**comment This is file dpworksh.tex--
**comment Slides for Ford Dataplot Workshop
**comment Tuesday-Wednesday, Jan. 21-22, 1992
**comment pp spectral.tex 6 47 2
 
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Industry Training
 
 
 
 
 
 
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Dataplot
Engineering Workshop
 
 
 
 
 
 
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James J. Filliben
 
 
8:00-4:30, Tuesday & Wednesday, January 21-22, 1992
Ford Training Center
Dearborn, Michigan
 
 
 
 
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Abstract
 
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Dataplot is a command-driven, integrated software system with
powerful capabilities in statistics, mathematics and graphics.
The purpose of this workshop is to solve typical
engineering/science problems by making use of and taking
advantage of the wide range of Dataplot capabilities.
 
 
 
 
 
 
 
(pp dpworksh.tex 6 47 2)
 
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Engineering
Problems/Questions
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      Filter Transmittance (Mavro)
      Beam Deflections (Lu)
      Thunderstorm Wind Velocities (Simiu)
      G (Luther)
      Density of 2-Admissible Numbers (Haber)
      Sunspot Numbers (Wolf)
 
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Output (Carry Away)
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   1. Pigeonholing Problems
   2. Defining Solutions
   3. Enumerating Tools
            Intercomparison Between Tools
            Appropriate
            Detail Within a Tool
            Definition
            Assumptions
            Dataplot Commands
            Interpretation
   4. Translating Conclusions
   5. Application to Real Problems
 
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Pigeonholing
Engineering Problems
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Pigeonholing
Engineering Problems
(Continued)
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Univariate
Time Series
Regression
Multi-Factor/ANOVA
Multivariate/Multresponse
Control Charts
Pareto Analysis
Reliability
Error Bar Plotting
3D Plotting & Contouring
 
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1.1 Univariate
Problems
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1.2 Univariate
Data Sets
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LEW.DAT       Steel-concrete beam def (Univarite; Time Ser.)
SOULEN0.DAT   Josephson junc cryoth. (Univariate; Time Ser.)
SOULEN.DAT    Josephson junc cryoth. (Univariate; Time Ser.)
MARSHAK.DAT   Nuclear Thermometry    (Univariate; Dist. Anal.)
SIMIU.DAT     Thunderstorm wind vel (Univariate; Time Ser.)
KEYWEST.DAT   Key West max wind speed (Univariate; Dist. Anal.)
WASHDC.DAT    Wash D.C. max wind speed (Univariate; Dist. Anal.)
MAVRO.DAT     Filter transmittance (Univariate; Time Series)
GEAR.DAT      Gear diameters (Univariate; Control Charts)
CLEAR.DAT     Component clearance (Univar.; Dist. Anal.; CC)
MICHELSO.DAT  Speed of Light (Univariate; 1-Way Anova, Reg)
 
RANDN.DAT     Normal random numb (Univariate; Time Series)
RANDU.DAT     Uniform random numb (Univariate; Time Series)
LOTTERY3.DAT  Md. "Pick 3" Lottery (Univ; TS; 1-Way ANOVA; CC)
LOTTERY4.DAT  Md. "Pick 4" Lottery (Univ; TS; 1-Way ANOVA; CC)
 
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2.1 Time Series
Problems
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2.2 Time Series
Data Sets (General)
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LEW.DAT       Steel-concrete beam def (Univarite; Time Ser.)
BAKER.DAT     Force calibration (Time Series)
NBSPOW1.DAT   Power distrubance #1 at NBS (Time Series)
NBSPOW2.DAT   Power distrubance #2 at NBS (Time Series)
NBSPOW3.DAT   Power distrubance #3 at NBS (Time Series)
DZIUBA1.DAT   Standard resistor (Time Series, Smoothing)
HABER1.DAT    Dens of 2-admiss numb (Regression; Time Ser.)
HAYES1.DAT    Fire research smoke obscuration (Time Series)
LUTHER.DAT    Torsion pendulum exp. for G (Time Series)
MAVRO.DAT     Filter transmittance (Univariate; Time Series)
SIMIU.DAT     Thunderstorm wind vel (Univariate; Time Ser.)
SOULEN0.DAT   Josephson junc cryoth. (Univariate; Time Ser.)
SOULEN.DAT    Josephson junc cryoth. (Univariate; Time Ser.)
SUNSPOT.DAT   Monthly sunspot (Time Series)
SUNSPOT2.DAT  Yearly sunspot (Time Series)
 
RANDN.DAT     Normal random numb (Univariate; Time Series)
RANDU.DAT     Uniform random numb (Univariate; Time Series)
LOTTERY3.DAT  Md. "Pick 3" Lottery (Univ; TS; 1-Way ANOVA; CC)
LOTTERY4.DAT  Md. "Pick 4" Lottery (Univ; TS; 1-Way ANOVA; CC)
RANDWALK.DAT  Random walk (Time Series)
FLICKER.DAT   Flicker noise (Time Series)
CONSUMPR.DAT  Consumer price index (by year )(Time Ser.)
GNP.DAT       Gross Nat. Prod. (Multivariate; Time Series)
OIL.DAT       Oil depth analysis (Time Series)
 
