Six Sigma and Beyond: Statistics and Probability, Volume III

Albright, S.C., Winston, W.L., Zappe, C.J., and Kolesar, P., Managerial Statistics , Duxbury, Pacific Grove, CA, 2000 .

Archetti, F. and Shoen, F., A survey on the global optimization problem: general theory and computational approaches, Annals of Operation Research , 1, 87 “110, 1984 .

Barnett, V., Comparative Statistical Inference , 3 ^rd ed., Jossey-Bass, San Francisco, 2001 .

Bather, J., Decision Theory: An Introduction to Dynamic Programming and Sequential Decisions , Jossey-Bass, San Francisco, 2001 .

Bernardo, J.M., Bayesian Theory , Jossey-Bass, San Francisco, 2001 .

Billingsley, P., Probability and Measure , Jossey-Bass, San Francisco, 2001 .

Bloomfield, P., Fourier Analysis of Time Series , Jossey-Bass, San Francisco, 2001 .

Chan, Saltelli and Scott, E.M., Sensitivity Analysis , Jossey-Bass, San Francisco, 2001 .

Chao, X., Miyazawa, M., and Pinedo, M., Queueing Networks: Customers, Signals and Product Form Solutions , Jossey-Bass, San Francisco, 2001 .

Chatterjee, S., Hadi, A.S., and Price, B, Regression Analysis by Example , Jossey-Bass, San Francisco, 2001 .

Cohen, J. and Cohen, P., Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences , Lawrence Erlbaum Associates, Hillsdale, NJ, 1983 .

Cooper, R.B., Introduction to Queuing Theory , McMillan, New York, 1972 .

Evans, M., Hastings, N., and Peacock, B., Statistical Distributions , 3 ^rd ed., Jossey-Bass, San Francisco, 2001 .

Finney, D.J., Standard errors of yields adjusted for regression on an independent measurement, Biometrics Bulletin , 2, 53 “55, 1946 .

Finney, J.M., Indirect effects in path analysis, Sociological Methods and Research , 1, 175 “186, 1972 .

Firebaugh, G., A rule for inferring individual-level relationships from aggregate data, American Sociological Review , 43, 557 “572, 1978 .

Firebaugh, G., Assessing group effects: A comparison of two methods, Sociological Methods and Research , 7, 384 “395, 1979 .

Fisher, F.M., The Identification Problem in Econometrics , McGraw-Hill, New York, 1966 .

Fisher, R.A., The use of multiple measurements in taxonomic problems, Annals of Eugenics , 7, 179 “198, 1936 .

Fisher, R.A., Statistical Methods for Research Workers , 13 ^th ed., Hafner, New York, 1958 .

Fisher, R.A. and Yates, F., Statistical Tables for Biological, Agricultural and Medical Research , 6 ^th ed., Hafner, New York, 1963 .

Fletcher, R., Practical Methods of Optimization , 2 ^nd ed., Jossey-Bass, San Francisco, 2001 .

Forbes, D. and Tufte, E.R., A note of caution in causal modeling, American Political Science Review , 62, 1258 “1264, 1968 .

Fox, J., Effect analysis in structural equation models, Sociological Methods and Research , 9, 3 “28, 1980 .

Fox, K.A., Intermediate Economic Statistics , John Wiley & Sons, New York, 1968 .

Freedman, J.L., Involvement, discrepancy, and change, Journal of Abnormal and Social Psychology , 69, 290 “295, 1964 .

Freund, R.J. and Little, R.C., SAS System for Regression , 3 ^rd ed., Jossey-Bass, San Francisco, 2001 .

Gaito, J., Repeated measurements designs and counterbalancing, Psychological Bulletin , 58, 46 “54, 1961 .

Games, P.A., Multiple comparisons of means, American Educational Research Journal , 8, 531 “565, 1971 .

Games, P.A., Limitations of analysis of covariance on intact group quasi-experimental designs, Journal of Experimental Education , 44, 51 “54, 1976 .

Gnanadesikan, R., Methods for Statistical Data Analysis of Multivariate Observations , John Wiley & Sons, New York, 1977 .

Gocka, E.F., Stepwise regression for mixed mode predictor variables , Educational and Psychological Measurement , 33, 319 “325, 1973 .

Goldberger, A.S., Econometric Theory , John Wiley & Sons, New York, 1964 .

Goldberger, A.S., On Boudon's method of linear causal analysis, American Sociological Review , 35, 97 “101, 1970 .

Goldberger, A.S. and Duncan, O.D., Eds., Structural Equation Models in the Social Sciences , Seminar Press, New York, 1973 .

