STATISTICS

Statistics: General

* Brook, Richard J., et al., eds. The Fascination of Statistics New York, NY: Marcel Dekker, 1986.

Campbell, Stephen K. Flaws and Fallacies in Statistical Thinking Englewood Cliffs, NJ: Prentice Hall, 1973.

* DeGroot, Morris H.; Fienberg, Stephen E.; and Kadane, Joseph B., eds. Statistics and the Law New York, NY: John Wiley, 1986.

** Deming, W. Edwards. Out of The Crisis Cambridge, MA: MIT Press, 1986.

* Finkelstein, Michael O. and Levin, Bruce. Statistics for Lawyers New York, NY: Springer-Verlag, 1990.

Folks, J. Leroy. Ideas of Statistics New York, NY: John Wiley, 1981.

Hacking, Ian. Logic of Statistical Inference New York, NY: Cambridge University Press, 1976.

Hand, D.J. and Everitt, B.S., eds. The Statistical Consultant in Action New York, NY: Cambridge University Press, 1987.

Hogg, Robert V., ed. Studies in Statistics Washington, DC: Mathematical Association of America, 1978.

Hollander, Myles and Proschan, Frank. The Statistical Exorcist: Dispelling Statistics Anxiety New York, NY: Marcel Dekker, 1984.

Hooke, Robert. How to Tell the Liars from the Statisticians New York, NY: Marcel Dekker, 1983.

Huff, Darrell and Geis, I. How to Lie with Statistics New York, NY: W.W. Norton, 1954.

* Jaffe, A.J. and Spirer, Herbert F. Misused Statistics: Straight Talk for Twisted Numbers New York, NY: Marcel Dekker, 1987.

** Landwehr, James M. and Watkins, Ann E. Exploring Data Palo Alto, CA: Dale Seymour, 1986.

** Landwehr, James M.; Swift, Jim; and Watkins, Ann E. Exploring Surveys and Information From Samples Palo Alto, CA: Dale Seymour, 1987.

Moroney, M.J. Facts From Figures New York, NY: Penguin, 1957.

Phillips, John L., Jr. How to Think about Statistics New York, NY: W.H. Freeman, 1988.

*** Tanur, Judith M. and Mosteller, Frederick, eds. Statistics: A Guide to the Unknown, Belmont, CA: Wadsworth, 1989. Third Edition.

*** Tufte, Edward R. The Visual Display of Quantitative Information Cheshire, CT: Graphics Press, 1983.

** Tufte, Edward R. Envisioning Information Cheshire, CT: Graphics Press, 1990.

Wadsworth, Harrison M., ed. Handbook of Statistical Methods for Engineers and Scientists New York, NY: McGraw-Hill, 1990.

Statistics: Introductory Texts

Arney, William R. Understanding Statistics in the Social Sciences New York, NY: W.H. Freeman, 1990.

* Devore, Jay L. and Peck, Roxy. Statistics: The Exploration and Analysis of Data St.~Paul, MN: West, 1986.

*** Freedman, David, et al. Statistics, New York, NY: W.W. Norton, 1978, 1991. Second Edition.

Groenveld, Richard A. Introductory Statistical Methods Boston, MA: PWS-Kent, 1988.

Kachigan, Sam K. Statistical Analysis: An Interdisciplinary Introduction to Univariate and Multivariate Methods New York, NY: Radius Press, 1986.

** Koopmans, Lambert H. Introduction to Contemporary Statistical Methods, Boston, MA: PWS-Kent, 1987. Second Edition.

Mallios, William S. Statistical Modeling: Applications in Contemporary Issues Ames, IA: Iowa State University Press, 1989.

* McClave, James T. and Dietrich, Frank H. Statistics, San Francisco, CA: Dellen, 1982, 1991. Fifth Edition.

*** Moore, David S. Statistics: Concepts and Controversies, New York, NY: W.H. Freeman, 1979, 1991. Third Edition.

** Moore, David S. and McCabe, George P. Introduction to the Practice of Statistics New York, NY: W.H. Freeman, 1989.

Noether, Gottfried. Introduction to Statistics: A Fresh Approach New York, NY: Springer-Verlag, 1991.

* Peters, William S. Counting for Something: Statistical Principles and Personalities New York, NY: Springer-Verlag, 1986.

** Siegel, Andrew F. Statistics and Data Analysis: An Introduction New York, NY: John Wiley, 1988.

Statistics: Elementary

Blalock, Hubert M., Jr. Social Statistics, New York, NY: McGraw-Hill, 1972. Second Edition.

