R/data.r

In austinragotzy/mathstat: Introduction to Mathematical Statistics R Package

#' AZT doses
#'
#' A data set containg 20 observations concerning the effect that
#' different dosages fo the drug AZT have on patients with HIV.
#'
#' @format A list with 20 rows and 2 variables:
#' \describe{
#'   \item{azt}{p24 antigen levels of HIV patients after their
#'   treatment with AZT.}
#'   \item{dose}{the does of AZT in mg given to the patient, 300 or 600.}
#' }
#'
#' @details see page 282 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"aztdoses"

#' Baseball
#'
#' A data set containing data on 59 professional baseball players.
#'
#' @format A list with 59 rows and 6 variables:
#' \describe{
#'   \item{hand}{right or left}
#'   \item{height}{height in inches}
#'   \item{weight}{weight in pounds}
#'   \item{hitind}{hit index}
#'   \item{hitpitind}{hit pitch index}
#'   \item{average}{batting average}
#' }
#'
#' @details see page 236, 243, 554 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"bb"

#' Beta 30
#'
#' A data set containg 30 observations generated from beta(theta, 1)
#' distribution where theta = 4
#'
#' @format A list of 30 rows in 1 variable
#' \describe{
#'   \item{x}{observations from beta distribution}
#' }
#'
#' @details see page 375 of the book
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"beta30"

#' Brain Data
#'
#' A data set containg 40 observations of the brains of college students.
#'
#' @format A list of 40 rows and 7 variables
#' \describe{
#'   \item{gender}{gender of the person male or female}
#'   \item{FSIQ}{the full scale IQ}
#'   \item{VIQ}{the verbal IQ}
#'   \item{PIQ}{the performance IQ}
#'   \item{weight}{weight of the person in pounds}
#'   \item{height}{height of the person in inches}
#'   \item{MRI_Count}{MRI count}
#' }
#'
#' @details see page 237 of the book.
#'
#' @references downloaded from http://lib.stat.cmu.edu/DASL/ at Carnegie-Melon
#' University. the original source is willerman et al. (1991).
#'
"braindata"

#' Conductivity
#'
#' A data set containg 18 observations about thurmal conductivity due to
#' Binder Grade and Coarseness fo Aggregate
#'
#' @format A list of 18 rows with 3 variables
#' \describe{
#'   \item{Conductivity}{the value of Thurmal Conductivity}
#'   \item{Binder}{Binder Grade, either PG58, PG64, or PG70}
#'   \item{Aggregate}{the Coarseness fo the Aggregate Content, either
#'   38%, 41%, or 44%}
#' }
#'
#' @details see page 537 of the book
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"conductivity"

#' crimealk
#'
#' A data set containing the number of different crimes commited by drinkers
#' and non drinkers
#'
#' @format A matrix containg 6 crimes and how many drinkers vs non drinkers
#' commited them
#' \describe{
#'   \item{arson}{a row corresponding to people who commited arson}
#'   \item{rape}{a row corresponding to people who commited rape}
#'   \item{violence}{a row corresponding to people who commited violent crimes}
#'   \item{theft}{a row corresponding to people who commited theft}
#'   \item{coining}{a row corresponding to people who commited coining}
#'   \item{fraud}{a row corresponding to people who commited fraud}
#'   \item{drinker}{a column corresponding to the people who drink alcohol}
#'   \item{nondrinker}{a column corresponding to the people who do not drink alcohol}
#' }
#'
#' @details see page 291 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"crimealk"

#' Darwin
#'
#' A data set containing 15 observation of Zea mays heights when self fertilized vs.
#' cross fertilized
#'
#' @format A list containing 15 rows with 2 variables
#' \describe{
#'   \item{cross}{height of a cross fertilized Zea mays}
#'   \item{self}{height of a self fertilized Zea mays}
#' }
#'
#' @details see page 272 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"darwin"

#' Earth to Moon Mass Ratio
#'
#' A data set containing 7 ratios of Earth to Moon Mass
#'
#' @format A list containg 7 rows and 1 variable
#' \describe{
#'   \item{ratios}{Earth to Moon Mass ratios}
#' }
#'
#' @details see page 401 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"earthmoon"

#' Eg 4.4.4 Data
#'
#' A data set containing 15 values.
#'
#' @format A list with 15 rows and 1 variable
#' \describe{
#'   \item{x}{some variable from 4.4.4}
#' }
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"eg4.4.4data"

#' Elastic Modulus
#'
#' A data set containg 22 observations of the elastic modulus of and
#' alloy for an alloy that is cast by one of three different casting
#' processes.
#'
#' @format A list with 22 rows and 2 variables
#' \describe{
#'   \item{elasticmod}{the elastic modulus}
#'   \item{ind}{the type of casting process 1 = Permanent mold, 2 = Die
#'   cast 3 = Plaster mold}
#' }
#'
#' @details see page 519 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"elasticmod"

#' Ex. 4.4.3 Data
#'
#' A data set containg 21 values
#'
#' @format A list containing 21 rows and 1 variable
#' \describe{
#'   \item{x}{some variable from 4.4.3}
#' }
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"ex4.4.3data"