Gordon, R.A., Issues in multiple regression, American Journal of Sociology , 73, 592 “616, 1968 .

Gorsuch, R.L., Factor Analysis , W.B. Saunders, Philadelphia, 1974 .

Graybill, F.A., An Introduction to Linear Statistical Models , Vol. 3, McGraw-Hill, New York, 1961 .

Green, P.E., Mathematical Tools for Applied Multivariate Analysis , Academic Press, New York, 1976 .

Green, P.E., Analyzing Multivariate Data , Dryden Press, Hinsdale, IL, 1978 .

Green, P.E., Halbert, M.H., and Robinson, P.J., Canonical analysis: an exposition and illustrative application, Journal of Marketing Research , 3, 32 “39, 1966 .

Greene, V.L., An algorithm for total and indirect causal effects, Political Methodology , 4, 369 “381, 1977 .

Greenhouse, S.W. and Geisser, S., On methods in the analysis of profile data, Psychometrika , 24, 95 “112, 1959 .

Greenwald, A.G., Within-subjects designs: to use or not to use? Psychological Bulletin , 83, 314 “320, 1976 .

Gross, D. and Harris, C.M., Fundamentals of Queueing Theory , 3 ^rd ed., Jossey-Bass, San Francisco, 2001 .

Guilford, J.P., Psychometric Methods , 2 ^nd ed., McGraw-Hill, New York, 1954 .

Guilford, J.P. and Fruchter, B., Fundamental Statistics in Psychology and Education , 5 ^th ed., McGraw-Hill, New York, 1978 .

Gunst, R.F. and Mason, R.L., Advantages of examining multicollinearities in regression analysis, Biometrics , 33, 249 “260, 1977 .

Hoaglin, D.C., Mosteller, F., and Tukey, J.W., Eds., Understanding Robust and Exploratory Data Analysis , Jossey-Bass, San Francisco, 2001 .

Hocking, R.R., Misspecification in regression, American Statistician , 28, 39 “40, 1974 .

Hocking, R.R., The analysis and selection of variables in linear regression, Biometrics , 32, 1 “49, 1976 .

Hodges, S.D. and Moore, P.G., Data uncertainties and least squares regression, Applied Statistics , 21, 185 “195, 1972 .

Hohn, F.E., Elementary Matrix Algebra , 2 ^nd ed., MacMillan, New York, 1964 .

Hollandar, M. and Wolfe, D.A., Nonparametric Statistical Methods , 2 ^nd ed., Jossey-Bass, San Francisco, 2001 .

Holzinger, K.J. and Freeman, F.N., The interpretation of Burt's regression equation, Journal of Educational Psychology , 16, 577 “582, 1925 .

Hooker, J., Logic-Based Methods for Optimization: Combining Optimization and Constraint Satisfaction , Jossey-Bass, San Francisco, 2001 .

Hovel, A.E. and Kennard, R.W., Ridge regression: applications to nonorthogonal problems, Technometrics , 12, 69 “82, 1970 .

Horel, A.E. and Kennard, R.W., Ridge regression: biased estimation for nonorthogonal problems, Technometrics , 12, 55 “67, 1970 .

Hornbeck, F.W., Factorial analyses of variance with appended control groups, Behavioral Science , 18, 213 “220, 1973 .

Horst, P., Matrix Algebra for Social Scientists , Holt, Rinehart & Winston, New York, 1963 .

Horst, P., Psychological Measurement and Prediction , Wadsworth, Belmont, CA, 1966 .

Hottelling, H., Relations between two sets of variates, Biometrika , 28, 321 “377, 1936 .

Howe, H., Education research: the promise and the problem, Educational Researcher , 5 (6), 2 “7, 1976 .

Huba, G.J., Wingard, J.A., and Bentler, P.M., A comparison of two latent variable causal models for adolescent drug use, Journal of Personality and Social Psychology , 40, 180 “193, 1981 .

Huberty, C.J., Multivariate indices of strength of association, Multivariate Behavioral Research , 7, 523 “526, 1972 .

Huberty, C.J., Discriminant analysis, Review of Educational Research , 45, 543 “598, 1975 .

Huberty, C.J., The stability of three indices of relative variable contribution in discriminant analysis, Journal of Experimental Education , 44, 59 “64, 1975 .

Huitema, B.E., The Analysis of Covariance and Alternatives , John Wiley and Sons, New York, 1980 .

Hull, C.H. and Nie, N.H., SPSS Update , McGraw-Hill, New York, 1979 .

