W.Q. Meeker
22 February 2010
Index to Reliability and Related Data Sets
This file describes the source and, when not included in Meeker and Escobar (1998), a little background for some of the data sets supplied with Splida/RSplida. The first part of the file does this by data set name. The second is organized according to the numbered Examples and Exercises in Meeker and Escobar (1998), making it easy to find data sets used in that book (if the name is not obvious).
These data sets fall into four broad categories
· Life or time-to-event data
· Repeated-measures degradation data
· Destructive degradation data
· Recurrence data
Complete references not given below (e.g. Nelson 1982) are given at the end of Meeker and Escobar (1998). Also see the "Examples" entry in the index of Meeker and Escobar (1998).
AlloyC.txt Meeker and Escobar (1998)
Example 11.16, page 276.
Appliance01.txt Nelson (1982) page 121
BearingCage.txt Abernethy, Breneman, Medlin, and Reinman (1983).
also Meeker and Escobar (1998), Example 10.12, 12.10, 14.1, 14.2,.14.3, 14.4, 14.5
Concrete.txt Holmen (1979), analyzed in Castillo and Hadi (1995) and discussion of Pascual and Meeker (1999)
ConnectionStrength.txt, Nelson (1982), page 111
DeviceA.txt Hooper and Amster (1990)
also Meeker and Escobar (1998), Example12.9, 19.1, 19.2, 19.3, 19.4, 19.5, 19.6, 19.7, 19.8, 19.9
DeviceB.txt Meeker, Escobar, and Lu (1998) also Meeker and Escobar
(1998), Chapter 21
DeviceC.txt Meeker, Unpublished ALT data use in Meeker and Escobar
(1998), Exercise 19.2
DeviceG.txt Meeker and Escobar (1998), Example 15.6, page 383
DeviceH.txt Doganaksoy, Hahn, and Meeker (2000)
DiskBer.txt Murray (1993)
also Meeker and Escobar (1998), Exercise 13.9
Fan.txt Nelson (1982), pages 133, 318
also Meeker and Escobar (1998), Examples 7.12, 7.13,
11.3, 11.17
GaAsLaser.txt Meeker and Escobar (1998), Example 13.10
HeatExchanger.txt Meeker and Escobar (1998), Example 3.1, 3.2, 3.3,
3.4, 3.6, 3.11, 6.4, 9.8, 9.9, 9.10, 9.11
LaminatePanel.txt Shimokawa and Hamaguchi~(1987)
also Pascual and Meeker (1999)
LocomotiveControl.txt Nelson (1982), page 33
MachineH.txt Meeker and Escobar (1998), Example 16.6
MetalWear.txt Meeker and Escobar (1998), Example 21.6
NiCdBattery.txt Brown and Mains (1979)
and Meeker and Escobar (1998), Example 1.9
NewSpring.txt Unpublished Meeker (1999)
A factorial experiment to compare the life times of springs as a function of a processing temperature and amount of displacement in the spring test (stroke).
PartA.txt Unpublished Meeker (1999)
An experiment to compare the life times of units assembled by three different operators.
PhotoDetector.txt Weis et al. (1986),
also Meeker and Escobar (1998), Exercise 3.12
PrintedCircuitBoard.txt from Meeker and LuValle (1995),
also Meeker and Escobar (1998), Examples 1.8 and and 18.7
RepairTimes.txt Unpublished Meeker (1997)
Recorded times to repair a particular kind of electronic system, without regard to failure mode.
