Help for package CatDataAnalysis

Version:

0.1-5

Date:

2022-06-27

Title:

Datasets for Categorical Data Analysis by Agresti

Author:

Alan Agesti <aa@stat.ufl.edu>

Maintainer:

Charles J. Geyer <charlie@stat.umn.edu>

Depends:

R (≥ 3.0.2)

Description:

Datasets used in the book "Categorical Data Analysis" by Agresti (2012, ISBN:978-0-470-46363-5) but not printed in the book. Datasets and help pages were automatically produced from the source https://users.stat.ufl.edu/~aa/cda/data.html by the R script foo.R, which can be found in the GitHub repository.

License:

GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

URL:

https://github.com/cjgeyer/CatDataAnalysis

NeedsCompilation:

Packaged:

2022-06-27 20:24:51 UTC; geyer

Repository:

CRAN

Date/Publication:

2022-06-27 22:20:17 UTC

Clinical Trials Data Set for Exercise 13.17

Description

Clinical trials data set for Exercise 13.17.

Usage

data(exercise_13.17)

Format

A data frame containing 16 observations (rows) and the following columns:

Center
Treatment
Much_Better
Better
Unchanged.Worse

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data for Exercise 14.15 on Buchanan Vote in 2000

Description

Data for Exercise 14.15 on Buchanan vote in 2000.

Usage

data(exercise_14.15)

Format

A data frame containing 67 observations (rows) and the following columns:

county
perot_vote
total_vote_1996
buchanan_vote
total_vote_2000

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Ray Allen Data Set for Exercise 4.13

Description

Ray Allen data set for Exercise 4.13.

Usage

data(exercise_4.13)

Format

A data frame containing 24 observations (rows) and the following columns:

game
made
attempts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data on Italian Credit Cards, for Exercise 5.22

Description

Data on Italian credit cards, for Exercise 5.22.

Usage

data(exercise_5.22)

Format

A data frame containing 31 observations (rows) and the following columns:

income
n
y

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Rajon Rondo Assists Data Set for Exercise 5.3

Description

Rajon Rondo assists data set for Exercise 5.3.

Usage

data(exercise_5.3)

Format

A data frame containing 77 observations (rows) and the following columns:

assists
result

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data on Incontinence Study, for Exercise 6.20

Description

Data on incontinence study, for Exercise 6.20.

Usage

data(exercise_6.20)

Format

A data frame containing 21 observations (rows) and the following columns:

y
x1
x2
x3

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data Set for Exercise 6.28

Description

Data set for Exercise 6.28.

Usage

data(exercise_6.28)

Format

A data frame containing 48 observations (rows) and the following columns:

Occupational_aspirations
Socioeconomic_status
IQ
Residence
Gender
counts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Examples

# in the source was a table rather than a data frame
# to convert to a table do
data(exercise_6.28)
exercise_6.28_as_table <- xtabs(counts ~ ., data = exercise_6.28)
## Not run: exercise_6.28_as_table

Data Set for Exercises 6.3 and 9.13

Description

Data set for Exercises 6.3 and 9.13.

Usage

data(exercise_6.3)

Format

A data frame containing 24 observations (rows) and the following columns:

Birth_control
Religious_Attendence
Premarital_Sex
Political_Views
counts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Examples

# in the source was a table rather than a data frame
# to convert to a table do
data(exercise_6.3)
exercise_6.3_as_table <- xtabs(counts ~ ., data = exercise_6.3)
## Not run: exercise_6.3_as_table

Data Set for Exercise 6.7

Description

Data set for Exercise 6.7.

Usage

data(exercise_6.7)

Format

A data frame containing 168 observations (rows) and the following columns:

Gender
Age
Race
Satisfaction
Region
counts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Examples

# in the source was a table rather than a data frame
# to convert to a table do
data(exercise_6.7)
exercise_6.7_as_table <- xtabs(counts ~ ., data = exercise_6.7)
## Not run: exercise_6.7_as_table

Data for Exercise 8.18 on Dumping Severity

Description

Data for Exercise 8.18 on dumping severity.

Usage

data(exercise_8.18)

Format

A data frame containing 48 observations (rows) and the following columns:

Dumping_severity
Hospital
Operation
counts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Examples

# in the source was a table rather than a data frame
# to convert to a table do
data(exercise_8.18)
exercise_8.18_as_table <- xtabs(counts ~ ., data = exercise_8.18)
## Not run: exercise_8.18_as_table

Data for Exercise 8.28 on Satisfaction with Housing

Description

Data for Exercise 8.28 on satisfaction with housing.

Usage

data(exercise_8.28)

Format

A data frame containing 72 observations (rows) and the following columns:

Satisfaction
Contact
Influence
Housing
counts

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Examples

# in the source was a table rather than a data frame
# to convert to a table do
data(exercise_8.28)
exercise_8.28_as_table <- xtabs(counts ~ ., data = exercise_8.28)
## Not run: exercise_8.28_as_table

Government Spending Data Set for Exercise 9.5

Description

Government spending data set for Exercise 9.5.

Usage

data(exercise_9.5)

Format

A data frame containing 81 observations (rows) and the following columns:

e
h
c
l
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data for Example in Section 13.4.4 on Cluster Sampling

Description

Data for example in Section 13.4.4 on cluster sampling.