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2.3 Time Series
Data Sets (NOAA)
(NOAA)
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ASF11.DAT     Amer Samoa mon fre-11 (1977-86) (Time Ser.)
ASF12.DAT     Amer Samoa mon fre-12 (1977-86) (Time Ser.)
ASN2O.DAT     Amer Samoa mon N2O (1977-86) (Time Series)
ASCO2.DAT     Amer Samoa mon CO2 (1973-86) (Time Series)
MLF11.DAT     Mauna Loa mon freon-11 (1977-86) (Time Ser.)
MLF12.DAT     Mauna Loa mon freon-12 (1977-86) (Time Ser.)
MLN2O.DAT     Mauna Loa monthly N2O (1977-86) (Time Series)
MLCO2.DAT     Mauna Loa monthly CO2 (1958-87) (Time Series)
NWF11.DAT     Niwot Ridge mon freon-11 (1977-86) (Time Ser.)
NWF12.DAT     Niwot Ridge mon freon-12 (1977-86) (Time Ser.)
NWN2O.DAT     Niwot Ridge mon N2O (1977-86) (Time Series)
PBF11.DAT     Pt. Barrow mon freon-11 (1977-86) (Time Ser.)
PBF12.DAT     Pt. Barrow mon freon-12 (1977-86) (Time Ser.)
PBN2O.DAT     Pt. Barrow mon N2O (1977-86) (Time Series)
PBCO2.DAT     Pt. Barrow monthly CO2 (1973-86) (Time Series)
SPF11.DAT     S. Pole monthly freon-11 (1977-86) (Time Ser.)
SPF12.DAT     S. Pole monthly freon-12 (1977-86) (Time Ser.)
SPN2O.DAT     South Pole monthly N2O (1977-86) (Time Ser.)
SPCO2.DAT     South Pole monthly CO2 (1973-86) (Time Ser.)
ELNINO.DAT    El Nino/Southern Oscillation (Time Series)
MLCO2MON.DAT  Mauna Loa monthly co2 (1974-86) (Time Series)
 
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3.1 Regression
Problems
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3.2 Regression
Data Sets
(1 Variable & Polynomial)
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WAMPLER1.DAT  Polynomial fitting test data (Regression)
BERGER1.DAT   Alaska Pipeline radiographic cal (Lin Reg.)
SPIEGEL.DAT   Nuclear tank calibration (Lin Regression)
PONTIUS.DAT   Load cell calibration (Quad Regression)
BOXSPRAY.DAT  Age eff on spray dispersion (Linear Regression)
BOXWELD.DAT   Velocity eff on weld strength (Linear Reg)
BOXRATS.DAT   Supplement amt eff on growth rate (Quad Reg)
MICHELSO.DAT  Speed of Light (Univariate; 1-Way Anova, Reg)
 
FREQPRIM.DAT  Frequency of prime numbers (Regression)
PRIMESM.DAT   Mersenne prime numbers (Regression)
 
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3.3 Regression
Data Sets
(1 Variable & Non-Linear)
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CHWIRUT1.DAT  Ultrasonic reference block calib (Non-Lin Reg)
CHWIRUT2.DAT  Ultrasonic reference block calib (Non-Lin Reg)
ECKERLE4.DAT  Circular interference transmit. (Non-Lin Reg)
HAHN1.DAT     Thermal expansion of copper (Non-Lin Reg)
KIRBY2.DAT    Electron microsc line width stan (Non-Lin Reg)
LEW3.DAT      Concrete tensile strength (Non-Lin Reg)
MISRA1.DAT    Dental res. monomolec. adsorbtion (Non-Lin Reg)
ROSZMAN1.DAT  Quantum defects for sulfur 1 atom (Non-Lin Reg)
THURBER.DAT   Semiconductor mobility modelling (Non-Lin Reg)
BOXBOD.DAT    Incub time eff on bio ox demand (Non-lin Reg)
NELSON.DAT    Insulation acc. testing (Regression-Arrhenius Eq.)
 
HABER1.DAT    Dens of 2-admiss numb (Regression; Time Ser.)
SWANSON1.DAT  Ozone spectroscopy (Spline Regression)
 
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3.4 Regression
Data Sets
(Multi-Variable)
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WAMPLER2.DAT  Multilinear fitting test data (Regression)
LONGLEY.DAT   Labor statistics fitting test data (Regression)
BOXCHEM2.DAT  Mono/Dimer conc eff on chem impurity (Bi-Lin Reg)
BOXCLEAN.DAT  C/c/c/t eff on cl stab (2**(4-1) & RS Des & Reg)
BOXYIELD.DAT  Time/Temp eff on Yield (Resp Surf Des of Exp)
BOXYIEL2.DAT  Time/Temp eff on Yield (Resp Surf Des of Exp)
NELSON.DAT    Accelerated testing of insul. (Non-linear Reg.)
 
