Understandable Statistics: Concepts and Methods 12th edition

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Charles Henry Brase and Corrinne Pellillo Brase
Publisher: Cengage Learning

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  • Brase Understandable Statistics 12

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  • Chapter 1: Getting Started
    • 1: Stats in Practice Video Question (1)
    • 1.1: What Is Statistics? (13)
    • 1.2: Random Samples (11)
    • 1.3: Introduction to Experimental Design (10)
    • 1: Chapter Review Problems (10)
    • 1: Concept Questions (10)
    • 1: Labs (6)
    • 1: Test Bank (30)

  • Chapter 2: Organizing Data
    • 2: Stats in Practice Video Question (1)
    • 2.1: Frequency Distributions, Histograms, and Related Topics (27)
    • 2.2: Bar Graphs, Circle Graphs, and Time-Series Graphs (11)
    • 2.3: Stem-and-Leaf Displays (12)
    • 2: Chapter Review Problems (10)
    • 2: JMP Simulations (3)
    • 2: Concept Questions (8)
    • 2: Labs (5)
    • 2: Test Bank (74)

  • Chapter 3: Averages and Variation
    • 3: Stats in Practice Video Question (1)
    • 3.1: Measures of Central Tendency: Mode, Median, and Mean (30)
    • 3.2: Measures of Variation (33)
    • 3.3: Percentiles and Box-and-Whisker Plots (13)
    • 3: Chapter Review Problems (11)
    • 3: Cumulative Review Problems (18)
    • 3: JMP Simulations (2)
    • 3: Concept Questions (6)
    • 3: Labs (6)
    • 3: Test Bank (91)

  • Chapter 4: Elementary Probability Theory
    • 4: Stats in Practice Video Question (1)
    • 4.1: What Is Probability? (21)
    • 4.2: Some Probability Rules—Compound Events (40)
    • 4.3: Trees and Counting Techniques (35)
    • 4: Chapter Review Problems (16)
    • 4: Concept Questions (4)
    • 4: Labs (5)

  • Chapter 5: The Binomial Probability Distribution and Related Topics
    • 5: Stats in Practice Video Question (1)
    • 5.1: Introduction to Random Variables and Probability Distributions (25)
    • 5.2: Binomial Probabilities (31)
    • 5.3: Additional Properties of the Binomial Distribution (31)
    • 5.4: The Geometric and Poisson Probability Distributions (35)
    • 5: Chapter Review Problems (22)
    • 5: Concept Questions (14)
    • 5: Labs (5)
    • 5: Test Bank (37)

  • Chapter 6: Normal Curves and Sampling Distributions
    • 6: Stats in Practice Video Question (1)
    • 6.1: Graphs of Normal Probability Distributions (18)
    • 6.2: Standard Units and Areas Under the Standard Normal Distribution (59)
    • 6.3: Areas Under Any Normal Curve (49)
    • 6.4: Sampling Distributions (9)
    • 6.5: The Central Limit Theorem (24)
    • 6.6: Normal Approximation to Binomial Distribution and to Distribution (22)
    • 6: Chapter Review Problems (23)
    • 6: Cumulative Review Problems (15)
    • 6: Concept Questions (12)
    • 6: Labs (5)
    • 6: Test Bank (181)

  • Chapter 7: Estimation
    • 7: Stats in Practice Video Question (2)
    • 7.1: Estimating μ When σ Is Known (20)
    • 7.2: Estimating μ When σ Is Unknown (22)
    • 7.3: Estimating p in the Binomial Distribution (25)
    • 7.4: Estimating μ1μ2 and p1p2 (23)
    • 7: Chapter Review Problems (19)
    • 7: JMP Simulations (13)
    • 7: Concept Questions (12)
    • 7: Labs (6)
    • 7: Test Bank (48)

  • Chapter 8: Hypothesis Testing
    • 8: Stats in Practice Video Question (1)
    • 8.1: Introduction to Statistical Tests (17)
    • 8.2: Testing the Mean μ (29)
    • 8.3: Testing a Proportion p (24)
    • 8.4: Tests Involving Paired Differences (Dependent Samples) (24)
    • 8.5: Testing μ1μ2 and p1p2 (Independent Samples) (34)
    • 8: Chapter Review Problems (18)
    • 8: JMP Simulations (22)
    • 8: Concept Questions (12)
    • 8: Labs (6)
    • 8: Test Bank (227)