Usage

data(section_13.4.4)

Format

A data frame containing 96 observations (rows) and the following columns:

nbhd
satis_1
satis_2

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Alcohol, Cigarette, and Marijuana Use, by Gender and Race, as in Table 10.1

Description

Alcohol, cigarette, and marijuana use, by gender and race, as in Table 10.1.

Usage

data(table_10.1)

Format

A data frame containing 32 observations (rows) and the following columns:

a
c
m
r
g
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Opinions About Birth Control and Premarital Sex Data Set of Table 10.3

Description

Opinions about birth control and premarital sex data set of Table 10.3.

Usage

data(table_10.3)

Format

A data frame containing 16 observations (rows) and the following columns:

premar
birth
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Migration Data Set of Table 11.5

Description

Migration data set of Table 11.5.

Usage

data(table_11.5)

Format

A data frame containing 16 observations (rows) and the following columns:

row
column
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Depression Data Set of Table 12.1 in Case Form

Description

Depression data set of Table 12.1 in case form.

Usage

data(table_12.1)

Format

A data frame containing 1020 observations (rows) and the following columns:

case
severity
treat
time
outcome

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Insomnia Data Set of Table 12.3

Description

Insomnia data set of Table 12.3.

Usage

data(table_12.3)

Format

A data frame containing 478 observations (rows) and the following columns:

case
treat
occasion
outcome
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Presidential Election Poll Data Set of Table 13.2

Description

Presidential election poll data set of Table 13.2.

Usage

data(table_13.2)

Format

A data frame containing 51 observations (rows) and the following columns:

state
pi
n
x
proportion

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Attitudes About Abortion Data Set of Table 13.3

Description

Attitudes about abortion data set of Table 13.3.

Usage

data(table_13.3)

Format

A data frame containing 16 observations (rows) and the following columns:

gender
poor
single
any
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Attitudes Toward Leading Crowd Data Set of Table 13.8

Description

Attitudes toward leading crowd data set of Table 13.8.

Usage

data(table_13.8)

Format

A data frame containing 16 observations (rows) and the following columns:

mem1
att1
mem2
att2
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Election Data Set of Table 15.5 (1 = Dem, 0 = Rep)

Description

Election data set of Table 15.5 (1 = Dem, 0 = Rep).

Usage

data(table_15.5)

Format

A data frame containing 51 observations (rows) and the following columns:

State
e1
e2
e3
e4
e5
e6
e7
e8

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Grounds for Divorce Data Set of Table 15.6 for Exercise 15.10

Description

Grounds for divorce data set of Table 15.6 for Exercise 15.10.

Usage

data(table_15.6)

Format

A data frame containing 50 observations (rows) and the following columns:

state
incompat
cruelty
desertn
non_supp
alcohol
felony
impotenc
insanity
separate

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Horseshoe Crab Data Set of Table 4.3

Description

Horseshoe crab data set of Table 4.3. (Here y is whether a female crab has a satellite (1=yes, 0=no) and weight is in grams, rather than kg as in the text. Also, color has values 1-5 with 1=light; there were no crabs of color 1, so in the text, color was re-coded as color - 1 to give values 1, 2, 3, 4.)

Usage

data(table_4.3)

Format

A data frame containing 173 observations (rows) and the following columns:

color
spine
width
satell
weight
y

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Teratology Study Data Set of Table 4.7

Description

Teratology study data set of Table 4.7.

Usage

data(table_4.7)

Format

A data frame containing 58 observations (rows) and the following columns:

litter
group
n
y

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Data on Surgery and Sore Throats in Table 6.15, for Exercise 6.8

Description

Data on surgery and sore throats in Table 6.15, for Exercise 6.8.

Usage

data(table_6.15)

Format

A data frame containing 35 observations (rows) and the following columns:

D
T
Y

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Clinical Trials Data Set of Table 6.9

Description

Clinical trials data set of Table 6.9.

Usage

data(table_6.9)

Format

A data frame containing 32 observations (rows) and the following columns:

center
treat
response
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Full Data Set for Table 7.2 on Endometrial Cancer Grade

Description

Full data set for Table 7.2 on endometrial cancer grade.

Usage

data(table_7.2)

Format

A data frame containing 79 observations (rows) and the following columns:

nv
pi
eh
hg

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Alligator Food Choice Data Set of Table 8.1

Description

Alligator food choice data set of Table 8.1.

Usage

data(table_8.1)

Format

A data frame containing 80 observations (rows) and the following columns:

lake
gender
size
food
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

Full Data Set for Table 8.5 on Happiness, Traumatic Events, and Race

Description

Full data set for Table 8.5 on happiness, traumatic events, and race.

Usage

data(table_8.5)

Format

A data frame containing 97 observations (rows) and the following columns:

race
trauma
happy

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.

High School Student Survey Data Set of Table 9.3

Description

High school student survey data set of Table 9.3.

Usage

data(table_9.3)

Format

A data frame containing 8 observations (rows) and the following columns:

a
c
m
count

Source

https://users.stat.ufl.edu/~aa/cda/data.html

References

Agresti, A. (2013) Categorical Data Analysis, Third Edition. Hoboken, NJ: John Wiley & Sons. ISBN: 978-0-470-46363-5.