* Brown, Byron Wm., Jr. and Hollander, Myles. Statistics: A Biomedical Introduction New York, NY: John Wiley, 1977.

Chatfield, Christopher. Problem Solving: A Statistician's Guide New York, NY: Chapman and Hall, 1988.

Cox, C. Philip. A Handbook of Introductory Statistical Methods New York, NY: John Wiley, 1987.

Huck, Schuyler W. and Sandler, Howard M. Statistical Illusions: Problems New York, NY: Harper and Row, 1984.

* Larsen, Richard J. and Stroup, Donna F. Statistics in the Real World: A Book of Examples New York, NY: Macmillan, 1976.

* Moses, Lincoln E. Think and Explain with Statistics Reading, MA: Addison-Wesley, 1986.

Mosteller, Frederick and Rourke, Robert E.K. Sturdy Statistics: Nonparametrics and Order Statistics Reading, MA: Addison-Wesley, 1973.

Youden, W.J. Experimentation and Measurement Washington, DC: National Bureau of Standards, 1984.

* Youden, W.J. Risk, Choice, and Prediction: An Introduction to Experimentation Boston, MA: Duxbury Press, 1974.

Statistics: Intermediate

* Bickel, Peter J. and Doksum, Kjell A. Mathematical Statistics: Basic Ideas and Selected Topics Oakland, CA: Holden-Day, 1977.

*** Box, George E.P.; Hunter, William G.; and Hunter, J. Stuart. Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building New York, NY: John Wiley, 1978.

* Casella, George and Berger, Roger L. Statistical Inference Belmont, CA: Wadsworth, 1990.

Chernoff, Herman and Moses, Lincoln E. Elementary Decision Theory Mineola, NY: Dover, 1986.

Cox, D.R. and Snell, E. Joyce. Applied Statistics: Principles and Examples New York, NY: Chapman and Hall, 1981.

* DeGroot, Morris H. Probability and Statistics, Reading, MA: Addison-Wesley, 1975, 1986. Second Edition.

Devore, Jay L. Probability and Statistics for Engineering and the Sciences, Pacific Grove, CA: Brooks/Cole, 1982, 1991. Third Edition.

Hogg, Robert V. and Craig, Allen T. Introduction to Mathematical Statistics, New York, NY: Macmillan, 1958, 1978. Fourth Edition.

Hogg, Robert V. and Ledolter, Johannes. Engineering Statistics New York, NY: Macmillan, 1987.

** Hogg, Robert V. and Tanis, Elliot A. Probability and Statistical Inference, New York, NY: Macmillan, 1977, 1988. Third Edition.

Kalbfleisch, J.G. Probability and Statistical Inference, New York, NY: Springer-Verlag, 1979, 1985. 2 Vols., Second Edition.

Kempthorne, Oscar and Folks, J. Leroy. Probability, Statistics, and Data Analysis Ames, IA: Iowa State University Press, 1971.

* Kiefer, Jack C. Introduction to Statistical Inference New York, NY: Springer-Verlag, 1987.

* Larsen, Richard J. and Marx, Morris L. An Introduction to Mathematical Statistics and Its Applications, Englewood Cliffs, NJ: Prentice Hall, 1981, 1986. Second Edition.

* Madansky, Albert. Prescriptions for Working Statisticians New York, NY: Springer-Verlag, 1988.

Manoukian, Edward B. Modern Concepts and Theorems of Mathematical Statistics New York, NY: Springer-Verlag, 1986.

Mendenhall, William; Wackerly, Dennis D.; and Scheaffer, Richard L. Mathematical Statistics with Applications, Boston, MA: PWS-Kent, 1990. Fourth Edition.

Mood, Alexander M.; Graybill, Franklin A.; and Boes, D.C. Introduction to the Theory of Statistics, New York, NY: McGraw-Hill, 1974. Third Edition.

** Rao, C. Radhkirshna. Linear Statistical Inference and Its Applications, New York, NY: John Wiley, 1973. Second Edition.

* Rice, John A. Mathematical Statistics and Data Analysis Belmont, CA: Wadsworth, 1988.

Scheaffer, Richard L. and McClave, James T. Probability and Statistics for Engineers, Boston, MA: Duxbury Press, 1990. Third Edition.

*** Snedecor, George W. and Cochran, William G. Statistical Methods, Ames, IA: Iowa State University Press, 1967, 1980. Seventh Edition.

Wetherill, G. Barrie. Intermediate Statistical Methods New York, NY: Chapman and Hall, 1981.

Statistics: Advanced

Cox, D.R. and Hinkley, David V. Theoretical Statistics New York, NY: Chapman and Hall, 1974.