Hummel, T.J. and Sligo, J.R., Empirical comparison of univariate and multivariate analysis of variance procedures, Psychological Bulletin , 76, 49 “57, 1971 .

Humphreys, L.G., Doing research the hard way: substituting analysis of variance for a problem in correlational analysis, Journal of Educational Psychology , 70, 873 “876, 1978 .

Humphreys, L.G. and Fleishman, A., Pseudo-orthogonal and other analysis of variance designs involving individual-differences variables, Journal of Educational Psychology , 66, 464 “472, 1974 .

Huynh, H. and Feldt, L.S., Conditions under which mean square ratios in repeated measurements designs have exact F-distributions, Journal of the American Statistical Association , 65, 1582 “1589, 1970 .

Huynh, H. and Feldt, L.S., Estimation of the Box correction for degrees of freedom from sample data in randomized blocks and split-plot designs, Journal of Educational Statistics , 1, 69 “82, 1976 .

Johnston, J., Econometric Methods , 2 ^nd ed., McGraw-Hill, New York, 1972 .

Kemeny, J.G., Snell, J.L., and Thompson, G.L., Introduction to Finite Mathematics , 2 ^nd ed., Prentice Hall, Englewood Cliffs, NJ, 1966 .

Kenny, D.A., Correlation and Causality , John Wiley & Sons, New York, 1979 .

Kerlinger, F.N., Foundations of Behavioral Research , 2 ^nd ed., Holt, Rinehart & Winston, New York, 1973 .

Khattree, R. and Naik, D., Multivariate Data Reduction and Discrimination with SAS Software , Jossey-Bass, San Francisco, 2001 .

Kim, J.O. and Mueller, C.W, Standardized and unstandardized coefficients in causal analysis, Sociological Methods and Research , 4, 423 “438, 1976 .

Kirk, R.E., Experimental Design: Procedures for the Behavioral Sciences , Brooks/Cole, Belmont, CA, 1968 .

Klecka, W.R., Discriminant Analysis , Sage, Beverly Hills, CA, 1980 .

Kmenta, J., Elements of Econometrics , MacMillan, New York, 1971 .

Krus, D.J., Reynolds, T.J., and Krus, P.H., Rotation in canonical variate analysis, Educational and Psychological Measurement , 36, 725 “730, 1976 .

Kumer, T.K., Multicollinearity in regression analysis, Review of Economics and Statistics , 57, 365 “366, 1975 .

Lana, R.E. and Lubin, A., The effect of correlation on the repeated measures design, Educational and Psychological Measurement , 23, 729 “739, 1963 .

Larsen, W.A. and McCleary, S.J., The use of partial residual plots in regression analysis, Technometrics , 14, 781 “790, 1972 .

Lerner, D., Ed., Cause and Effect , Free Press, New York, 1965 .

Levine, M.S., Canonical Analysis and Factor Comparison , Sage, Beverly Hills, CA, 1977 .

Li, C.C., Introduction to Experimental Statistics , McGraw-Hill, New York, 1964 .

Li, C.C., Path Analysis: A Primer , Boxwood Press, Pacific Grove, CA, 1975 .

Li, J.C.R., Statistical Inference , Edwards Brothers, Ann Arbor, MI, 1964 .

Lindeman, R.H., Merenda, P.F., and Gold, R.Z., Introduction to Bivariate and Multivariate Analysis , Scott Foresman, Glenview, IL, 1980 .

Linn, R.L., Fair test use in selection, Review of Educational Research , 43, 139 “161, 1973 .

Linn, R.L. and Werts, C.E., Errors of inference due to errors of measurement, Educational and Psychological Measurement , 33, 531 “543, 1973 .

Long, J.S., Estimation and hypothesis testing in linear models containing measurement error, Sociological Methods and Research , 5, 157 “206, 1976 .

Lord, F.M., Significance test for a partial correlation corrected for attenuation, Educational and Psychological Measurement , 34, 211 “220, 1974 .

MacDonald, K.I., Interpretation of residual paths and decomposition of variance, Sociological Methods and Research , 7, 289 “304, 1979 .

McLaclan, G. and Peel, D., Finite Mixture Models , Jossey-Bass, San Francisco, 2001 .

Miller, R., Optimization: Foundations and Applications , Jossey-Bass, San Francisco, 2001 .

Montgomery, D., Peck, E.A., and Vining, G., Introduction to Linear Regression Analysis , 3 ^rd ed., Jossey-Bass, San Francisco, 2001 .

Morrison, D.E. and Henkel, R.E., Eds., The Significance Test Controversy: A Reader , Aldine, Chicago, 1970 .

