Introduction

This page contains links to the data sets used in the Handbook.
These files are ASCII files and you should be able to import them
into the statistical software or spreadsheet system of your choice.
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For convenince, you can download all of the files from a
single zip file.

Alphabetic List of Data Sets

 ASCOMBE.DAT  Anscombe's four
four data sets with same correlation but different appearance
(correlation)
 AUTO79.DAT  11 features for 74
car models from 1979 (multivariate)
 AUTO83B.DAT  miles per gallon
for 1983 car models from United States and Japan (two sample
comparison)
 BERGER1.DAT  Alaska pipeline
ultrasonic defects (regression, calibration)
 BIRNSAUN.DAT  fatigue life
of aluminum sheeting (reliability)
 BOXBIKE2.DAT  time to
climb hill (2^(74) fractional factorial design)
 BOXSPRIN.DAT  percentage
of acceptable springs (2^3 full factorial design)
 CALIBRATIONLINE.DAT 
measurements from an optical imaging system (calibration)
 CATAPULT.DAT  catapult
experiment (2^(51) fractional factorial design)
 CERAMIC.DAT  ceramic
strength data (2^5 full factorial experiment)
 CHARACTERIZE3_2_3_1.DAT
 diameter measurements for five lathe machines (1factor data)
 CHARACTERIZE3_2_3_2.DAT
 diameter measurements for five lathe machines and two coolants
(2factor data)
 CHECK_STD.DAT  check
standard data for resistivity (MPC61.DAT) (calibration,
uncertainty analysis)
 CHWIRUT2.DAT  ultrasonic
calibration data (nonlinear model)
 CLB1.DAT  Thermocouple calibration #1
(regression)
 CLB2.DAT  Thermocouple calibration #2
(regression)
 CO2.DAT  CO2 concentrations
from Mauna Loa, Hawaii (time series)
 COMPARE7_1_6.DAT
 Example data (univariate outlier analysis)
 CURRIE.DAT  pollution
source analysis (multivariate)
 DRAFT69.DAT  1969 draft
lottery rankings (univariate)
 DZIUBA1.DAT  standard
resistor measurements (time series)
 ELNINO.DAT  Southern
oscillation meteorology data (time series)
 FLICKER.DAT  Flicker
noise data (time series)
 F_SERIES.DAT  Yields from batch
chemical process (time series)
 FULLER2.DAT  airplane
glass time to failure (reliability, distributional modeling)
 FURNACE.DAT  thickness
of oxide films (3factor data)
 GAS_FURNACE.DAT  gas
rate and percentage CO2 measurements (multivariate time series)
 GEAR.DAT  gear diameter
measurements (1factor data)
 G_SERIES.DAT  International airline
passengers: monthly totals in thousands of passengers, 1/1949  12/1960
(time series)
 HAHN1.DAT  thermal
expansion of copper (regression)
 HSU12.DAT  accoustic
microscopy (regression and calibration)
 IMPROVE5_4_7_3.DAT
 pressure measurements with several factor variables
(design of experiments)
 IMPROVE5_4_7_3.DAT
 chemical vapor deposition reactor process (response surface
design)
 IMPROVE5_5_3_1_1.DAT
 percentage yield of a chemical process based on temperature
and reaction time  phase I, step 1 (optimization design)
 IMPROVE5_5_3_1_3.DAT
 percentage yield of a chemical process based on temperature
and reaction time  phase I, step 2 (optimization design)
 IMPROVE5_5_3_1_4.DAT
 percentage yield of a chemical process based on temperature
and reaction time  phase II (optimization design)
 IMPROVE5_5_3_2_2.DAT
 tire tread component (multiresponse optimization design)
 IMPROVE5_5_6.DAT
 percentage of maximum torque based on 3 "inner arrays" and
2 "outer arrays" (Taguchi experiment design)
 INN.DAT  optimization of
sonoluminescent light intensity (2^(73) fractional factorial
design)
 JAHANMI2.DAT  effect of
machining factors on strength of ceramics (multifactor design)
 JONES.DAT  density of water