  • Chapter 9: Correlation and Regression
    • 9: Stats in Practice Video Question (1)
    • 9.1: Scatter Diagrams and Linear Correlation (24)
    • 9.2: Linear Regression and the Coefficient of Determination (28)
    • 9.3: Inferences for Correlation and Regression (20)
    • 9.4: Multiple Regression (6)
    • 9: Chapter Review Problems (10)
    • 9: Cumulative Review Problems (9)
    • 9: JMP Simulations (8)
    • 9: Concept Questions (10)
    • 9: Labs (6)
    • 9: Test Bank (114)

  • Chapter 10: Chi-Square and F Distributions
    • 10: Stats in Practice Video Question (1)
    • 10.1: Chi-Square: Tests of Independence and of Homogeneity (16)
    • 10.2: Chi-Square: Goodness of Fit (19)
    • 10.3: Testing and Estimating a Single Variance or Standard Deviation (12)
    • 10.4: Testing Two Variances (13)
    • 10.5: One-Way ANOVA: Comparing Several Sample Means (10)
    • 10.6: Introduction to Two-Way ANOVA (7)
    • 10: Chapter Review Problems (14)
    • 10: JMP Simulations (12)
    • 10: Concept Questions (4)
    • 10: Labs (6)
    • 10: Test Bank (86)

  • Chapter 11: Nonparametric Statistics
    • 11: Stats in Practice Video Question (1)
    • 11.1: The Sign Test for Matched Pairs (13)
    • 11.2: The Rank-Sum Test (12)
    • 11.3: Spearman Rank Correlation (11)
    • 11.4: Runs Test for Randomness (12)
    • 11: Chapter Review Problems (10)
    • 11: Cumulative Review Problems (7)
    • 11: Concept Questions
    • 11: Labs (6)
    • 11: Test Bank (38)

  • Chapter A: Appendices
    • A.1: Bayes's Theorem
    • A.2: The Hypergeometric Probability Distribution

  • Chapter PJT: Project
    • PJT.1: Project (4)


Understandable Statistics: Concepts and Methods, 12th edition, by Brase and Brase is a thorough yet accessible program designed to help readers overcome their apprehensions about statistics. To reinforce this approach, and make the material interesting as well as easier to understand, the book integrates real-life data from a variety of sources, including journals, periodicals, newspapers, and the Internet. The WebAssign component for this title engages students with many features, including links to a complete eBook.

Features

  • Each question links to the corresponding section of a complete, interactive eBook.
  • Watch It links provide step-by-step instruction with short, engaging videos that are ideal for visual learners.
  • Master It Tutorials (MI) are available for all major concepts and guide students step by step through the solution of a problem.
  • Course Packs with ready-to-use assignments built by subject matter experts specifically for this textbook are designed to save you time, and can be easily customized to meet your teaching goals.
  • Student resources include Tech Guides and a Student Solution Manual.
  • Instructor resources include an Instructor Resource Guide and Lecture Videos.
  • Stats in Practice Video Questions (SIP) - Show students how Statistics applies in the real world. Short and current news videos introduce each chapter. Each video is accompanied by multiple-choice and discussion questions, so that students can understand real-world context of what they're learning and stay engaged throughout the whole chapter.
  • Simulation Questions by JMP (JMP) - Have your students understand concepts by utilizing real data. Students must discover the answer to guided questions by interacting with a simulation of real data in our JMP interactive applet within WebAssign.
  • Concept Questions (CQ) - Help students who ace the homework to also ace the test. These Concept Questions provide a new way of engaging with non-computational questions. Students enter a free response before they choose a multiple-choice answer. Separate knowledge from good guessing by closing the gap between homework and test preparedness.
  • Labs - Students can perform real statistical analysis in class or online with premade and chapter-specific Stats Labs. Require students to use the instructor-selected data analysis tool to analyze a real data set - pulling together knowledge learned from that chapter and previous material to facilitate whole-picture learning.
  • Project Milestones (PJT) - Allow one place for students to ideate, collaborate, and submit a longer-term project.
  • Test Banks (TB) - A pool of over 1000 assessments for use in quizzes, tests, and exams.
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Most questions from this textbook are available in WebAssign. The online questions are identical to the textbook questions except for minor wording changes necessary for Web use. Whenever possible, variables, numbers, or words have been randomized so that each student receives a unique version of the question. This list is updated nightly.

