Package 'nsm3data'

Title: Datasets to Accompany Hollander, Wolfe, and Chicken NSM3
Description: Designed to add datasets which are used in the Nonparametric Statistical Methods textbook, 3rd edition.
Authors: Grant Schneider [aut], Eric Chicken [aut], Rachel Becvarik [aut], Sejin Kim [aut, cre]
Maintainer: Sejin Kim <[email protected]>
License: GPL-2
Version: 0.1
Built: 2024-11-01 11:28:12 UTC
Source: https://github.com/kim3-sudo/nsm3data

Help Index


acidred

Description

Table 6.10: Number of Revertant Colonies of Salmonella Bacteria of Strain TA98 under Exposure to Various Doses of Acid Red 114, with Hamster Liver Activation

Usage

acidred

Format

6 arguments across 18 observations

x0

A dosage of 0 micrograms/milliliter

x100

A dosage of 100 micrograms/milliliter

x333

A dosage of 333 micrograms/milliliter

x1000

A dosage of 1000 micrograms/milliliter

x3333

A dosage of 3333 micrograms/milliliter

x10000

A dosage of 10000 micrograms/milliliter


adaptation

Description

Table 7.10: Adaptation Scores for College-Age Stutterers

Usage

adaptation

Format

3 arguments across 18 observations

subject

Subject ID

no

No shock after stutter

following

Shock following a stutter

during

Shock during a stutter


aircon

Description

Table 11.2: Intervals in Hours between Failures of the Air-Conditioning System of Plane 8044

Usage

aircon

Format

1 argument across 12 observations

aircon

List of Xi's


albumin

Description

Table 3.18 - Intravascular Albumin Pool Before and After Prednisolone

Usage

albumin

Format

3 arguments across 8 observations

patient

Patient ID

xi

Before

yi

After


alcohol

Description

Table 4.2: Alcohol Intake for 1 Year (Centiliter of Pure Alcohol)

Usage

alcohol

Format

1 arguments across 15 observations

control

Alcohol consumption in the control group

sst

Alcohol consumption in the social skills training group


apcalcf

Description

Table 12.1: Discrepancy Scores for 68 Female AP Calculus Students

Usage

apcalcf

Format

1 argument across 68 observations

apcalc

List of Xi's


apcalcm

Description

Table 12.3: Discrepancy Scores for 82 Male AP Calculus Students

Usage

apcalcm

Format

1 argument across 82 observations

apcalc

List of Xi's


assembly

Description

Table 7.17: Assembly Times (min)

Usage

assembly

Format

4 arguments across 9 observations

worker

Worker ID

a

Assembly method type A

b

Assembly method type B

c

Assembly method type C

d

Assembly method type D


beakclapping

Description

Table 3.5: Beak-Clapping Counts per Minute

Usage

beakclapping

Format

4 arguments across 25 observations

embryo

Embryo ID

xi

The beak claps measured in the dark period

yi

The beak claps measured in illumination

zi

yi - xi


bedmaking

Description

Table 3.15 - Net Oxygen Consumption (cc)

Usage

bedmaking

Format

2 arguments across 8 observations

patient

Patient ID

zi

cc's of oxygen


bleedingtime

Description

Table 3.7: Bleeding Time (in seconds)

Usage

bleedingtime

Format

3 arguments across 6 observations

subject

Subject ID

xi

Before asprin

yi

After asprin


brainweight

Description

Table 8.4: Mean Brain Weights and Medullary Pyramid Large Fiber Counts for Cerebral Palsy Subjects

Usage

brainweight

Format

3 arguments across 11 observations

subject

Subject ID

weight

Brain weight, grams

fiber

Pyramidal large fiber count


catheter

Description

Table 9.10: Required Length of Heart Catheter as a Function of Height and Weight

Usage

catheter

Format

4 arguments across 12 observations

child

Child ID

height

Height, inches

Weight

Weight, pounds

length

Length of heart catheter, centimeters


cenosphereresin

Description

Table 9.2: The Effects of Hydrostatic Pressure on the Density of a Cenosphere-Resin Composite

Usage

cenosphereresin

Format

3 arguments across 8 observations

specimen

Specimen ID

pressure

Pressue (psi)

density

Density (grams/cubed-centimeter)


chorioamnion

Description

Table 4.1: Tritiated Water Diffusion Across Human Chorioamnion

Usage

chorioamnion

Format

1 arguments across 15 observations

term

At term

later

At 12-26 weeks gestational age


ciliarybeat

Description

Table 8.10: Relation between Ciliary Beat Frequency (CBF) Values Obtained through Nasal Brushing and Endobronchial Forceps Biopsy

Usage

ciliarybeat

Format

3 arguments across 15 observations

subject

Subject ID

nasal

Nasal brushing

biopsy

Endobronchial forceps biopsy


cloudseeding

Description

Table 9.5: Precipitation Amounts RI and Circulation Index M for Seeded and Control Units

