas (13th Edition) - Standalone book
Ch. 2.1 - Prob. 1ECh. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Match each set in Group I with the appropriate...Ch. 2.1 - Prob. 9ECh. 2.1 - Prob. 10E
Ch. 2.1 - Prob. 11ECh. 2.1 - Prob. 12ECh. 2.1 - Prob. 13ECh. 2.1 - List all the elements of each set. Use set...Ch. 2.1 - List all the elements of each set. Use set...Ch. 2.1 - List all the elements of each set. Use set...Ch. 2.1 - Prob. 17ECh. 2.1 - Prob. 18ECh. 2.1 - Denote each set by the listing method. There may...Ch. 2.1 - Denote each set by the listing method. There may...Ch. 2.1 - Prob. 21ECh. 2.1 - Prob. 22ECh. 2.1 - Prob. 23ECh. 2.1 - Denote each set by the listing method. There may...Ch. 2.1 - Prob. 25ECh. 2.1 - 26 {(x, y) |x and y are integers, and
Ch. 2.1 - Denote each set by set-builder notation using x as...Ch. 2.1 - Denote each set by set-builder notation, using x...Ch. 2.1 - 29.
Ch. 2.1 - Denote each set by set-builder notation, using x...Ch. 2.1 - Prob. 31ECh. 2.1 - Prob. 32ECh. 2.1 - Prob. 33ECh. 2.1 - Prob. 34ECh. 2.1 - Identify each set as finite or infinite.
35.
Ch. 2.1 - Identify each set as finite or infinite. {6,12,18}Ch. 2.1 - Identify each set as finite or infinite. {...Ch. 2.1 - Identify each set as finite or infinite. 3,6,9,Ch. 2.1 - Prob. 39ECh. 2.1 - Identify each set as finite or infinite.
40 {x|x...Ch. 2.1 - Identify each set as finite or infinite. {x|x is a...Ch. 2.1 - Identify each set as finite or infinite. {x|x is a...Ch. 2.1 - Find n (A) for each set. A=0,1,2,3,4,5,6,7Ch. 2.1 - Find n (A) for each set. A=3,1,1,3,5,7,9Ch. 2.1 - Find n (A) for each set.
45.
Ch. 2.1 - Find n (A) for each set. A=0,1,2,3,,2000Ch. 2.1 - Prob. 47ECh. 2.1 - Prob. 48ECh. 2.1 - Prob. 49ECh. 2.1 - Prob. 50ECh. 2.1 - Find n (A) for each set. A={...Ch. 2.1 - Prob. 52ECh. 2.1 - Although x is a consonant why can we write x is a...Ch. 2.1 - Prob. 54ECh. 2.1 - Prob. 55ECh. 2.1 - Identify each set as well defined or not well...Ch. 2.1 - Prob. 57ECh. 2.1 - Prob. 58ECh. 2.1 - Fill each blank with either or to make each...Ch. 2.1 - Prob. 60ECh. 2.1 - Prob. 61ECh. 2.1 - Prob. 62ECh. 2.1 - Prob. 63ECh. 2.1 - Prob. 64ECh. 2.1 - Fill each blank with either or to make each...Ch. 2.1 - The statement 96,86,76 is true even though the...Ch. 2.1 - Write true or false for each statement. 32,5,6,8Ch. 2.1 - Write true or false for each statement. m1,m,n,o,pCh. 2.1 - Prob. 69ECh. 2.1 - Write true or false for each statement. 2-2,5,8,9Ch. 2.1 - Write true or false for each statement....Ch. 2.1 - Prob. 72ECh. 2.1 - Write true or false for each statement....Ch. 2.1 - Prob. 74ECh. 2.1 - Prob. 75ECh. 2.1 - Prob. 76ECh. 2.1 - Prob. 77ECh. 2.1 - Prob. 78ECh. 2.1 - Prob. 79ECh. 2.1 - Prob. 80ECh. 2.1 - Write true or false for each statement in...Ch. 2.1 - Prob. 82ECh. 2.1 - Prob. 83ECh. 2.1 - Prob. 84ECh. 2.1 - 85. The human mind likes to create collections....Ch. 2.1 - Prob. 86ECh. 2.1 - Prob. 87ECh. 2.1 - Prob. 88ECh. 2.1 - Prob. 89ECh. 2.1 - Prob. 90ECh. 2.1 - Prob. 91ECh. 2.1 - Prob. 92ECh. 2.2 - Prob. 1ECh. 2.2 - Prob. 2ECh. 2.2 - Prob. 3ECh. 2.2 - Prob. 4ECh. 2.2 - Prob. 5ECh. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Insert or in each blank to obtain a true...Ch. 2.2 - Prob. 13ECh. 2.2 - {red, blue, yellow}_____{yellow, blue, red}Ch. 2.2 - Prob. 15ECh. 2.2 - Prob. 16ECh. 2.2 - 17. _____{0}