#' Ex. 7.6.3 Data
#'
#' A data set containg 30 values
#'
#' @format A list containing 30 rows and 1 variable
#' \describe{
#'   \item{x}{some variable from 7.6.3}
#' }
#'
#' @details see page 445 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"ex763data"

#' Ex 6.1.1 Data
#'
#' A data set containg 25 values
#'
#' @format A list containing 25 rows and 1 variable
#' \describe{
#'   \item{x}{some variable from 6.1.1}
#' }
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"ex6111"

#' Ex. 10.5.3 Data
#'
#' A data set containg 15 x and y values
#'
#' @format A list containing 15 rows and 2 variables
#' \describe{
#'   \item{x}{some variable from 1053}
#'   \item{y}{some variable frim 1053}
#' }
#'
#' @details see page 615 of the book
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"examp1053"

#' Exercise 8.3.16 Data
#'
#' A data set containg 15 x and y values.
#'
#' @format A list containing 15 rows and 2 variables
#' \describe{
#'   \item{x}{some variable from 8.3.16}
#'   \item{y}{some variable from 8.3.16}
#' }
#'
#' @details see page 499 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"exercise8316"

#' Fast Cars
#'
#' A data set containg 30 observations of car speeds.
#' Car and Driver (July, 1995) conducted tests of these super cars.
#' These speeds were achieved using as much distance as necessary
#' and without exceeding the engine's redline.   6 runs were made, 3 in each
#' direction.  See Kitchens (1997). 
#' Car number and car: 1 Acura;  2 Ferrair;  3 Lotus; 4 Porsche;  5 Viper

#' @format A list containing 30 rows and 2 variables
#' \describe{
#'   \item{ind}{type of car}
#'   \item{speed}{the speed of the car}
#' }
#'
#' @details see page 528 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#' @references Kitchens, L.J. (1997), A Modern Introduction to Data
#' Analysis and Modern Inference, 2nd Ed., Wadsworth.
"fastcars"

#' Generated exp Data
#'
#' A data set containg 22 observations from F-tests derived from
#' Excercise 6.5.7.
#'
#' @format A list containing 22 rows and 2 variables
#' \describe{
#'   \item{c.x..y.}{observations from one of the F-test distributions}
#'   \item{indy}{denotes which distribution derived from
#'   0 = \code{rexp(10, 1/20)}, 1 = \code{rexp(12, 1/40)}}
#' }
#'
#' @details see page 402 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"genexpd"

#' River Length
#'
#' A data set containg 141 observations of American river lengths.
#'
#' @format A list containing 141 rows and 1 variable
#' \describe{
#'   \item{lengthriver}{the length of the river in miles}
#' }
#'
#' @details see page 585 of the book
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"lengthriver"

#' Life Time of Motors
#'
#' A data set containg 20 observations about motor life time in high
#' tempatures.
#'
#' @format A list containing 20 rows and 1 variable
#' \describe{
#'   \item{lifetime}{life time of a motor in hours}
#' }
#'
#' @details see page 235 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"lifetimemotor"

#' Mens 1500m Run
#'
#' A data set containg 27 observations about mens 1500m runs
#'
#' @format A list containing 27 rows and 2 variables
#' \describe{
#'   \item{year}{the year this took place}
#'   \item{time}{the time taken to run in seconds}
#' }
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"men1500m"

#' Mix 6.6.8
#'
#' A data set containg 20 observations of x values based on
#' a Bernoulli distribution with a probability of success 0.7
#'
#' @format A list containing 20 rows and 1 variable
#' \describe{
#'   \item{x}{A random variable}
#' }
#'
#' @details see page 411 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"mix668"

#' Normal 50
#'
#' A data set containg 50 random values x
#'
#' @format A list containing 50 rows and 1 variable
#' \describe{
#'   \item{x}{some x value}
#' }
#'
#' @details see page 395 of the book
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"normal50"

#' olympic 1500 marathon
#'
#' A data set containg 20 observations about olympic 1500 meter run and the marathon
#'
#' @format A list containing 20 rows and 3 variables
#' \describe{
#'   \item{year}{the year it took place}
#'   \item{m1500}{the winning time in seconds of the 1500 meter run}
#'   \item{marathon}{the winning time in seconds of the marathon}
#' }
#'
#' @details see pages 545 and 633 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"olym1500mara"

#' Distance of Punts
#'
#' A data set containg 13 observations about Punters
#'
#' @format A list containing 13 rows and 7 variables
#' \describe{
#'   \item{distance}{the average distance in feet of 10 punts}
#'   \item{strength}{the strength}
#'   \item{hangtime}{the time the ball was in the air}
#'   \item{lf}{a predictor}
#'   \item{llstrength}{a predictor of strength}
#'   \item{rf}{a predictor}
#'   \item{rl}{a predictor}
#' }
#'
#' @details See page 360 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"punter"

#' Quail LDL
#'
#' A data set containg 39 observations of an experiment with 4 drugs
#' treating cholesterol.
#'
#' @format A list containing 39 rows and 2 variables
#' \describe{
#'   \item{treat}{referes to the drug used}
#'   \item{ldl}{the patients LDL level}
#' }
#'
#' @details see page 521 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"quailldl"