Usage

cloudseeding

Format

3 arguments across 21 observations

unit

Core sample, i

seededm

Seeded X1j (M)

seededri

Seeded Y1j (RI)

controlm

Control X2j (M)

controlri

Control Y2j (RI)


coatacidity

Description

Table 7.23: Coat Acidity Value

Usage

coatacidity

Format

3 arguments across 18 observations

acidity

Acidity

concentration

Concentration of NaOH

type

Type of coal


concrete

Description

Table 11.8: Pneumatic Pressures Required to Break Concrete Cubes

Usage

concrete

Format

1 argument across 20 observations

concrete

List of Xi's


coronary

Description

Table 5.8: Peak Levels of Human Plasma Growth Hormone after Arginine Hydrochloride Infusion (Initial Test, nanograms per milliliter)

Usage

coronary

Format

2 arguments across 10 observations

typea

Subjects with Type A behavior

typeb

Subjects with Type B behavior


cotton

Description

Table 7.5: Strength Index of Cotton

Usage

cotton

Format

1 arguments across 15 observations

p144

Potash level of 144 pounds per acre (lb/acre)

p108

Potash level of 108 pounds per acre (lb/acre)

p72

Potash level of 72 pounds per acre (lb/acre)

p54

Potash level of 54 pounds per acre (lb/acre)

p36

Potash level of 36 pounds per acre (lb/acre)


cysticerci

Description

Featherston (1971). The weight of Taenia hydatigena tapeworms fed to dogs and the weight of the scoleces recovered from the dogs after 20 days. (A scolex is the attachment end of a tapeworm, consisting of the head and neck). The cysticerci used in the experiment were collected from sheep carcasses and force-fed to 10 dogs via gelatine capsules. The scoleces were recovered from each dog at autopsy, 20 days after the introduction of the tapeworms. The table gives the mean weight of the initial cysticerci and the mean weight of the recovered worms for each of the 10 dogs in the study.

Usage

cysticerci

Format

M arguments across N observations

cysticerci

The initial weight of the tapeworm

worms

The weight of the tapeworm after autopsy


ddt

Description

Table 3.11 - 6-Beta-Hydroxycortisol Excretion (micrograms/24 hours)

Usage

ddt

Format

2 arguments across 10 observations

worker

Sample ID

zi

Excretion density


dewoxidant

Description

Table 3.13 - Oxidant Content of Dew Water, Port Burwell, 1960

Usage

dewoxidant

Format

2 arguments across 12 observations

sample

Sample ID

zi

Oxidant content, measured in ppm ozone


dogs

Description

Table 3.3: Blood Levels of Immunoreactive Insulin (microunits per milliliter)

Usage

dogs

Format

3 arguments across 7 observations

dog

Dog ID

xi

The dog's before insulin level

yi

The dog's after insulin level


fastfood

Description

Table 11.15 (Abridged): Service Times at a Fast-Food Restaurant (Times Only)

Usage

fastfood

Format

1 argument across 34 observations

fastfood

List of Xi's


flux

Description

Table 9.4: Coastal Sediment Ammonium Flux in Apalachicola Bay, Florida

Usage

flux

Format

3 arguments across 16 observations

core

Core sample, i

time

Time, xij (hours)

flux

Ammonium flux, Yij (micromoles N/square-meter)


gizzard

Description

Table 6.3: Length of YOY Gizzard Shad from Kokosing Lake, Ohio, Sampled in Summer, 1984 (mm)

Usage

gizzard

Format

1 argument across 40 observations

i

Length samples from Site I

ii

Length samples from Site II

iii

Length samples from Site III

iv

Length samples from Site IV


glucoseimpedance

Description

Table 8.12: Weighted Glucose Response and Glucose Impedance

Usage

glucoseimpedance

Format

3 arguments across 7 observations

subject

Subject ID

response

Weighted glucose response, X

impedance

Glucose impedance, Y


granulocytic

Description

Table 11.6: Ordered Survival Times (Days from Diagnosis)

Usage

granulocytic

Format

1 argument across 43 observations

granulocytic

List of Xi's


grouse

Description

Table 3.14 - Ruffed Grouse, Percentage Time in Active Movement

Usage

grouse

Format

2 arguments across 7 observations

grouse

Grouse ID

zi

Percentage time in active movement


guinea

Description

Table 11.3: Ordered Survival Times in Days of Guinea Pigs under Regimen 4.3

Usage

guinea

Format

1 argument across 72 observations

guinea

List of Xi's


hamiltondepression

Description

Table 3.1: The Hamilton Depression Scale Factor IV Values

Usage

hamiltondepression

Format

3 arguments across 9 observations

patient

The patient ID

xi

Patient i's before value

yi

Patient i's after value


hebbwilliams

Description

Table 7.9: Error Scores by Species

Usage

hebbwilliams

Format

3 arguments across 36 observations

problem

Problem ID

rats

Error scores for rats

rabbits

Error scores for rabbits

cats

Error scores for cats


hemidiaphragms

Description

Table 9.6: Glycogen Content of Hemidiaphragms Measured by Optical Density in the Anthrone Test x 1000