Morrison, D.F., Multivariate Statistical Methods , 2 ^nd ed., McGraw-Hill, New York, 1976 .

Mulaik, S.A., The Foundations of Factor Analysis , McGraw-Hill, New York, 1972 .

Myers, J.L., Fundamentals of Experimental Design , 3 ^rd ed., Allyn & Bacon, Boston, 1979 .

Myers, R.H. and Montomery, D.C., Response Surface Methodology: Process and Product Optimization Using Designed Experiments , Jossey-Bass, San Francisco, 2001 .

Namboodiri, N.K., Ed., Survey Sampling and Measurement , Academic Press, New York, 1978 .

Namboodiri, N.K., Carter, L.F., and Blalock, H.M., Applied Multivariate Analysis and Experimental Designs , McGraw-Hill, New York, 1975 .

Noble, B. and Daniel, J.W., Applied Linear Algebra , 2 ^nd ed., Prentice Hall, Englewood Cliffs, NJ, 1977 .

Olson, C.L., On choosing a test statistic in multivariate analysis of variance, Psychological Bulletin , 83, 579 “586, 1976 .

Overall, J.E. and Klett, C.J., Applied Multivariate Analysis , McGraw-Hill, New York, 1972 .

Overall, J. E., Spiegel, D.K., and Cohen, J., Equivalence of orthogonal and nonorthogonal analysis of variance, Psychological Bulletin , 82, 182 “186, 1975 .

Overall, J. E. and Woodward, J.A., Common misconceptions concerning the analysis of covariance, Multivariate Behavioral Research , 12, 171 “186, 1977 .

Pedhazur, E.J., Coding subjects in repeated measures designs, Psychological Bulletin , 84, 298 “305, 1977 .

Pillai, K.C. S., Statistical Tables for Tests of Multivariate Hypotheses , University of the Philippines, Manila, 1960 .

Pincus, M., A Monte Carlo method for the approximate solution of certain types of constraint optimization problems, Operations Research , 18, 1225 “1228, 1970 .

Poor, D.D.S., Analysis of variance for repeated measures designs: two approaches, Psychological Bulletin , 80, 204 “209, 1973 .

Press, S.J., Applied Multivariate Analysis , Holt, Rinehart & Winston, New York, 1972 .

Price, B., Ridge regression: application to nonexperimental data, Psychological Bulletin , 84, 759 “766, 1977 .

Raiffa, H. and Schlaifer, R., Applied Statistical Decision Theory , Jossey-Bass, San Francisco, 2001 .

Reichardt, C.S., The statistical analysis of data from nonequivalent group designs, in Quasi-experimentation , Cook, T.D. and Campbell, D.T., Eds., Rand McNally, Skokie, IL, 1979 .

Rockwell, R.C., Assessment of multicollinearity, Sociological Methods and Research , 3, 308 “320, 1975 .

Rogosa, D., Comparing nonparallel regression lines, Psychological Bulletin , 88, 307 “321, 1980 .

Rogosa, D., On the relationship between the Johnson-Neyman region of significance and statistical tests of parallel within-group regressions, Educational and Psychological Measurement , 41, 73 “84, 1981 .

Rohatgi, V.K. and Saleh, E., An Introduction to Probability and Statistics , 2 ^nd ed., Jossey-Bass, San Francisco, 2001 .

Rouanet, H. and Lepine, D., Comparison between treatments in a repeated-measures design: ANOVA and multivariate methods, British Journal of Mathematical and Statistical Psychology , 23, 147 “163, 1970 .

Roy, S.N., Some Aspects of Multivariate Analysis , John Wiley & Sons, New York, 1957 .

Rozeboom, W.W., The fallacy of the null-hypothesis significance test, Psychological Bulletin , 57, 416 “428, 1960 .

Rozeboom, W.W., Ridge regression: bonanza or beguilement? Psychological Bulletin , 86, 242 “249, 1979 .

Rubin, D.B., Estimating causal effects of treatments in randomized and nonrandomized studies, Journal of Educational Psychology , 66, 688 “701, 1974 .

Rubin, D.B., Assignment to treatment group on the basis of a covariate, Journal of Educational Statistics , 2, 1 “26, 1977 .

Rubinstein, R.Y, Simulation and the Monte Carlo Methods , John Wiley & Sons, New York, 1981 .

Rubinstein, R.Y., Monte Carlo Optimization, Simulation and Sensitivity of Queueing Networks , John Wiley & Sons, New York, 1986 .

Rulon, P.J. and Brooks, W.D., On statistical tests of group differences, in Handbook of Measurement and Assessment in Behavioral Sciences , Whitla, D.K., Ed., Addison-Wesley, Reading, MA, 1968 .

