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1.
Exploratory Data Analysis
1.4. EDA Case Studies
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Anscombe, Francis (1973), Graphs in Statistical Analysis, The American Statistician, pp. 195-199. |
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Anscombe, Francis and Tukey, J. W. (1963), The Examination and Analysis of Residuals, Technometrics, pp. 141-160. |
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Bloomfield, Peter (1976), Fourier Analysis of Time Series, John Wiley. |
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Box, G. E. P. and Cox, D. R., (1964), An Analysis of Transformations, Journal of the Royal Statistical Society, B-26, 211-243, discussion 244-252. |
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Box, Hunter, and Hunter, (1978), Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building, John Wiley and Sons. |
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Box and Jenkins, (1976), Time Series Analysis: Forecasting and Control, Holden-Day. |
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Bradley, (1968). Distribution Free Statistical Tests, Chapter 12. |
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Chakravart, Laha, and Roy, (1967). Handbook of Methods of Applied Statistics, Volume I, John Wiley, pp. 392-394. |
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Chambers, John, William Cleveland, Beat Kleiner, and Paul Tukey, (1983), Graphical Methods for Data Analysis, Wadsworth. |
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Cleveland, William (1985), Elements of Graphing Data, Wadsworth. |
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Cleveland, William and Marylyn McGill, Editors (1988), Dynamic Graphics, Wadsworth. |
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Draper and Smith, (1981). Applied Regression Analysis, 2nd ed., John Wiley. |
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du Toit, Steyn, and Stumpf (1986), Graphical Exploratory Data Analysis, Springer-Verlang. |
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Evans, Hastings, and Peacock (1993), Statistical Distributions: Second Edition, John-Wiley and Sons. |
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Everitt, Brian (1978), Multivariate Techniques for Multivariate Data, North-Holland. |
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Efron and Gong (February 1983), A Leisurely Look at the Bootstrap, the Jacknife, and Cross-Validation, The American Statistician. |
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Filliben, J. J. (February 1975), The Probability Plot Correlation Coefficient Test for Normality , Technometrics, pp. 111-117. |
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Gill, Lisa (April 1997), Summary Analysis: High Performance Ceramics Experiment to Characterize the Effect of Grinding Parameters on Sintered Reaction Bonded Silicon Nitride, Reaction Bonded Silicon Nitride, and Sintered Silicon Nitride , presented at the NIST - Ceramic Machining Consortium, 10th Program Review Meeting, April 10, 1997. |
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Granger and Hatanaka (1964). Spectral Analysis of Time Series. Princeton University Press. |
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Harris, Robert L. (1996), Information Graphics, Management Graphics. |
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Jenkins and Watts, (1968), Spectral Analysis and Its Applications, Holden-Day. |
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Johnson, Kotz, and Balakrishnan, (1994), Continuous Univariate Distributions, Volumes I and II: Second Edition, John Wiley and Sons. |
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Johnson, Kotz, and Kemp, (1992), Univariate Discrete Distributions: Second Edition, John Wiley and Sons. |
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Kuo, Way and Pierson, Marcia Martens, Eds. (1993), Quality Through Engineering Design", specifically, the article Filliben, Cetinkunt, Yu, and Dommenz (1993), Exploratory Data Analysis Techniques as Applied to a High-Precision Turning Machine, Elsevier, New York, pp. 199-223. |
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Levene, H. (1960). In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling, I. Olkin et. al. eds., Stanford University Press, pp. 278-292. |
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McNeil, Donald (1977), Interactive Data Analysis, John Wiley. |
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Mosteller, Frederick and Tukey, John (1977), Data Analysis and Regression, Addison-Wesley. |
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Nelson, Wayne (1982), Applied Life Data Analysis, Addison-Wesley. |
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Neter, Wasserman, and Kunter (1990). Applied Linear Statistical Models, 3rd ed., Irwin. |
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Nelson, Wayne and Doganaksoy, Necip (1992), A Computer Program POWNOR for Fitting the Power-Normal and -Lognormal Models to Life or Strength Data from Specimens of Various Sizes, NISTIR 4760, U.S. Department of Commerce, National Institute of Standards and Technology. |
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The RAND Corporation (1955), A Million Random Digits with 100,000 Normal Deviates, Free Press. |
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Scott, David (1982), Multivariate Density Estimation: Theory, Practice, and Visualization , John Wiley and Sons. |
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Snedecor, George W. and Cochran, William G. (1989), Statitical Methods, Eighth Edition, Iowa State University Press. |
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Stephens, M. A. (1974). EDF Statistics for Goodness of Fit and Some Comparisons, Journal of the American Statistical Association, Vol. 69, pp. 730-737. |
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Stephens, M. A. (1976). Asymptotic Results for Goodness-of-Fit Statistics with Unknown Parameters, Annals of Statistics, Vol. 4, pp. 357-369. |
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Stephens, M. A. (1977). Goodness of Fit for the Extreme Value Distribution, Biometrika, Vol. 64, pp. 583-588. |
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Stephens, M. A. (1977). Goodness of Fit with Special Reference to Tests for Exponentiality , Technical Report No. 262, Department of Statistics, Stanford University, Stanford, CA. |
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Stephens, M. A. (1979). Tests of Fit for the Logistic Distribution Based on the Empirical Distribution Function, Biometrika, Vol. 66, pp. 591-595. |
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Tukey, John (1977), Exploratory Data Analysis, Addison-Wesley. |
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Tufte, Edward (1983), The Visual Display of Quantitative Information, Graphics Press. |
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Velleman, Paul and Hoaglin, David (1981), Applications, Basics, and Computing of Exploratory Data Analysis, Duxbury. |
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