Usage

hemidiaphragms

Format

5 arguments across 12 observations

j

Core sample, i

standardlog

Standard X1j (log dose)

standardglycogen

Standard Y1j (glycogen)

samplelog

Sample I X2j (log dose)

sampleglycogen

Sample I Y2j (glycogen)


hepatitis

Description

Table 11.22: Severe Viral Hepatitis Study

Usage

hepatitis

Format

4 argument across 24 observations

patient

Patient ID

weeks

Length of observation, weeks

status

Status (1 = alive, 0 = dead)


highschool

Description

Table 8.6: Spending per High-School Senior and the Percentage of Those Seniors Who Graduated during the 1987-1988 School Year

Usage

highschool

Format

3 arguments across 18 observations

state

State

dollars

Dollars $ spent per Pupil

graduation

Percentage Graduated


hodgkins

Description

Table 11.16: Relapse-Free Survival Times for Hodgkin's Disease Patients

Usage

hodgkins

Format

3 argument across 49 observations

relapse

Binary variable of whether the patient relapsed or not (where 1 = yes, 0 = no)

days

Days healthy (if not relapsed) or days to relapse

radiation

Whether radiation was to the affected node (affected) or it was total nodal radiation


hydroxyproline

Description

Table 3.4: Heat-Insoluble Hydroxyproline Micromoles per Gram of Dry Weight

Usage

hydroxyproline

Format

3 arguments across 7 observations

child

Child ID

before

The hydroxyproline density before growth hormone therapy

after

The hydroxyproline density after growth hormone therapy


hypnotic

Description

Table 3.6: Average Scores on the Stanford Profile Scales of Hypnotic Susceptibility

Usage

hypnotic

Format

3 arguments across 6 observations

subject

Subject ID

xi

Before score

yi

After score


insecticide

Description

Table 9.7: Numbers of Drosophila Flies (Three Different Species) That Survive to Adulthood after Exposure to Various Levels (ppm) of an Organic Phosphorus Insecticide

Usage

insecticide

Format

3 arguments across 12 observations

species

Species of Drosophila fly

level

Level of insecticide (ppm)

survived

Number survived to adulthood


ironsup

Description

Table 7.21: Percentage of Iron Retained

Usage

ironsup

Format

3 arguments across 109 observations

percentage

Percentage of iron in sample

concentration

Concentration in millimolars

form

Form of iron (fe2, fe3)


isomers

Description

Table 7.14: Percent Conversion of Methyl Glucoside to Monovinyl Isomers

Usage

isomers

Format

5 arguments across 30 observations

run

Experimental run ID

p250

Conversion percentage at 250 PSI

p325

Conversion percentage at 325 PSI

p400

Conversion percentage at 400 PSI

p475

Conversion percentage at 475 PSI

p550

Conversion percentage at 550 PSI


larvae

Description

Table 9.14: Number of Chaoborus Larvae and Water Quality of Samples

Usage

larvae

Format

5 arguments across 14 observations

sample

Sample ID

larvae

Number of larvae of Chaoborus collected in a grab sample of the sediment from an area of approximately 225 square centimeters of lake bottom

depth

Depth (meters) of the lake at the sampling point

brackishness

Brackishness (conductivity) of the water at the lake bottom (recorded in mhos per decimeter)

oxygen

Dissolved oxygen (milligrams per liter) in the water sampled from the lake bottom


leadpoisoning

Description

Table 4.7: Plasma glucose values in healthy geese versus lead-poisoned geese

Usage

leadpoisoning

Format

2 arguments across 15 observations

value

Plasma glucose level of the goose

group

Which goose was sampled (healthy, leadpoisoned)


leukocyte

Description

Table 6.4: Number of Glucocorticoid Receptor (GR) Sites per Leukocyte Cell

Usage

leukocyte

Format

1 argument across 37 observations

normal

GR sites per normal subject cell

hairy

GR sites per hairy-cell anemia

lymphatic

GR sites per chronic lymphatic leukemia cell

myelocytic

GR sites per chronic myelocytic leukemia cell

acute

GR sites per acute leukemia cell


liver

Description

Table 9.12: Survival Times of Liver Transplant Patients and Related Biological Measurements

Usage

liver

Format

6 arguments across 54 observations

patient

Patient ID

time

Survival time

clot

A measure of the clotting potential of the patient's blood

prog

A subjective index of the patient's prospect of recovery

enz

A measure of a protein present in the body

liv

A measure relating to white blood cell count


mayfly

Description

Table 3.10: Mayfly Head Width, Habitat A (Micrometer Divisions)

Usage

mayfly

Format

2 arguments across 10 observations

mayfly

Sample ID

zi

Head width


metabolic

Description

Table 6.8: Fasting Metabolic Rate (FMR) for White-Tailed Deer (kcal/kilogram/day)

Usage

metabolic

Format

1 argument across 26 observations

X1

Fasting metabolic rate between January-February

X2

Fasting metabolic rate between March-April

X3

Fasting metabolic rate between May-June

X4

Fasting metabolic rate between July-August

X5

Fasting metabolic rate between September-October

X6

Fasting metabolic rate between November-December


methyl

Description

Table 11.1: Calculation of Epsilon for the Methylmercury Data

Usage

methyl

Format

1 arguments across 10 observations

methyl

List of integers with Xi data


motivational

Description

Table 6.6: Number of Pieces Processed

Usage

motivational

Format

1 argument across 18 observations

no

Number of pieces processed by a subject with no information, control

rough

Number of pieces processed by a subject in group B, rough information

accurate

Number of pieces processed by a subject in group C, accurate information


mucociliary

Description

Table 6.1: Half-Time of Mucociliary Clearance (hours)