as a function of temperature (one factor regression)
 LEW.DAT  steelconcrete beam
deflection (time series)
 LEW3.DAT  tensile strength
of concrete (fitting)
 LINEWID.DAT  line widths
on photomask standards (calibration, uncertainty)
 LITHOGRA.DAT
 lithography process (process control)
 LNSPCG.DAT  calculatuions
for linespacing of integrated circuit photomask calibration
curve (calibration)
 LOADCELL.DAT  Known load cell
versus measured load cell (calibration)
 LOESSCMP.DAT  Simulated (x,y) data
(LOESS regression)
 LUTHER.DAT  Newton's
gravitational constant via torsion pendulum experiment
(time series)
 MACHINE.DAT  diameter
measurements for three machines (multifactor experiment)
 MASS.DAT  check standard
data for the mass calibration process (calibration)
 MAVRO.DAT  filter
transmittance experiment (univariate analysis)
 MICHELSO.DAT Michelson's
1879 determination of the speed of light in air (multifactor
data)
 MLCO2MON.DAT  Mauna
Loa monthly mean CO2 data (time series)
 MODEL4_4_4.DAT 
pressure/temperature data (regression)
 MODEL4_4_5_2.DAT 
modified version of the pressure/temperature data
(regression)
 MONITOR6_3_3_1.DAT
 defects in wafers (counts based control charts)
 MONITOR6_4_3_6.DAT
 sales data (exponential smoothing)
 MONITOR6_5_2.DAT
 microwave radiation measurements (univariate, nonnormality)
 MORALES.DAT  mass
spectrometric isotopic analysis of sulfer exafluroide
(1factor data with 3 response variables)
 MPC441.DAT  resistivity
measurements over time (repeatability)
 MPC5312.DAT  resistivity
measurements for 5 probes and 5 wafers (uncertainty analysis)
 MPC536.DAT  resistivity
measurements for two wiring configurations (gauge study,
bias analysis)
 MPC61.DAT  resistivity
measurements over time (gauge study, type A uncertainty
analysis)
 MPC61A.DAT  differences
from the mean for the resistivity measurements in MPC61.HTM
(gauge study, bias analysis)
 MPC61B.DAT  differences
in the averages for one probe of the resistivity measurements
in MPC61.HTM (gauge study, bias analysis)
 MPC62.DAT  resistivity
measurements over time (check standard study)
 NEGIZ4.DAT
 lithography process (process control)
 NORMAL.DAT  100
normal random numbers (univariate, distributional
analysis)
 NORMAL2.DAT  200
normal random numbers (univariate, distributional
analysis)
 PBF11.DAT  weekly Freon11
readings from Point Barrow, Alaska (time series,
multivariate)
 PONTIUS.DAT  load cell
versus deflection calibration measurements (regression,
calibration)
 PR1.DAT  polymer relaxation data
(nonlinear regression)
 RANDN.DAT  500
normal random numbers (univariate, distributional
analysis)
 RANDU.DAT  500
uniform random numbers (univariate, distributional
analysis)
 RANDWEIB.DAT  500
Weibull random numbers with shape parameter 2 (univariate,
distributional analysis)
 RANDWALK.DAT  500
observations from a random walk (univariate, distributional
analysis)
 ROSNER.DAT  Rosner's
data for outlier tests (univariate, outliers)
 SHEESLE2.DAT  light
bulb lead wire weld process comparison (multifactor
analysis)
 SOULEN.DAT  Josephson
junction cryothermometry experiment (univariate, time
series, distributional analysis)
 SPLETT2.DAT  Charpy
VNIST notch testing (onefactor analysis)
 SPLETT3.DAT  Eddy
current probe data (2^3 full factorial design)
 SUNSPOT.DAT  sunspot
activity (time series)
 TIETMOO1.DAT  vertical
semidiameters of the planet Venus (outliers)
 TUKLAMB.DAT  TukeyLambda
random numbers with shape parameter 1.1 (distributional
analysis)
 UGIANSKY.DAT  ASTM
stress corrosion study (onefactor with two response
variables)
 ZARR13.DAT  heat flow
meter data (univariate)
 ZARR14.DAT  heat flow
meter data (univariate)