RocketMotor.txt Olwell, D. H. and Sorell, A. A. (2001)
ShockAbsorber.txt O'Connor (1985), also Examples 3.8, 3.9, 3.10,
6.3, 8.1, 8.3, 8.4, 8.5, 8.6, 8.7, 8.8, 8.10, 8.11, 8.12, 8.13,
8.14, 8.15, 9.4, 9.5, 9.6, 9.7, 9.12 from Meeker and Escobar
Snubber.txt Nelson (1982) also Meeker and Escobar (1998) Examples
17.13, 17.14, 17.15
TurbineDevice.txt Unpublished Meeker (1999)
ValveSeat.txt Nelson, W. (1995a)
also Meeker and Escobar (1998), Examples
16.3, 16.4
WorkStation.txt Meeker and Escobar (1998), Exercise 16.1
ZelenCap.txt Zelen (1959)
also Meeker and Escobar (1998), Example 17.11
at7987.txt Meeker and Escobar (1998), Examples 6.2, 6.6, 6.7, 11.18
berkson10220.txt Berkson (1966) also Meeker and Escobar (1998),
Example 7.1-7.4
berkson20.txt Berkson (1966) also Meeker and Escobar (1998), Example
7.1-7.4
berkson200.txt Berkson (1966) also Meeker and Escobar (1998),
Example 7.1-7.4
berkson2000.txt Berkson (1966) also Meeker and Escobar (1998),
Example 7.1-7.4
bkfatigue10.txt Bogdanoff and Kozin (1985)
also Meeker and Escobar (1998), Example 11.4
bleed.txt Abernethy, Breneman, Medlin, and Reinman (1983)
also Meeker and Escobar (1998), Example 6.9
bulb.txt Davis (1952)
cirpack4.txt Hooper and Amster (1990), Table 8.1
cirpack5.txt Hooper and Amster (1990), Table 8.2
cirpack6.txt Meeker and Escobar (1998), Table 8.3, Example 1.3, 11.8
comptime.txt Meeker and Escobar (1998), Example 17.1, 17.3, 17.4,
17.5, 17.6, 17.7
cylinder.txt Nelson and Doganaksoy (1989)
also Meeker and Escobar (1998), Example 16.5
doatrun.txt Meeker (1996), unpublished
Data are truncated because an unknown number of
DOA's were removed from the data set.
electro_mech.txt Hahn and Meeker (1982a)
grampus.txt Lee (1980) and also Ascher, H., and Feingold, H. (1984)
also Meeker and Escobar (1998), Example
16.9, 16.10, 16.11, 16.12
grids1.txt Doganaksoy, N., and Nelson, W. (1998)
also Meeker and Escobar (1998), Example
grids2.txt Doganaksoy, N., and Nelson, W. (1998)
also Meeker and Escobar (1998), Example 16.7
halfbeak.txt Ascher, H., and Feingold, H. (1984)
also Meeker and Escobar (1998), Example 16.7
icdevice02.txt Meeker and Escobar (1998), Example 19.11
inconel.txt Shen (1994)
also Pascual and Meeker (1999)
lfp1370.txt Meeker (1987) also Meeker and Escobar (1998), Example
3.5, 11.5, 11.6, 11.7
lzbearing.txt Lieblein and Zelen (1956), also Lawless (1982)
and Meeker and Escobar (1998), Examples 1.1,
6.8, 8.16, 11.1, 11.2, 12.2, 12.3, 12.4,
12.5, 12.6
muliple_fail_classh.txt Nelson (1990), page 32
mylarpoly.txt Kalkanis and Rosso (1989) also Meeker and Escobar (1998),
Examples 18.5, 19.10
piccioto.txt Picciotto (1970)