Usage

mucociliary

Format

1 argument across 14 observations

normal

Subjects with normal airways

obstructive

Subjects with obstructive airways disease

asbestosis

Subjects with asbestosis disease


nasturtiums

Description

Table 7.12: Logarithm of Toxic Dosages

Usage

nasturtiums

Format

7 arguments across 21 observations

day

Day ID

a

Chemical type A

b

Chemical type B

c

Chemical type C

d

Chemical type D

e

Chemical type E

f

Chemical type F

g

Chemical type G


niacin

Description

Table 7.20: Amount of Niacin in Enriched Bran Flakes

Usage

niacin

Format

3 arguments across 12 observations

lab

Laboratory ID

none

No niacin enrichment

four

Four milligrams per 100g bran flakes of niacin enrichment

eight

Eight milligrams per 100g bran flakes of niacin enrichment


nsm3data

Description

nsm3data: Designed to add datasets which are used in the textbook

Details

Additional Datasets to Accompany Hollander, Wolfe, and Chicken - Nonparametric Statistical Methods, Third Edition

THIS IS NOT a substitute for the textbook. You will almost certainly not be able to use anything in this package without having the textbook. Rather, this package is supplemental and is only designed to save you time that you would otherwise spend typing data into R or into a spreadsheet.

Usage

nsm3data contributes no additional functions, but it does have data and documentation. You need not specify the location of a dataset; simply use the data() function to read the data into your current environment after you have loaded the library. All datasets have accompanying descriptions that have varying degrees of helpfulness. To view this description, use the help() function in R to view the object's documentation. For example, use help(pokeweed) to view the pokeweed dataset documentation.

Table of Contents

nsm3data contains its own table of contents for the datasets that it includes. This table of contents may not be up-to-date, and we would appreciate your contributions if you find a dataset that doesn't have an entry. Instructions on how to do so are in CONTRIBUTING.md. To view the table of contents, use the help() function in R to view the toc object documentation: help(toc). Please note that the toc object doesn't actually exist in any meaningful way, so trying to reference it will result in just a message.

Loading Data

All datasets in nsm3data are provided as R datasets, so to use a dataset, simply use the data() function after you have loaded in the library. Consult the table of contents to find the name of a dataset. For example, use data(pokeweed) to load the pokeweed dataset into your environment. The data will be loaded in as a dataframe, so you can use any method to view or manipulate that data as you would any other dataframe, including using tidyr:: functions. If you are new to R, you need not fear overwriting the library datasets, since you are editing data that is in your own environment.

Examples

help(toc)
help(pokeweed)
head(pokeweed)
str(pokeweed)

## Not run: 
View(pokeweed)
## End(Not run)

nursing

Description

Table 8.7: Rankings for Faculty/Dean Decision-Making Agreement and Faculty Satisfaction for Participating Schools of Nursing

Usage

nursing

Format

3 arguments across 18 observations

school

School

decision

Rank for faculty/dean decision-making agreement

satisfaction

Rank for faculty satisfaction


oakstands

Description

Table 6.7: Average Basal Area Increment (BAI) Vlues for Oak Stands in Southeastern Ohio

Usage

oakstands

Format

1 argument across 16 observations

X1

Growing site index interval of 66-68

X2

Growing site index interval of 69-71

X3

Growing site index interval of 72-74

X4

Growing site index interval of 75-77

X5

Growing site index interval of 78-80


odors

Description

Table 8.8: Annual Number of Odor Periods for Lake Michigan for the Period 1950-1964

Usage

odors

Format

2 arguments across 15 observations

year

Year

periods

Number of odor periods


oxidant

Description

Table 9.13: Maximum Oxidant Level, Wind Speed, Temperature, Humidity, and Insolation for a 30-Day Summer Period in the Los Angeles Pollution Control District

Usage

oxidant

Format

6 arguments across 30 observations

day

Day ID

oxidant

Maximum oxidant level

wind

Wind speed

temperature

Temperature (degrees F)

humidity

Humidity

insolation

Insolation (measure of the amount of sunlight)


ozone

Description

Table 7.2: Effect of Experimental Ozone Exposures on Airway Resistance (centimeters of a liter of water/second)

Usage

ozone

Format

4 arguments across 4 observations

subject

Subject ID

x1

After .1 ppm exposure

x2

After .6 ppm exposure

x3

After 1.0 ppm exposure


pine

Description

Table 6.5: Interstitial lengths of different species of pine tries

Usage

pine

Format

2 arguments across 36 observations

Length

Interstitial length in centimeters

Type

Type of pine tree


plasma.glucose

Description

Table 6.9: Plasma glucose levels in muskellungefish after a certain number of hours