* Cox, D.R. and Oakes, D. Analysis of Survival Data New York, NY: Chapman and Hall, 1984.

David, H.A. Order Statistics, New York, NY: John Wiley, 1981. Second Edition.

* Edgington, Eugene S. Randomization Tests, New York, NY: Marcel Dekker, 1980, 1987. Second Edition.

Farnum, Nicholas R. and Stanton, LaVerne W. Quantitative Forecasting Methods Boston, MA: PWS-Kent, 1989.

Hampel, Frank R., et al. Robust Statistics: The Approach Based on Influence Functions New York, NY: John Wiley, 1986.

** Hinkley, David V.; Reid, Nancy; and Snell, E. Joyce, eds. Statistical Theory and Modelling New York, NY: Chapman and Hall, 1990.

** Johnson, Norman L. and Kotz, Samuel. Discrete Distributions Boston, MA: Houghton Mifflin, 1969.

** Johnson, Norman L. and Kotz, Samuel. Continuous Univariate Distributions, Boston, MA: Houghton Mifflin, 1970. 2 Vols.

*** Kendall, Maurice; Stuart, Alan; and Ord, J. Keith. The Advanced Theory of Statistics, New York, NY: Oxford University Press, 1987. 3~Vols.

Lehmann, E.L. Theory of Point Estimation Belmont, CA: Wadsworth, 1991.

* Lloyd, Emlyn, ed. Statistics New York, NY: John Wiley, 1984. Handbook of Applicable Mathematics, Volume VI.

Statistics: Data Analysis

** Agresti, Alan. Categorical Data Analysis New York, NY: John Wiley, 1990.

* Andrews, D.F. and Herzberg, A.M. Data: A Collection of Problems from Many Fields for the Student and Research Worker New York, NY: Springer-Verlag, 1985.

Breiman, Leo, et al. Classification and Regression Trees Belmont, CA: Wadsworth, 1984.

Chambers, John M., et al. Graphical Methods for Data Analysis Belmont, CA: Wadsworth, 1983.

*** Cleveland, William S. The Elements of Graphing Data, Belmont, CA: Wadsworth, 1985, 1991. Second Edition.

** Cox, D.R. and Snell, E. Joyce. Analysis of Binary Data, New York, NY: Chapman and Hall, 1989. Second Edition.

* Efron, Bradley. The Jackknife, the Bootstrap, and Other Resampling Plans Philadelphia, PA: Society for Industrial and Applied Mathematics, 1982.

Erickson, Bonnie H. and Nosanchuk, T.A. Understanding Data New York, NY: McGraw-Hill, 1977.

* Fienberg, Stephen E. The Analysis of Cross-Classified Categorical Data Cambridge, MA: MIT Press, 1977.

Fleiss, Joseph L. Statistical Methods for Rates and Proportions, New York, NY: John Wiley, 1981. Second Edition.

*** Hoaglin, David C.; Mosteller, Frederick; and Tukey, John W., eds. Understanding Robust and Exploratory Data Analysis New York, NY: John Wiley, 1983.

* Hoaglin, David C.; Mosteller, Frederick; and Tukey, John W., eds. Exploring Data Tables, Trends, and Shapes New York, NY: John Wiley, 1985.

* Mosteller, Frederick; Fienberg, Stephen E.; and Rourke, Robert E.K. Beginning Statistics with Data Analysis Reading, MA: Addison-Wesley, 1983.

Tukey, John W. Exploratory Data Analysis Reading, MA: Addison-Wesley, 1977.

Velleman, Paul F. and Hoaglin, David C. Applications, Basics, and Computing of Exploratory Data Analysis Boston, MA: Duxbury Press, 1981.

Statistics: Bayesian Methods

* Berger, James O. Statistical Decision Theory and Bayesian Analysis, New York, NY: Springer-Verlag, 1980, 1985. Second Edition.

Box, George E.P. and Tiao, George C. Bayesian Inference in Statistical Analysis Reading, MA: Addison-Wesley, 1973.

Howson, Colin and Urbach, Peter. Scientific Reasoning: The Bayesian Approach La Salle, IL: Open Court, 1989.

Iverson, Gudmund R. Bayesian Statistical Inference Beverly Hills, CA: Sage, 1984.

Lindley, D.V. Bayesian Statistics: A Review Philadelphia, PA: Society for Industrial and Applied Mathematics, 1971.

* Press, S. James. Bayesian Statistics: Principles, Models, and Applications New York, NY: John Wiley, 1989.

Statistics: Computational Statistics

Becker, Richard A.; Chambers, John M.; and Wilks, Allan R. The New S Language: A Programming Environment for Data Analysis and Graphics Belmont, CA: Wadsworth, 1988.