Ch. 2.2 - _____Ch. 2.2 - {0, 1, 2, 3}______{1, 2, 3, 4}Ch. 2.2 - 20.{ 56,98 }{ 65,89 }Ch. 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 - For Exercises 21-36, tell whether each statement...Ch. 2.2 - For Exercises 21-36, tell whether each statement...Ch. 2.2 - Prob. 37ECh. 2.2 - Prob. 38ECh. 2.2 - Prob. 39ECh. 2.2 - For Exercises 37-40, find (a) the number of...Ch. 2.2 - Prob. 41ECh. 2.2 - Prob. 42ECh. 2.2 - Prob. 43ECh. 2.2 - Prob. 44ECh. 2.2 - Fly to California Drive to Califorina Higher cost...Ch. 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. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Match each term in Group I with the appropriate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Perform the indicated operations, and designate...Ch. 2.3 - Prob. 15ECh. 2.3 - 16.
Ch. 2.3 - Prob. 17ECh. 2.3 - 18.
Ch. 2.3 - (ZX)YCh. 2.3 - (TX)ZCh. 2.3 - X(XY)Ch. 2.3 - Prob. 22ECh. 2.3 - 23
Ch. 2.3 - Prob. 24ECh. 2.3 - Prob. 25ECh. 2.3 - (AB)(BA)Ch. 2.3 - 27.
Ch. 2.3 - (AB)CCh. 2.3 - Prob. 29ECh. 2.3 - TACh. 2.3 - Prob. 31ECh. 2.3 - TACh. 2.3 - Prob. 33ECh. 2.3 - Prob. 34ECh. 2.3 - Prob. 35ECh. 2.3 - An accountant is sorting tax returns in her files...Ch. 2.3 - Prob. 37ECh. 2.3 - 38.
Ch. 2.3 - 39.
Ch. 2.3 - n(AB)=n(A)+n(B)(AB)Ch. 2.3 - For Exercises41-44 use your results in parts (a)...Ch. 2.3 - Prob. 42ECh. 2.3 - Prob. 43ECh. 2.3 - For Exercises 41-44 use your results in parts (a)...Ch. 2.3 - Prob. 45ECh. 2.3 - (2,13)=(13,2)Ch. 2.3 - 6,3=3,6Ch. 2.3 - 48.
Ch. 2.3 - Find and for A and B defined as follows.
49.
Ch. 2.3 - Prob. 50ECh. 2.3 - Use the given information to find n(AB) and n(BA)...Ch. 2.3 - n(A)=13 and n(B)=5Ch. 2.3 - Find the cardinal number specified. If n(AB)=72...Ch. 2.3 - Find the cardinal number specified. If n(AB)=300...Ch. 2.3 - Prob. 55ECh. 2.3 - Prob. 56ECh. 2.3 - Prob. 57ECh. 2.3 - Prob. 58ECh. 2.3 - Use a Venn diagram similar to the one shown below...Ch. 2.3 - Prob. 60ECh. 2.3 - Prob. 61ECh. 2.3 - Prob. 62ECh. 2.3 - Use a Venn diagram similar to the one shown below...Ch. 2.3 - Prob. 64ECh. 2.3 - Prob. 65ECh. 2.3 - Prob. 66ECh. 2.3 - Prob. 67ECh. 2.3 - Prob. 68ECh. 2.3 - Prob. 69ECh. 2.3 - Use a Venn diagram to shade each set (AC)BCh. 2.3 - Prob. 71ECh. 2.3 - Prob. 72ECh. 2.3 - Prob. 73ECh. 2.3 - Write a description of each shaded area Use the...Ch. 2.3 - Write a description of each shaded area Use the...Ch. 2.3 - Write a description of each shaded area Use the...Ch. 2.3 - Prob. 77ECh. 2.3 - Prob. 78ECh. 2.3 - Prob. 79ECh. 2.3 - Prob. 80ECh. 2.3 - Prob. 81ECh. 2.3 - Prob. 82ECh. 2.3 - Prob. 83ECh. 2.3 - Prob. 84ECh. 2.3 - Prob. 85ECh. 2.3 - Prob. 86ECh. 2.3 - Prob. 87ECh. 2.3 - Prob. 88ECh. 2.3 - Prob. 89ECh. 2.3 - Prob. 90ECh. 2.4 - Prob. 1ECh. 2.4 - 2.