Usage

plasma.glucose

Format

5 arguments across 8 observations

zero

Original plasma glucose level

one

Plasma glucose level after 1 hour

four

Plasma glucose level after 4 hours

twenty_four

Plasma glucose level after 24 hours

ninety_six

Plasma glucose level after 96 hours


pokeweed

Description

Table 5.2 - Average Dry Feces Weight (mg)

Usage

pokeweed

Format

1 argument across 10 observations

kentucky

Kentucky pokeweed

florida

Florida pokeweed


pollution

Description

Annual number of odor periods for Lake Michigan for the period 1950-1964

Usage

pollution

Format

4 arguments across 8 observations

year

The year measured

odorperiods

The number of odor periods measured in that year


prednisone

Description

Table 5.4: Platelet Counts of Newbonr Infants (per Millimeter-cubed)

Usage

prednisone

Format

1 arguments across 16 observations

with

Mothers given prednisone

without

Mothers not given prednisone


proline

Description

Table 8.9: Free Proline and Total Collagen Contents of Cirrhotic Patients

Usage

proline

Format

3 arguments across 7 observations

patient

Patient ID

total

Total collage, Xi, (mg/g dry weight of liver)

free

Free proline, Yi, (micromoles/dry weight of liver)


psychoactive

Description

Table 6.2: Raw scores indicating the degree of psychotherapeutic attraction for each experimental condition

Usage

psychoactive

Format

4 arguments across 8 observations

control

The control group

TR

Reading

VTP

Videotape

RII

Group


psychotic

Description

Table 7.3: Effect of Isometric Exercise on Serum Creating Phosphokinase (CPK) Activity (mU/liter) in Psychotic Patients

Usage

psychotic

Format

5 arguments across 14 observations

subject

Subject ID

pre

Preexercise

post19

19 hours postexercise

post42

42 hours postexercise

peak

Peak-psychotic period


ratskin

Description

Table 7.13: Reactions of Male Rats to Chemical Substances

Usage

ratskin

Format

7 arguments across 21 observations

rat

Experimental run ID

a

Chemical type A

b

Chemical type B

c

Chemical type C

d

Chemical type D

e

Chemical type E

f

Chemical type F

g

Chemical type G


roundingfirst

Description

Table 7.1: Rounding First-Base Times

Usage

roundingfirst

Format

Seven arguments across twenty-two observations

Players

The player

roundout

Player's round out run time in seconds

roundout.rank

Player's round out run time rank (by player)

narrowangle

Player's narrow angle run time in seconds

narrowangle.rank

Player's narrow angle run time rank (by player)

wideangle

Player's wide angle run time in seconds

wideangle.rank

Player's wide angle run time rank (by player)


salaries

Description

Table 3.2: Annual Salaries

Usage

salaries

Format

3 arguments across 12 observations

pair

Pair ID

private

The equivalent private sector salary

government

The equivalent government job salary


salivation

Description

Table 5.7: Mean Drop Differences

Usage

salivation

Format

2 arguments across 10 observations

feedback

Salivation rate for group with feedback

nofeedback

Salivation rate for group with no feedback


sample

Description

Table K.L: Sample dataset description is written here.

Usage

sample

Format

M arguments across N observations

Variable

Variable desciption

Variable

Variable description

AnotherVariable

Add more of these rows as needed


serum

Description

Table 7.24: Serum Level of LH (in Nanograms per Milliliter of Serum)

Usage

serum

Format

3 arguments across 60 observations

dosage

Serum level of luteinizing hormone

regime

Light regime (constant or 14 h light/10 h dark)

hormone

Dosage of luteinizing release factor (LRF)


serumiron

Description

Table 5.1: Serum Iron (micrograms per 100 milliliters) Determination Using Hyland Control Sera

Usage

serumiron

Format

1 arguments across 40 observations

ramsay

Serum iron detected using Ramsay method

jungparekh

Serum iron detected using Jung-Parekh method


settlingvelocity

Description

Table 3.12 - Settling Velocities of Sand Samples at 22-degrees Celcius

Usage

settlingvelocity

Format

2 arguments across 7 observations

sample

Sample ID

zi

Settling velocity, measured in centimeters/second


shelterbelts

Description

Table 7.7: Percent reduction in average wind speed at Dambutta, 1980/81 by shelterbelt trees

Usage

shelterbelts

Format

Six arguments across nine observations

Month

A string with the month

m20

Measured at 20 meters of leeward distance from shelterbelt

m40

Measured at 40 meters of leeward distance from shelterbelt

m100

Measured at 100 meters of leeward distance from shelterbelt

m150

Measured at 150 meters of leeward distance from shelterbelt

m200

Measured at 200 meters of leeward distance from shelterbelt


shelterbeltsnov

Description

Table 7.16: Percent reduction in average wind speed at Dambutta, 1980/81 by shelterbelt trees, November included

Usage

shelterbeltsnov

Format

Six arguments across ten observations

Month

A string with the month

m20

Measured at 20 meters of leeward distance from shelterbelt

m40

Measured at 40 meters of leeward distance from shelterbelt

m100

Measured at 100 meters of leeward distance from shelterbelt

m150

Measured at 150 meters of leeward distance from shelterbelt

m200

Measured at 200 meters of leeward distance from shelterbelt


smokers

Description

Sputum histamine levels (microgram/gram of dry weight sputum)