Rulon, P.J., Tiedeman, D.V., Tatsuoka, M.M., and Langmuir, C.R., Multivariate Statistics for Personnel Classification , John Wiley & Sons, New York, 1967 .

Ryan, T.A., Comments on orthogonal components , Psychological Bulletin , 56, 394 “396, 1959 .

Scheffe, H., The Analysis of Variance , John Wiley & Sons, New York, 1959 .

Scheffler, I., Explanation, prediction, and abstraction, British Journal for the Philosophy of Science , 7, 293 “309, 1957 .

Schimek, M.G., Ed., Smoothing and Regression: Approaches, Computation and Application , Jossey-Bass, San Francisco, 2001 .

Searle, S.R. and McCuloch, C.E., Generalized, Linear and Mixed Models , Jossey-Bass, San Francisco, 2001 .

Specht, D.A., On the evaluation of causal models, Social Science Research , 4, 113 “133, 1975 .

Specht, D.A. and Warren, R.D., Comparing causal models, in Sociological Methodology 1976 , Heise, D.R., Ed., Jossey-Bass, San Francisco, 1975 .

Stevens, J.P., Four methods of analyzing between variation for the k-group MANOVA problem, Multivariate Behavioral Research , 7, 499 “522, 1972 .

Stevens, J.P., Global measures of association in multivariate analysis of variance, Multivariate Behavioral Research , 7, 373 “378, 1972 .

Stimson, J.A., Carmines, E.G., and Zeller, R.A., Interpreting polynomial regression, Sociological Methods and Research , 6, 515 “524, 1978 .

Stolzenberg, R.M., The measurement and decomposition of causal effects in nonlinear and nonadditive models, in Sociological Methodology 1980 , Schuessler, K.F., Ed., Jossey-Bass, San Francisco, 1979 .

Sudman, S., Applied Sampling , Academic Press, New York, 1976 .

Sullivan, J.L. and Feldman, S., Multiple Indicators: An Introduction , Sage, Beverly Hills, CA, 1979 .

Tatsuoka, M.M., Discriminant Analysis , Institute for Personality and Ability Testing, Champaign, IL, 1970 .

Tatsuoka, M.M., Significance Tests: Univariate and Multivariate , Institute for Personality and Ability Testing, Champaign, IL, 1971 .

Tatsuoka, M.M., Classification Procedures: Profile Similarity , Institute for Personality and Ability Testing, Champaign, IL, 1974 .

Tatsuoka, M.M., Classification procedures, in Introductory Multivariate Analysis , Amick, D.J. and Walberg, H.J, Eds., McCutchan, Berkeley, CA, 1975 .

Tatsuoka, M.M., Discriminant analysis., in Data Analysis Strategies and Designs for Substance Abuse Research , Bentler, P.M., Lettieri, D.L, and Austin, G.A., Eds., U.S. Government Printing Office, Washington, DC, 1976 .

Taylor, C.L., Ed., Aggregate Data Analysis , Mouton, Paris , 1968 .

Thorndike, R.M., Correlational Procedures for Research , Gardner Press, New York, 1978 .

Thorndike, R.M. and Weiss, D.J., A study of the stability of canonical correlations and canonical components, Educational and Psychological Measurement , 33, 123 “134, 1973 .

Timm, N.H., Multivariate Analysis with Applications in Education and Psychology , Brooks/Cole, Monterey, CA, 1975 .

Tucker, R.K. and Chase, L.J., Canonical correlation, in Multivariate Techniques in Human Communication Research , Monge, P.R. and Cappella, J.N., Eds., Academic Press, New York, 1980 .

Tukey, J.W., Analyzing data: sanctification or detective work? American Psychologist , 24, 83 “91, 1969 .

Van Ryzin, J., Ed., Classification and Clustering , Academic Press, New York, 1977 .

Velicer, W.F., Suppressor variables and the semipartial correlation coefficient, Educational and Psvchological Measurement , 38, 953 “958, 1978 .

Walker, H.M. and Lev, J., Statistical Inference , Holt, Rinehart & Winston, New York, 1953 .

Warren, W.G., Correlation or regression: bias or precision, Applied Statistics , 20, 148 “164, 1971 .

Winer, B.J., Statistical Principles in Experimental Design , 2 ^nd ed., McGraw-Hill, New York, 1971 .

Wu, C.F. and Hamada, M., Experiments: Planning, Analysis, and Parameter Design Optimization , John Wiley & Sons, New York, 2000 .