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Complete Solutions Manual — An Introduction to Statistical Concepts, 4th Edition — Debbie L. Hahs-Vaughn, 2020 — ISBN 9781138650558 — Chapters 1–20 Covered (Latest Update)

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This verified Solutions Manual entry for An Introduction to Statistical Concepts (4th Edition) by Debbie L. Hahs-Vaughn and Richard G. Lomax (published 2020, ISBN 9781138650558) provides a comprehensive, chapter-aligned academic support tool structured to match the full layout of the textbook. It is ideal for instructors and educators teaching applied statistics in behavioral and social sciences. The manual begins with Chapter 1: Introduction, laying the foundation for statistical reasoning, followed by Chapter 2: Data Representation, and Chapter 3: Univariate Population Parameters and Sample Statistics. Chapter 4: The Normal Distribution and Standard Scores introduces key distributional concepts, while Chapter 5: Introduction to Probability and Sample Statistics bridges toward inferential methods. Inference begins formally in Chapter 6: Introduction to Hypothesis Testing: Inferences About a Single Mean, followed by Chapter 7: Inferences About the Difference Between Two Means, Chapter 8: Inferences About Proportions, and Chapter 9: Inferences About Variances. Associations between variables are explored in Chapter 10: Bivariate Measures of Association, and analysis of variance is introduced in Chapter 11: One-Factor Analysis of Variance – Fixed-Effects Model, followed by Chapter 12: Multiple Comparison Procedures and Chapter 13: Factorial Analysis of Variance – Fixed-Effects Model. Chapter 14: Introduction to Analysis of Covariance incorporates covariates into the ANOVA framework, while Chapter 15: Random- and Mixed-Effects Analysis of Variance Models and Chapter 16: Hierarchical and Randomized Block Analysis of Variance Models expand on more complex designs. The regression chapters include Chapter 17: Simple Linear Regression, Chapter 18: Multiple Linear Regression, and Chapter 19: Logistic Regression, before concluding with Chapter 20: Mediation and Moderation, offering foundational methods for path analysis and causal modeling.

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Statistical Concepts 4th Edition
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Statistical Concepts 4th Edition

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Subido en
13 de noviembre de 2025
Número de páginas
205
Escrito en
2025/2026
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An Introduction to Statistical
Concepts 4th Edition

SOLUTIONS
ST
UV

MANUAL
IA
_A

Debbie Hahs-Vaughn
Richard Lomax
PP
RO

Comprehensive Solutions Manual for

Instructors and Students
VE

© Debbie Hahs-Vaughn & Richard Lomax
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All rights reserved. Reproduction or distribution without permission is prohibited.




©MedConnoisseur

, Solutions Manual for An Introduction to Statistical

Concepts, 4e Debbie Hahs-Vaughn, Richard Lomax

(All Chapters Answers at the end of each Chapter)
ST

PROBLEMS

Conceptual Problems
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1. A mental health counselor is conducting a research study on satisfaction that married
couples have with their marriage. “Marital status” (e.g., single, married, divorced,
widowed), in this scenario, is which one of the following?
a. Constant
b. Variable
IA

2. Belle randomly samples 100 library patrons and gathers data on the genre of the "first book"
that they checked out from the library. She finds that 85 library patrons checked out a fiction
book and 15 library patrons checked out a non-fiction book. Which of the following best
_A

characterizes the type of "first book" checked out in this study?
a. Constant
b. Variable

3. For interval level variables, which of the following properties does not apply?
a. "A" is two units greater than ‘B’
PP

b. "A" is greater than ‘B’
c. "A" is twice as good as ‘B’
d. "A" differs from ‘B’
RO

4. Which of the following properties is appropriate for ordinal, but not for nominal variables?
a. "A" differs from ‘B’
b. "A" is greater than ‘B’
c. "A" is ten units greater than ‘B’
d. "A" is twice as good as ‘B’
VE

5. Which scale of measurement is implied by the following statement: “JoAnn’s score is three
times greater than Oscar’s score?”
a. Nominal
b. Ordinal
c. Interval
D?

d. Ratio




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, 6. Which scale of measurement is produced the following survey item: "Which season do you
prefer to spend your time? Spring, Summer, Fall, Winter?"
a. Nominal
b. Ordinal
c. Interval
d. Ratio

7. A band director collects data on the number of years in which students in the band have
played a musical instrument. Which scale of measurement is implied by this scenario?
ST

a. Nominal
b. Ordinal
c. Interval
d. Ratio
UV

8. Kristen has an IQ of 120. I assert that Kristen is 20% more intelligent than the average
person having an IQ of 100. Am I correct?

9. Population is to parameter as sample is to statistic. True or false?
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10. A dichotomous variable is also a categorical variable. True or false?

11. The amount of time spent studying in one week for a population of students is an inferential
statistic. True or false?
_A

12. A sample of 50 students take an exam and the instructor decides to give the top 5 scores a
bonus of 5 points. Compared to the original set of scores (no bonus), will the ranks of the
new set of scores (including bonus) be exactly the same?
PP

13. Malani and Laila have class ranks of 5 and 6. Ingrid and Toomas have class ranks of 55 and
56. Will the GPAs of Malani and Laila be the same distance apart as the GPAs of Ingrid and
Toomas?

14. Aurora is studying sleep disorders in adults. She gathers data on whether or not they take
RO

medication to assist their sleep. Aurora finds that 1/3 of the adults take medication, and 2/3
do not. Which of the following best characterizes "whether or not medication is taken?"
a. Constant
b. Variable

15. A researcher has collected data that compares an intervention program to a comparison
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program. The researcher finds that the intervention program produces results that are four
times better than the comparison program. Which measurement scale is implied and that
will allow the researcher to make this type of interpretation? Select all that apply.
a. Nominal
b. Ordinal
D?

c. Interval
d. Ratio




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, 16. A researcher has access to 22 local health clinics which are part of a network of 56 health
clinics in the state. The researcher conducts a study which includes the 22 regional health
clinics. In this scenario, the 22 local health clinics are which one of the following?
a. Dichotomous
b. Interval
c. Sample
d. Population
ST

17. A researcher has access to 22 regional health clinics which are part of a network of 56
health clinics in the state. The researcher conducts a study which includes the 22 regional
health clinics. In this scenario, the 56 health clinics in the state are which one of the
following?
a. Dichotomous
UV

b. Interval
c. Sample
d. Population

18. Which of the following is an example of a dichotomous variable?
IA

a. Dance type (ballet, contemporary, jazz, lyrical, tap)
b. Interest (no interest, somewhat interested, much interest)
c. Total cost (measured in whole dollars ranging from $0 to infinity)
d. Age (ages <40 and ages 40+)
_A

19. Which of the following is an example of an ordinal variable?
a. Dance type (ballet, contemporary, jazz, lyrical, tap)
b. Interest (no interest, somewhat interested, much interest)
c. Total cost (measured in whole dollars ranging from $0 to infinity)
PP

d. Age (ages <40 and ages 40+)

20. Which of the following is an example of a ratio variable?
a. Scores on the Myers-Briggs Type Indicator (MBTI) personality inventory
b. Number of pieces of cake eaten at birthday parties (measured in whole numbers)
RO

c. Pleasure experienced on vacation (none, some, much)
d. Types of plants preferred by homeowners (bushes, flowers, grasses, trees)
VE
D?


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