Usage

smokers

Format

2 arguments across 22 observations

sputumhistaminelevel

Level in microgram/gram

allergic

Groups of allergic/nonallergic


snowy

Description

Table 9.1: Double Ratio for 5 Years in the Snowy Mountains of Australia

Usage

snowy

Format

2 arguments across 5 observations

years

Years seeded, xi

double

Double ratio, Yi


sodiumion

Description

Table 5.3: Sodium Ion Content (mequiv/liter)

Usage

sodiumion

Format

2 arguments across 10 observations

plasma

Plasma sodium ion determination

erythrocyte

Erythrocyte sodium ion determination


soiltemp

Description

Table 7.8: Maximum Soil Temperature (degrees Centigrade) at 5-cm Depth at Dambatta, 1980/81

Usage

soiltemp

Format

Five arguments across nine observations

Month

A string with the month

m20

Measured at 20 meters of leeward distance from shelterbelt

m40

Measured at 40 meters of leeward distance from shelterbelt

m100

Measured at 100 meters of leeward distance from shelterbelt

m200

Measured at 200 meters of leeward distance from shelterbelt


squirrelmonkey

Description

Table 9.3: Body Weight and Total Surface Area of Squirrel Monkeys

Usage

squirrelmonkey

Format

3 arguments across 9 observations

monkey

Monkey ID

weight

Body weight, g

surface

Total surface area, cubed-centimeters


stainless

Description

Table 3.9: Percentage of Chromium in the Stainless Steel Samples

Usage

stainless

Format

2 arguments across 12 observations

sample

Sample ID

percent

Percentage of chromium


stockreturn

Description

Table 8.11: Mean Rate of Return of Common Stock Portfolios over the Period 1956-1969 and the 1969 Value of Each Equity Portfolio for 32 Life Insurance Companies

Usage

stockreturn

Format

3 arguments across 32 observations

company

Company ID

return

Mean rate percent of return, 1956-1969

value

Value of common stock portfolio, December 31, 1969 (millions of dollars)


stuttering

Description

Table 7.6: Influence of Rhythmicity of Metronome on Speech Fluency

Usage

stuttering

Format

4 arguments across 12 observations

subject

Subject ID

r

Subject spoke with a regular (rhythmic) metronome set at 120 ticks per minute

a

Subject spoke with an arrhythmic metronome with intervals between 0.3 and 0.7 s but with an average of 120 ticks per minute

n

Subject spoke unaided by a metronome


survival

Description

Table 11.11: Ordered Survival Times in Days of Guinea Pigs under Regimen 6.6

Usage

survival

Format

1 argument across 72 observations

survival

List of Xi's


syllables

Description

Table 7.4: Percentage Consonants Correctly Identified under Each of the Conditions: (A) Audition, (L) Lip Reading, (AL) Audition and Lip Reading, (C) Cued Speech, (AC) Audition and Cued Speech, (LC) Lip Reading and Cued Speech, and (ALC) Audition, Lip Reading, and Cued Speech

Usage

syllables

Format

8 arguments across 18 observations

subject

Subject ID

A

Audition

L

Lip reading

AL

Audition and lip reading

C

Cued speech

AC

Audition and cued speech

LC

Lip reading and cued speech

ALC

Audition, lip reading, and cued speech


tapeworms

Description

Table 8.3: Relation Between Weight of the Cysticerci of Taenia hydatigena Fed to Dogs and Weight of Worms Recovered at 20 Days

Usage

tapeworms

Format

3 arguments across 18 observations

dog

Dog ID

cysticerci

Weight of cysticerci fed to dogs

worms

Weight of worms recovered at 20 days


toc

Description

help(toc) displays the table of contents for datasets.

Usage

toc()

Details

A guide to the datasets in nsm3data. Datasets are listed under the Arguments section by the order they appear in the Nonparametric Statistical Methods textbook, 3ed. The reference name in the nsm3data package is given, along with the table number and the descriptor of the dataset.