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4.1 Multi-Factor/ANOVA
Problems
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4.2 Multi-Factor/ANOVA
Data Sets
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DRAFT69B.DAT  1969 Draft Lottery data rankings (1-factor ANOVA)
LOTTERY3.DAT  Md. "Pick 3" Lottery (Univ; TS; 1-Way ANOVA; CC)
LOTTERY4.DAT  Md. "Pick 4" Lottery (Univ; TS; 1-Way ANOVA; CC)
USADEFIC.DAT  USA nat. def. (1980 to 1988) (1-factor ANOVA)
PENTAGON.DAT  Pentagon expenditures by year (1-factor ANOVA)
MICHELSO.DAT  Speed of Light (Univariate; 1-Way Anova, Reg)
 
WRIGHT11.DAT  Wright broth. orig flight data (2-way ANOVA)
CLARK0.DAT    Electrical connectors (2-Way ANOVA)
PERIODIC.DAT  Chemistry periodic table (Multivar, BoxPl, Pareto)
 
MANDEL.DAT    Specific Volume of rubber (3-way ANOVA)
HAMAKER.DAT   Drill speed (3-way ANOVA)
 
AUTO83.DAT    EPA auto miles per gallon (Multifactor, Multivar.)
 
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5.1 Multivariate/Multiresponse
Problems
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5.2 Multivariate/Multiresponse
Data Sets
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AUTO83B.DAT   EPA auto miles per gallon (t Test, Multivariate)
UGIANSKY.DAT  Interlab stress corr. (Youden plot; Multivar.)
 
AUTO83.DAT    EPA auto miles per gallon (Multifactor, Multivar.)
AUTO79.DAT    Auto charact. (1979) (Multivar, Multi-factor)
BIOMED3.DAT   Biomedical (Multivariate)
GNP.DAT       Gross Nat. Prod. (Multivariate; Time Series)
AC.DAT        Factors aff A/C perf. (2**(6-4) Des of Exp & MV)
KRASNY1.DAT   Cigarette flamm. (Multivariate & 2**5 Des of Exp)
SMALL14.DAT   Atomic modelling (Multivariate)
 
IRIS.DAT      And./Fisher taxonomy iris data (Multivariate)
PLANETS.DAT   Solar system planet statistics (Multivariate)
CURRIE.DAT    Pollution source analysis (Multivariate)
FLURY.DAT     Forged Swiss bank notes (Multivariate)
PERIODIC.DAT  Chemistry periodic table(2-Way ANOVA, Multivar)
 
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6.1 Control Chart
Problems
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6.2 Control Chart
Data Sets
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CCXBAR.DAT    Shaft Diameters (Control Charts)
CCP.DAT       Defective Motors (Control Charts)
CCPN.DAT      Defective Mirrors (Control Charts)
CCU.DAT       Cracks in Plastic Wire (Control Charts)
CCC.DAT       Surface Defects (Control Charts)
GEAR.DAT      Gear diameters (Univariate; Control Charts)
CLEAR.DAT     Component clearance (Univar.; Dist. Anal.; CC)
DRAFT69B.DAT  1969 Draft Lottery data rankings (1-factor ANOVA)
MICHELSO.DAT  Speed of Light (Univariate; 1-Way Anova, Reg)
LOTTERY3.DAT  Md. "Pick 3" Lottery (Univ; TS; 1-Way ANOVA; CC)
LOTTERY4.DAT  Md. "Pick 4" Lottery (Univ; TS; 1-Way ANOVA; CC)
 
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7.1 Pareto Analysis
Problems
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7.2 Pareto Analysis
Data Sets
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GASTAX86.DAT  Gasoline tax (by state) (Pareto Analysis)
MURDER86.DAT  1986 murder rates (by state) (Pareto Analysis)
NBSSOFTW.DAT  Software used at NBS (Pareto Analysis)
NBSACTIV.DAT  Statist comp activ at NBS (Pareto Analysis)
TRAFFIC.DAT   Auto traffic fatal. by state (Pareto Analysis)
PERIODIC.DAT  Chemistry periodic table (Multivar, BoxPl, Pareto)
 
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8.1 Reliability Analysis
Problems
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8.2 Reliability Analysis
Data Sets
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ABERNE17.DAT  Compressor rivet failure (Reliability; Dist Anal)
HAHN.DAT      Locomotive controls failure (Reliability)
 
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9.1 Error Bar Plotting
Problems
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9.2 Error Bar Plotting
Data Sets
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GARBOCZI.DAT  Building Mat. Percolation (Error Bar Plot)
 
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10.1 3-D Plotting/Contouring
Problems
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10.2 3-D Plotting/Contouring
Data Sets
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EHRSTEIN.DAT  Resistivity of semicond. wafers (3D Plotting)
BENNETT.DAT   Fracture surface roughness (3D Plot)
BRAIN.DAT     Brain wave analysis (3D Plot)
CUBE.DAT      Vertices of a cube (3-D)
 