#' ACT and Exam Scores
#'
#' A data set containg 15 observations about test scores on ACT and
#' the final exam in the first semester of calculus.
#'
#' @format A list containing 15 rows and 2 variables
#' \describe{
#'   \item{actscores}{score on act}
#'   \item{examscores}{score on exam, out of 200}
#' }
#'
#' @details See page 548 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"regr1"

#' Scottish Eye and Hair Color
#'
#' A data set containg observations about hair and eye color
#'
#' @format A matrix containing 4 rows of eye color and 5 columns of hair color
#' \describe{
#'   \item{blue}{a row of people with blue eyes}
#'   \item{light}{a row of people with light eyes}
#'   \item{medium}{a row of people with medium eyes}
#'   \item{dark}{a row of people with dark eyes}
#'   \item{fair}{a column of people with fair hair}
#'   \item{red}{a column of people with red hair}
#'   \item{medium}{a column of people with medium hair}
#'   \item{dark}{a column of people with dark hair}
#'   \item{black}{a column of people with black hair}
#' }
#'
#' @details See pages 231 and 288 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"scotteyehair"

#' sec95set2
#'
#' A data set containg 15 observations about sec 9.5 set 2
#'
#' @format A list containing 15 rows and 3 variables
#' \describe{
#'   \item{x}{some variable x}
#'   \item{fa}{some other variable fa}
#'   \item{fb}{soem other variable fb}
#' }
#'
#' @details See page 539 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"sec95set2"

#' sec 9.5.1
#'
#' A data set containg 24 observations from section 9.5.1
#'
#' @format A list containing 24 rows and 3 variables
#' \describe{
#'   \item{x}{some variable x}
#'   \item{fa}{some other variable fa}
#'   \item{fb}{soem other variable fb}
#' }
#'
#' @details See page 539 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"sec951"

#' section 7.6 data
#'
#' A data set containg 20 observations drawn from a normal distribution
#'
#' @format A list containing 20 rows and 1 variable
#' \describe{
#'   \item{x}{some x value drawn from a normal distribution}
#' }
#'
#' @details See page 444 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"sect76data"

#' Base Running Challenge
#'
#' A data set containg 20 times for a challenge given by a baseball
#' coach to pairs of players.
#'
#' @format A list containing 50 rows and 2 variables
#' \describe{
#'   \item{self}{the time it took one of the player in the pair to
#'   run around the bases in seconds}
#'   \item{rival}{the time it took the other player in the pair to
#'   run around the bases in seconds}
#' }
#'
#' @details See page 281 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"selfrival"

#' Shoshoni Rectangles
#'
#' A data set containg 20 observations about Golden rectangles
#'
#' @format A list containing 20 rows and 1 variable
#' \describe{
#'   \item{shosratios}{golden ratios for rectangles}
#' }
#'
#' @details See page 574 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"shoshoni"

#' Speed of Light
#'
#' A data set containg 66 observations of the speed of light
#' by the scientist Simon Newcomb
#'
#' @format A list containing 66 rows and 1 variable
#' \describe{
#'   \item{speed}{the speed of light}
#' }
#'
#' @details See page 238 of the book.
#'
#' @references obtained ath Carnegie Melon site http://lib.stat.cmu.edu/DASL/
#'
"speedlight"

#' Sulfur Dioxide
#'
#' A data set containg 24 observations of sulfur dioxide levels in a damaged
#' Bavarian forest
#'
#' @format A list containing 24 rows and 1 variable
#' \describe{
#'   \item{sulfurdioxide}{the level of sulfur dioxide concentration in
#'   micro grams per cubic meter}
#' }
#'
#' @details See page 229 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"sulfurdio"

#' telephone
#'
#' A data set containg 24 observations about phone calls made in belgium
#' from 1950 to 1973
#'
#' @format A list containing 24 rows and 2 variables
#' \describe{
#'   \item{year}{the year}
#'   \item{numcall}{the number of call made in tens of millions in Belgium}
#' }
#'
#' @details See pages 548 and 627 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"telephone"

#' Tempature by Gender
#'
#' A data set containg 130 observations of tempature of individuals
#' by their gender
#'
#' @format A list containing 130 rows and 2 variables
#' \describe{
#'   \item{temp}{the tempature of the individual in degrees fahrenheit}
#'   \item{gender}{gender of the person male or female}
#' }
#'
#' @details See page 497 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"tempbygender"

#' Water Wheel Data Set
#'
#' A data set containg 20 observations about the water
#' wheel experiment.
#'
#' @format A list containing 20 rows and 2 variables
#' \describe{
#'   \item{numbrev}{wheel revolutions per minute}
#'   \item{indgrp2}{under influence of a drug or placebo}
#' }
#'
#' @details See page 600 of the book.
#'
#' @references Hogg, R. McKean, J. Craig, A. (2018) Introduction to
#' Mathematical Statistics, 8th Ed. Boston: Pearson.
#'
"waterwheel"