Name Table Number - Description
hamiltondepression Table 3.1 - The Hamilton Depression Scale Factor IV Values
salaries Table 3.2 - Annual Salaries
dogs Table 3.3 - Blood Levels of Immunoreactive Insuline (microunits per milliliter)
hydroxyproline Table 3.4 - Heat-Insoluble Hydroxyproline Micromoles per Gram of Dry Weight
beakclapping Table 3.5 - Beak-Clapping Counts per Minute
hypnotic Table 3.6 - Average Scores on the Stanford Profile Scales of Hypnotic Susceptibility
bleedingtime Table 3.7 - Bleeding Time (in seconds)
stainless Table 3.9 - Percentage of Chromium in the Stainless Steel Samples
mayfly Table 3.10 - Mayfly Head Width, Habitat A (Micrometer Divisions)
ddt Table 3.11 - 6-Beta-Hydroxycortisol Excretion (micrograms/24 hours)
settlingvelocity Table 3.12 - Settling Velocities of Sand Samples at 22-degrees Celcius
dewoxidant Table 3.13 - Oxidant Content of Dew Water, Port Burwell, 1960
grouse Table 3.14 - Ruffed Grouse, Percentage Time in Active Movement
bedmaking Table 3.15 - Net Oxygen Consumption (cc)
albumin Table 3.18 - Intravascular Albumin Pool Before and After Prednisolone
chorioamnion Table 4.1 - Tritiated Water Diffusion Across Human Chorioamnion
alcohol Table 4.2: Alcohol Intake for 1 Year (Centiliter of Pure Alcohol)
smokers Table 4.3 - Sputum Histamine Levels (micro-grams/gram Dry Weight Sputum)
violence Table 4.4 - Seconds Spent in Room after Witnessing Violence
leadpoisoning Table 4.7 - Plasma Glucose Levels
serumiron Table 5.1: Serum Iron (micrograms per 100 milliliters) Determination Using Hyland Control Sera
pokeweed Table 5.2 - Average Dry Feces Weight (mg)
sodiumion Table 5.3: Sodium Ion Content (mequiv/liter)
prednisone Table 5.4: Platelet Counts of Newbonr Infants (per Millimeter-cubed)
salivation Table 5.7: Mean Drop Differences
coronary Table 5.8: Peak Levels of Human Plasma Growth Hormone after Arginine Hydrochloride Infusion (Initial Test, nanograms per milliliter)
mucociliary Table 6.1: Half-Time of Mucociliary Clearance (hours)
psychotherapy Table 6.2: Raw scores indicating the degree of psychotherapeutic attraction for each experimental condition
gizzard Table 6.3: Length of YOY Gizzard Shad from Kokosing Lake, Ohio, Sampled in Summer, 1984 (mm)
leukocyte Table 6.4: Number of Glucocorticoid Receptor (GR) Sites per Leukocyte Cell
pine Table 6.5: Mean Interstitial Lengths (mm)
motivational Table 6.6: Number of Pieces Processed
oakstands Table 6.7: Average Basal Area Increment (BAI) Vlues for Oak Stands in Southeastern Ohio
metabolic Table 6.8: Fasting Metabolic Rate (FMR) for White-Tailed Deer (kcal/kilogram/day)
plasma.glucose Table 6.9: Plasma glucose levels in muskellungefish after a certain number of hours
acidred Table 6.10: Number of Revertant Colonies of Salmonella Bacteria of Strain TA98 under Exposure to Various Doses of Acid Red 114, with Hamster Liver Activation
roundingfirst Table 7.1: Rounding First-Base Times
ozone Table 7.2: Effect of Experimental Ozone Exposures on Airway Resistance (centimeters of a liter of water/second)
psychotic Table 7.3: Effect of Isometric Exercise on Serum Creating Phosphokinase (CPK) Activity (mU/liter) in Psychotic Patients
syllables Table 7.4: Percentage Consonants Correctly Identified under Each of the Conditions: (A) Audition, (L) Lip Reading, (AL) Audition and Lip Reading, (C) Cued Speech, (AC) Audition and Cued Speech, (LC) Lip Reading and Cued Speech, and (ALC) Audition, Lip Reading, and Cued Speech
cotton Table 7.5: Strength Index of Cotton
stuttering Table 7.6: Influence of Rhythmicity of Metronome on Speech Fluency
shelterbelts Table 7.7: Percent reduction in average wind speed at Dambutta, 1980/81 by shelterbelt trees
soiltemp Table 7.8: Maximum Soil Temperature (degrees Centigrade) at 5-cm Depth at Dambatta, 1980/81
hebbwilliams Table 7.9: Error Scores by Species
adaptation Table 7.10: Adaptation Scores for College-Age Stutterers
nasturtiums Table 7.12: Logarithm of Toxic Dosages
ratskin Table 7.13: Reactions of Male Rats to Chemical Substances
isomers Table 7.14: Percent Conversion of Methyl Glucoside to Monovinyl Isomers
shelterbeltsnov Table 7.16: Percent reduction in average wind speed at Dambutta, 1980/81 by shelterbelt trees, November included
assembly Table 7.17: Assembly Times (min)
niacin Table 7.20: Amount of Niacin in Enriched Bran Flakes
ironsup Table 7.21: Percentage of Iron Retained
welds Table 7.22: Strength of Weld
coatacidity Table 7.23: Coat Acidity Value
serum Table 7.24: Serum Level of LH (in Nanograms per Milliliter of Serum)
tremors Table 7.26: Forearm Tremor Frequency (Hz) as a Function of Weight Applied at the Wrist
tuna Table 8.1: Hunter L Values and Consumer Panel Scores for Nine Lots of Canned Tuna
tapeworms Table 8.3: Relation Between Weight of the Cysticerci of Taenia hydatigena Fed to Dogs and Weight of Worms Recovered at 20 Days
brainweight Table 8.4: Mean Brain Weights and Medullary Pyramid Large Fiber Counts for Cerebral Palsy Subjects
twins Table 8.5: Paired exam data of 13 different twin pairs
highschool Table 8.6: Spending per High-School Senior and the Percentage of Those Seniors Who Graduated during the 1987-1988 School Year
nursing Table 8.7: Rankings for Faculty/Dean Decision-Making Agreement and Faculty Satisfaction for Participating Schools of Nursing
odors Table 8.8: Annual Number of Odor Periods for Lake Michigan for the Period 1950-1964
proline Table 8.9: Free Proline and Total Collagen Contents of Cirrhotic Patients
ciliarybeat Table 8.10: Relation between Ciliary Beat Frequency (CBF) Values Obtained through Nasal Brushing and Endobronchial Forceps Biopsy
stockreturn Table 8.11: Mean Rate of Return of Common Stock Portfolios over the Period 1956-1969 and the 1969 Value of Each Equity Portfolio for 32 Life Insurance Companies
glucoseimpedance Table 8.12: Weighted Glucose Response and Glucose Impedance
snowy Table 9.1: Double Ratio for 5 Years in the Snowy Mountains of Australia
cenosphereresin Table 9.2: The Effects of Hydrostatic Pressure on the Density of a Cenosphere-Resin Composite
squirrelmonkey Table 9.3: Body Weight and Total Surface Area of Squirrel Monkeys
flux Table 9.4: Coastal Sediment Ammonium Flux in Apalachicola Bay, Florida
cloudseeding Table 9.5: Precipitation Amounts RI and Circulation Index M for Seeded and Control Units
hemidiaphragms Table 9.6: Glycogen Content of Hemidiaphragms Measured by Optical Density in the Anthrone Test x 1000
insecticide Table 9.7: Numbers of Drosophila Flies (Three Different Species) That Survive to Adulthood after Exposure to Various Levels (ppm) of an Organic Phosphorus Insecticide
catheter Table 9.10: Required Length of Heart Catheter as a Function of Height and Weight
triglyceride Table 9.11: Blood Plasma Measurements Related to Total Triglyceride Level
liver Table 9.12: Survival Times of Liver Transplant Patients and Related Biological Measurements
oxidant Table 9.13: Maximum Oxidant Level, Wind Speed, Temperature, Humidity, and Insolation for a 30-Day Summer Period in the Los Angeles Pollution Control District
larvae Table 9.14: Number of Chaoborus Larvae and Water Quality of Samples
methyl Table 11.1: Calculation of Epsilon for the Methylmercury Data
aircon Table 11.2: Intervals in Hours between Failures of the Air-Conditioning System of Plane 8044
guinea Table 11.3: Ordered Survival Times in Days of Guinea Pigs under Regimen 4.3
granulocytic Table 11.6: Ordered Survival Times (Days from Diagnosis)
concrete Table 11.8: Pneumatic Pressures Required to Break Concrete Cubes
tubercle Table 11.9: Ordered Survival Times in Days of Guinea Pigs under Regimen 5.5
survival Table 11.11: Ordered Survival Times in Days of Guinea Pigs under Regimen 6.6
hodgkins Table 11.16: Relapse-Free Survival Times for Hodgkin's Disease Patients
hepatitis Table 11.22: Severe Viral Hepatitis Study
apcalcf Table 12.1: Discrepancy Scores for 68 Female AP Calculus Students
apcalcm Table 12.3: Discrepancy Scores for 82 Male AP Calculus Students