Question Group Key
MI - Master It
MI.SA - Stand Alone Master It
SIP - Stats in Practice Video Question
JMP - Simulation Question by JMP
CQ - Concept Question
PJT - Project Milestone
TB - Test Bank
XP - Extra Problem


Question Availability Color Key
BLACK questions are available now
GRAY questions are under development


Group Quantity Questions
Chapter PJT: Project
PJT.1 4 001 002 003 004
Chapter 1: Getting Started
1.CQ 10 001 002 003 004 005 006 007 008 009 010
1.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
1.R 10 001 002 003 004 005 006 007 008 009 011
1.SIP 1 001
1.TB 30 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030
1.1 13 001 002 003 004 005 008 009 010 011 012 013 014 015
1.2 11 001 002 003 008 009 010 015.MI 015.MI.SA 016 019 020
1.3 10 001 002 005.MI 005.MI.SA 006 007 008 009 010 011
Chapter 2: Organizing Data
2.CQ 8 001 002 003 004 005 006 007 008
2.JMP 3 001 002 003
2.Lab 5 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS
2.R 10 001 002 003 004 005 006 008 009 010 011
2.SIP 1 001
2.TB 74 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074
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2.2 11 003 004 005 007 008 010 011 012 013 014 015
2.3 12 001 002.MI 002.MI.SA 003 004 005.MI 005.MI.SA 006 007 008 009 010
Chapter 3: Averages and Variation
3.CQ 6 001 002 003 004 005 006
3.CR 18 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018
3.JMP 2 001 002
3.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
3.R 11 001 002 003 004 005 006 007 008 009 010 011
3.SIP 1 001
3.TB 91 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086 087 088 089 090 091
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3.2 33 001 002 003 004 005.MI 005.MI.SA 009 010 011 012 013.MI 013.MI.SA 014.MI 014.MI.SA 015.MI 015.MI.SA 016 017 018 019 020 021.MI 021.MI.SA 022 023 024 025.MI 025.MI.SA 026 027 028 029 030
3.3 13 001 002 003 004 005.MI 005.MI.SA 007.MI 007.MI.SA 008 009 010 011 012
Chapter 4: Elementary Probability Theory
4.CQ 4 001 002 003 004
4.Lab 5 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS
4.R 16 001 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020
4.SIP 1 001
4.1 21 001 002 003 004 007.MI 007.MI.SA 011.MI 011.MI.SA 013 014 015 016 017 018 019 020 021.MI 021.MI.SA 022 023.MI 023.MI.SA
4.2 40 001 002 003.MI 003.MI.SA 005.MI 005.MI.SA 007.MI 007.MI.SA 011 012 013 014 015 016 017.MI 017.MI.SA 018 019.MI 019.MI.SA 020 021.MI 021.MI.SA 022 023 024 025 026 027.MI 027.MI.SA 028 029 030.MI 030.MI.SA 031 032 033.MI 033.MI.SA 034 035 036
4.3 35 001 002 003 004 005 006 007 008 009 010.MI 010.MI.SA 011.MI 011.MI.SA 012 013.MI 013.MI.SA 014 015 016 017.MI 017.MI.SA 018 019 020 021.MI 021.MI.SA 022 023 024.MI 024.MI.SA 025 026.MI 026.MI.SA 027 028
Chapter 5: The Binomial Probability Distribution and Related Topics
5.CQ 14 001 002 003 004 005 006 007 008 009 010 011 012 013 014
5.Lab 5 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS
5.R 22 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 501.XP 502.XP
5.SIP 1 001
5.TB 37 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037
5.1 25 001 002 003 005 006 007.MI 007.MI.SA 009 010 011 012 013.MI 013.MI.SA 014 015.MI 015.MI.SA 016 017 018 019.MI 019.MI.SA 020 021 022 023
5.2 31 001 002 003 004 007 008 009 010 011.MI 011.MI.SA 015 016 017.MI 017.MI.SA 018 019.MI 019.MI.SA 020 021 022 023.MI 023.MI.SA 024 025 026 027 028 029 030 031 032
5.3 31 001 002 005 006 007 008 009 011 012.MI 012.MI.SA 013 014 015.MI 015.MI.SA 016 017 018 019 020 021 022 023 024.MI 024.MI.SA 025 026.MI 026.MI.SA 027 028 501.XP 502.XP
5.4 35 001 002 003 004 005.MI 005.MI.SA 007.MI 007.MI.SA 009.MI 009.MI.SA 010 011 012 013.MI 013.MI.SA 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033
Chapter 6: Normal Curves and Sampling Distributions
6.CQ 12 001 002 003 004 005 006 007 008 009 010 011 012
6.CR 15 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015
6.Lab 5 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS
6.R 23 001 002 003 004 005 006 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 501.XP
6.SIP 1 001
6.TB 181 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086 087 088 089 090 091 092 093 094 095 096 097 098 099 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181