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Ch. 2.4 - 3 a ABC b ABC c. ABC d ABC e ABC f ABC g ABC h ABCCh. 2.4 -
4.
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Ch. 2.4 - In Exercises 5-10, make use of an appropriate...Ch. 2.4 - Find the value of n(AB) if n(A)=16,n(B)=28, and...Ch. 2.4 - Find the value of n (AB) if n(A)=20,n(B)=12, and...Ch. 2.4 - In Exercises 5-10, make use of an appropriate...Ch. 2.4 - 9. Find the value of n (A) if and
Ch. 2.4 - Prob. 10ECh. 2.4 - Prob. 11ECh. 2.4 - Prob. 12ECh. 2.4 - n(A)=25,n(B)=28,n(AB)=40,n(AB)=10Ch. 2.4 - 14.
Ch. 2.4 - Prob. 15ECh. 2.4 - ...Ch. 2.4 - 17
Ch. 2.4 - 18
Ch. 2.4 - Use Venn diagrams to work each problem.
19....Ch. 2.4 - Compact Disc Collection Gitti is a fan of the...Ch. 2.4 - Student Response to Classical Composers The 65...Ch. 2.4 - Financial Aid for Students At a southern...Ch. 2.4 - 23 Animated Movies A middle school counselor...Ch. 2.4 - 24 Non-Mainline Religious Beliefs 140 U S adults...Ch. 2.4 - Survey on Attitudes toward Religion Researchers...Ch. 2.4 - Prob. 26ECh. 2.4 - Hospital Patient Symptoms A survey was conducted...Ch. 2.4 - Song Themes It was once said that country-western...Ch. 2.4 - Prob. 29ECh. 2.4 - Sports Viewing A survey of 130 TV viewers was...Ch. 2.4 - Prob. 31ECh. 2.4 - Army Housing A study of U S. Army housing trends...Ch. 2.4 - Prob. 33ECh. 2.4 - Prob. 34ECh. 2 - Prob. 1TCh. 2 - Prob. 2TCh. 2 - Prob. 3TCh. 2 - Prob. 4TCh. 2 - In Exercises 1-14 let
Identify each statement as...Ch. 2 - Prob. 6TCh. 2 - Prob. 7TCh. 2 - In Exercises 1-14 let...Ch. 2 - n[(AB)C]=4Ch. 2 - In Exercises 1-14 let
Identify each statement as...Ch. 2 - Prob. 11TCh. 2 - In Exercises 1-14 let...Ch. 2 - Prob. 13TCh. 2 - Prob. 14TCh. 2 - Give a word description for each set. {-3, -1, 1,...Ch. 2 - Give a word description for each set.
16. {Sun,...Ch. 2 - Express each set in set-builder notation.
17. {-1,...Ch. 2 - Express each set in set-builder notation.
18. {24,...Ch. 2 - Place both, or neither in each blank to make a...Ch. 2 - Place both, or neither in each blank to make a...Ch. 2 - Prob. 21TCh. 2 - Prob. 22TCh. 2 - Prob. 23TCh. 2 - Prob. 24TCh. 2 - 25 State De Morgan's laws for sets in words rather...Ch. 2 - Facts about Inventions The table lists ten...Ch. 2 - Prob. 27TCh. 2 - Prob. 28TCh. 2 - Prob. 29TCh. 2 - Financial Aid to College Students Three sources of...
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