Examples

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tremors

Description

Table 7.26: Forearm Tremor Frequency (Hz) as a Function of Weight Applied at the Wrist

Usage

tremors

Format

5 arguments across 6 observations

subject

Acidity

t1

7.5lb of weight, treatment 1

t2

5lb of weight, treatment 2

t3

2.5lb of weight, treatment 3

t4

1.25lb of weight, treatment 4

t5

0lb of weight, treatment 5


triglyceride

Description

Table 9.11: Blood Plasma Measurements Related to Total Triglyceride Level

Usage

triglyceride

Format

9 arguments across 13 observations

patient

Patient ID

total

Total triglyceride level, mmol/liter

sex

Sex of the patient (coded as female = 0, male = 1)

obese

Whether patient is obese (coded as no = 0, yes = 1)

clylomicrons

Chylo-microns

vldl

Very low density lipoprotein

ldl

Low density lipoprotein

hdl

High density lipoprotein

age

Age of the patient


tubercle

Description

Table 11.9: Ordered Survival Times in Days of Guinea Pigs under Regimen 5.5

Usage

tubercle

Format

1 argument across 72 observations

tubercle

List of Xi's


tuna

Description

Table 8.1: Hunter L Values and Consumer Panel Scores for Nine Lots of Canned Tuna

Usage

tuna

Format

2arguments across 9 observations

lot

Lot number for the can

hunter

Hunter's L value

panel

Panel score for the tuna


twins

Description

Table 8.5: Paired exam data of 13 different twin pairs

Usage

twins

Format

2 arguments across 13 observations

TwinX

Exam score for twin X

TwinY

Exam score for twin Y


violence

Description

Table 4.4: Seconds spent in the room after witnessing violence

Usage

violence

Format

2 arguments across 42 observations

seconds

Number of seconds child remained in room

media

Which program the child watched (olympics, karatekid)


welds

Description

Table 7.22: Strength of Weld

Usage

welds

Format

3 arguments across 30 observations

strength

Weld strength

cycle

Weld cycle time

gage

Gage bar setting