| Title: | Datasets to Accompany Hollander, Wolfe, and Chicken NSM3 | 
| Version: | 0.1 | 
| Description: | Designed to add datasets which are used in the Nonparametric Statistical Methods textbook, 3rd edition. | 
| Depends: | R (≥ 3.5.0) | 
| Suggests: | NSM3 | 
| LazyData: | true | 
| License: | GPL-2 | 
| Encoding: | UTF-8 | 
| RoxygenNote: | 7.1.2 | 
| NeedsCompilation: | no | 
| Packaged: | 2022-01-17 21:06:05 UTC; kim3 | 
| Author: | Grant Schneider [aut], Eric Chicken [aut], Rachel Becvarik [aut], Sejin Kim [aut, cre] | 
| Maintainer: | Sejin Kim <kim3@kenyon.edu> | 
| Repository: | CRAN | 
| Date/Publication: | 2022-01-18 08:32:43 UTC | 
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