6.1 18 001 002.MI 002.MI.SA 003 004 005 006 007 008.MI 008.MI.SA 009 010 011 012 013 014 015 018
6.2 59 001 002 003 004 005.MI 005.MI.SA 007 008 009 010 011 012 013 014 015.MI 015.MI.SA 016 017.MI 017.MI.SA 018 019.MI 019.MI.SA 020 021 022 023 024 025.MI 025.MI.SA 026 027.MI 027.MI.SA 028 029 030 031 032 033.MI 033.MI.SA 034 035 036 037.MI 037.MI.SA 038 039 040 041.MI 041.MI.SA 042 043 044 045 046 047.MI 047.MI.SA 048 049 050
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6.4 9 001 002 003 004 005 006 007 008 009
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6.6 22 001 002 005 006.MI 006.MI.SA 007 008 009.MI 009.MI.SA 010 011 012 013.MI 013.MI.SA 014 015.MI 015.MI.SA 016 017 018 019 020
Chapter 7: Estimation
7.CQ 12 001 002 003 004 005 006 007 008 009 010 011 012
7.JMP 13 001 002 003 004 005 006 007 008 009 010 011 012 013
7.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
7.R 19 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019
7.SIP 2 001 501.XP
7.TB 48 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048
7.1 20 001 002 003 004 005 006 007 008 009 010 015 016 017 018.MI 018.MI.SA 019 022 023 024 025
7.2 22 001.MI 001.MI.SA 002 003 004 005 006 007 008 009 010 013 014 015 016 017 018 019 020 021 022 023
7.3 25 001 002 003 004 009.MI 009.MI.SA 011 012 013 014 015 016 017 018 019 020 021 022.MI 022.MI.SA 023.MI 023.MI.SA 024 025 026 027
7.4 23 001 002 003 004 005 006 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027
Chapter 8: Hypothesis Testing
8.CQ 12 001 002 003 004 005 006 007 008 009 010 011 012
8.JMP 22 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022
8.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
8.R 18 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018
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8.1 17 001 002 003 004 011.MI 011.MI.SA 015.MI 015.MI.SA 016 017 018 019 020 021 022 023 024
8.2 29 001 002 003 004 005 006 007.MI 007.MI.SA 009 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030
8.3 24 001 002 003 004 005.MI 005.MI.SA 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024
8.4 24 001 002 003 004 005 006 007.MI 007.MI.SA 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024
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Chapter 9: Correlation and Regression
9.CQ 10 001 002 003 004 005 006 007 008 009 010
9.CR 9 001 002 003 004 005 006 007 008 009
9.JMP 8 001 002 003 004 005 006 007 008
9.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
9.R 10 001 002 003 004 005 006 007 008 009 010
9.SIP 1 001
9.TB 114 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086 087 088 089 090 091 092 093 094 095 096 097 098 099 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114
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9.2 28 001.MI 001.MI.SA 002.MI 002.MI.SA 003 004 005.MI 005.MI.SA 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025
9.3 20 001 002 003 004 005 006 007.MI 007.MI.SA 008 009 010 011 012 013 014 015 016 017 501.XP 502.XP
9.4 6 001 002 003 004 005 006
Chapter 10: Chi-Square and F Distributions
10.CQ 4 001 002 003 004
10.JMP 12 001 002 003 004 005 006 007 008 009 010 011 012
10.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
10.R 14 001 002 003 004 005 006 007 008 009 010 011 012 013 014
10.SIP 1 001
10.TB 86 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086
10.1 16 001 002 003 004 009 010 011 012 013 014 015.MI 015.MI.SA 016 017 018 019
10.2 19 001 002 003 004 005 006 007 008 009 010.MI 010.MI.SA 011 012 013 014 015 016 017 018
10.3 12 001 002 003 004 005 006 007.MI 007.MI.SA 008 009 010 011
10.4 13 001 002 003 004 005 006 007 008 009 010 011.MI 011.MI.SA 012
10.5 10 001 002 003 004 005 006 007.MI 007.MI.SA 008 009
10.6 7 001 002 003 004 005 006 007
Chapter 11: Nonparametric Statistics
11.CR 7 001 002 003 004 005 006 007
11.Lab 6 001.Excel 001.JMP 001.Minitab 001.R 001.SPSS 001.TI
11.R 10 001 002 003 004 005 006 007 008 009 010
11.SIP 1 001
11.TB 38 001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038
11.1 13 001 002 003 004 005 006 007.MI 007.MI.SA 008 009 010 011 012
11.2 12 001 002 003 004 005.MI 005.MI.SA 006 007 008 009 010 011
11.3 11 001 002 003 004 005 006 007 008 009 010 011
11.4 12 001 002 003 004 005 006 007 008 009 010 011 012
Total 2348