piccioto_sub.txt subset of data in piccioto.txt
Resistor.txt Suzuki, Maki, and Yokogawa (1993)
also Meeker and Escobar (1998), Example 18.2 and
Table C.3
superalloy.txt Nelson (1990)
also Meeker and Escobar (1998), Examples
17.2, 17.8, 17.9, 17.10
tantalum.txt Singpurwalla, Castellino, and Goldschen (1975)
also Meeker and Escobar (1998), Examples 19.11,
19.12
titanium.txt
titanium01.txt Meeker and Escobar (1998), Exercise 6.7
turbine.txt Nelson (1982)
also Meeker and Escobar (1998), Examples 1.7
v7tube.txt Davis (1952) also Meeker and Escobar (1998), Example 1.6,
6.10
Meeker and Escobar (1998) examples and exercises using data
Example 1.1 lzbearing.txt
Example 1.2 lfp1370.txt
Example 1.3 cirpack6.txt
Example 1.4 Fan.txt
Example 1.5 HeatExchanger.txt
Example 1.6 v7tube.txt
Example 1.7 turbine.txt
Example 1.8 PrintedCircuitBoard.txt
Example 1.9 NiCdBattery.txt
Example 1.10 AlloyA.txt
Example 3.1 HeatExchanger.txt
Example 3.2 HeatExchanger.txt
Example 3.3 HeatExchanger.txt
Example 3.4 HeatExchanger.txt
Example 3.5 lfp1370.txt
Example 3.6 HeatExchanger.txt
Example 3.7 HeatExchanger.txt
Example 3.8 ShockAbsorber.txt
Example 3.9 ShockAbsorber.txt
Example 3.10 ShockAbsorber.txt
Example 3.11 HeatExchanger.txt
Example 3.12
Example 3.13 turbine.txt
Example 6.2 at7987.txt
Example 6.3 ShockAbsorber.txt
Example 6.4 HeatExchanger.txt
Example 6.5 turbine.txt
Example 6.6 at7987.txt
Example 6.7 at7987.txt
Example 6.8 lzbearing.txt
Example 6.9 bleed.txt
Example 6.10 v7tube.txt
Example 7.3 berkson20.txt
Example 7.12 Fan.txt
Example 7.14 Fan.txt
Example 8.1 ShockAbsorber.txt
Example 8.2 ShockAbsorber.txt
Example 8.3 ShockAbsorber.txt
Example 8.4 ShockAbsorber.txt
Example 8.5 ShockAbsorber.txt
Example 8.6 ShockAbsorber.txt
Example 8.7 ShockAbsorber.txt
Example 8.8 ShockAbsorber.txt
Example 8.10 ShockAbsorber.txt
Example 8.11 ShockAbsorber.txt
Example 8.12 ShockAbsorber.txt
Example 8.13 ShockAbsorber.txt
Example 8.14 ShockAbsorber.txt
Example 8.15 ShockAbsorber.txt
Example 8.16 lzbearing.txt
Example 9.1 berkson20.txt
Example 9.2 berkson20.txt
Example 9.3 berkson20.txt
Example 9.4 ShockAbsorber.txt
Example 9.5 ShockAbsorber.txt
Example 9.6 ShockAbsorber.txt
Example 9.7 ShockAbsorber.txt
Example 9.8 HeatExchanger.txt
Example 9.9 HeatExchanger.txt
Example 9.10 HeatExchanger.txt
Example 9.11 HeatExchanger.txt
Example 9.12 ShockAbsorber.txt
Example 10.12 BearingCage.txt
Example 11.1 lzbearing.txt
Example 11.2 lzbearing.txt
Example 11.3 Fan.txt
Example 11.4 bkfatigue10.txt
Example 11.5 lfp1370.txt
Example 11.6 lfp1370.txt
Example 11.7 lfp1370.txt
Example 11.8 cirpack6.txt
Example 11.9 Life Data?
Example 11.10 Kalbfleisch and Lawless (1992)
Example 11.11 cirpack6.txt
Example 11.16 AlloyC.txt
Example 11.17 Fan.txt
Example 11.18 at7987.txt
Example 12.2 lzbearing.txt
Example 12.3 lzbearing.txt
Example 12.4 lzbearing.txt
Example 12.5 lzbearing.txt
Example 12.8 lzbearing.txt
Example 12.9 AlloyA.txt
Example 12.10 BearingCage.txt
Example 13.1 AlloyA.txt
Example 13.6 AlloyA.txt
Example 13.9 AlloyA.txt
Example 14.1 BearingCage.txt
Example 14.2 BearingCage.txt
Example 14.3 BearingCage.txt
Example 14.4 BearingCage.txt
Example 14.5 BearingCage.txt
Example 14.5 BearingCage.txt
Example 14.6 BearingCage.txt
Example 14.7 BearingCage.txt
Example 14.8 BearingCage.txt
Example 14.9 BearingCage.txt
Example 14.10 BearingCage.txt
Example 15.3
Example 15.6 DeviceG.txt
Example 16.1 grampus.txt
Example 16.2 ValveSeat.txt
Example 16.3 ValveSeat.txt
Example 16.4 ValveSeat.txt
Example 16.5 cylinder.txt
Example 16.6 MachineH.txt
Example 16.7 grids1.txt, grids2.txt
Example 16.8 grids1.txt, grids2.txt
Example 16.9 grampus.txt
Example 16.10 grampus.txt
Example 16.11 grampus.txt
Example 16.12 halfbeak.txt
Example 17.1 comptime.txt
Example 17.2 superalloy.txt
Example 17.3 comptime.txt
Example 17.4 comptime.txt
Example 17.5 comptime.txt
Example 17.6 comptime.txt
Example 17.7 comptime.txt
Example 17.8 superalloy.txt
Example 17.9 superalloy.txt
Example 17.10 superalloy.txt
Example 17.11 ZelenCap.txt
Example 17.12 ZelenCap.txt
Example 17.13 Snubber.txt
Example 17.l4 Snubber.txt
Example 17.15 Snubber.txt
Example 18.1
Example 18.2 resistor.txt
Example 18.5 mylarpoly.txt
Example 18.7 PrintedCircuitBoard.txt
Example 19.1 DeviceA.txt
Example 19.2 DeviceA.txt
Example 19.3 DeviceA.txt
Example 19.4 DeviceA.txt
Example 19.5 DeviceA.txt
Example 19.6 DeviceA.txt
Example 19.7 DeviceA.txt
Example 19.8 DeviceA.txt
Example 19.9 DeviceA.txt
Example 19.10 mylarpoly.txt
Example 19.11 icdevice02.txt
Example 19.12 icdevice02.txt
Example 20.1
Example 21.1 DeviceB.txt
Example 21.2 DeviceB.txt
Example 21.3 DeviceB.txt
Example 21.4 DeviceB.txt
Example 21.5 DeviceB.txt
Exercise 19.2 DeviceC.txt
References not in Meeker and Escobar
Doganaksoy N., Hahn, G. J., and Meeker, W. Q. (2000), Product life analysis: a case study, Quality Progress, June 2000.
Doganaksoy, N., and Nelson, W. (1998)
Pascual, F.G. and Meeker, W.Q. (1999), Estimating Fatigue Curves with the Random Fatigue-Limit Model (with discussion). Technometrics, 41, 277-302.
Roberto, Picciotto (1970) Tensile Fatigue Characteristics of a Sized Polyester/Viscose Yarn and Their Effect on Weaving Performance. A thesis submitted to the Graduate Faculty of North Carolina State University at Raleigh in partial fulfillment of the requirements for the Degree of Master of Science. Department of Textile Technology.
Shen, C. L. (1994), Statistical Analysis of Fatigue Data, unpublished Ph.D. dissertation, University of Arizona, Department of Aerospace and Mechanical Engineering.
Shimokawa, T., and Hamaguchi, Y. (1987), ``Statistical Evaluation of Fatigue Life and Fatigue Strength in Circular-Holed Notched Specimens of a Carbon Eight-Harness-Satin/Epoxy Laminate,'' Statistical Research on Fatigue and Fracture (Current Japanese Materials Research, Vol. 2)}, eds. T. Tanaka, S. Nishijima, and M. Ichikawa, London: Elsevier, pp. 159-176.
Castillo, E. and Hadi, Ali S., (1995) Modeling lifetime data with application to fatigue models, Journal of the American Statistical Association, 90, 1041-1054
Olwell, D. H. and Sorell, A. A. (2001), Proceedings of the 2001 Annual Reliability and Maintainability Symposium.