Hammersley, J.M. and Handscomb, D.C. Monte Carlo Methods New York, NY: John Wiley, 1964.

Kennedy, William J., Jr. and Gentle, James E. Statistical Computing New York, NY: Marcel Dekker, 1980.

* Thisted, Ronald A. Elements of Statistical Computing: Numerical Computation New York, NY: Chapman and Hall, 1988.

Statistics: Linear Models and Regression Analysis

Atkinson, Anthony C. Plots, Transformations, and Regression: An Introduction to Graphical Methods of Diagnostic Regression Analysis New York, NY: Clarendon Press, 1985.

* Bates, Douglas M. and Watts, Donald G. Nonlinear Regression Analysis and Its Applications New York, NY: John Wiley, 1988.

Belsley, David A.; Kuh, Edwin; and Welsch, Roy E. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity New York, NY: John Wiley, 1980.

Chatterjee, Samprit and Price, Bertram. Regression Analysis by Example New York, NY: John Wiley, 1977.

* Cook, R. Dennis and Weisberg, Sanford. Residuals and Influence in Regression New York, NY: Chapman and Hall, 1982.

Dobson, Annette J. An Introduction to Generalized Linear Models New York, NY: Chapman and Hall, 1990.

** Draper, Norman R. and Smith, H. Applied Regression Analysis, New York, NY: John Wiley, 1981. Second Edition.

Graybill, Franklin A. Theory and Application of the Linear Model Boston, MA: Duxbury Press, 1976.

Gunst, Richard F. and Mason, Robert L. Regression Analysis and Its Application: A Data-Oriented Approach New York, NY: Marcel Dekker, 1980.

Hastie, T. and Tibshirani, R.J. Generalized Additive Models New York, NY: Chapman and Hall, 1990.

* McCullagh, P. and Nelder, J.A. Generalized Linear Models, New York, NY: Chapman and Hall, 1983, 1989. Second Edition.

Morrison, Donald F. Applied Linear Statistical Methods Englewood Cliffs, NJ: Prentice Hall, 1983.

** Mosteller, Frederick and Tukey, John W. Data Analysis and Regression: A Second Course in Statistics Reading, MA: Addison-Wesley, 1977.

* Neter, John; Wasserman, William; and Kutner, Michael H. Applied Linear Statistical Models: Regression, Analysis of Variance, and Experimental Designs, Homewood, IL: Richard D. Irwin, 1983, 1985. Second Edition.

*** Weisberg, Sanford. Applied Linear Regression, New York, NY: John Wiley, 1980, 1985. Second Edition.

Statistics: Multivariate Analysis

Anderson, T.W. An Introduction to Multivariate Statistical Analysis, New York, NY: John Wiley, 1984. Second Edition.

** Bishop, Yvonne M.M., et al. Discrete Multivariate Analysis: Theory and Practice Cambridge, MA: MIT Press, 1977.

Chatfield, Christopher and Collins, Alexander J. Introduction to Multivariate Analysis New York, NY: Chapman and Hall, 1980.

* Gnanadesikan, R. Methods For Statistical Data Analysis of Multivariate Observations New York, NY: John Wiley, 1977.

Gordon, A.D. Classification: Methods for the Exploratory Analysis of Multivariate Data New York, NY: Chapman and Hall, 1981.

Green, Paul E. and Carroll, J. Douglas. Mathematical Tools for Applied Multivariate Analysis New York, NY: Academic Press, 1976.

Hand, D.J. Discrimination and Classification New York, NY: John Wiley, 1981.

Jambu, Michel. Exploratory and Multivariate Data Analysis New York, NY: Academic Press, 1991.

Jobson, J.D. Applied Multivariate Data Analysis New York, NY: Springer-Verlag, 1991.

** Johnson, Richard A. and Wichern, Dean W. Applied Multivariate Statistical Analysis, Englewood Cliffs, NJ: Prentice Hall, 1982, 1988. Second Edition.

Kendall, Maurice. Multivariate Analysis, New York, NY: Macmillan, 1980. Second Edition.

* Morrison, Donald F. Multivariate Statistical Methods, New York, NY: McGraw-Hill, 1967, 1990. Third Edition.

Statistics: Nonparametric Statistics

Gibbons, Jean D. Nonparametric Methods for Quantitative Analysis, Syracuse, NY: American Sciences Press, 1985. Second Edition.

** Lehmann, E.L. and D'Abrera, H.J.M. Nonparametrics: Statistical Methods Based on Ranks San Francisco, CA: Holden-Day, 1975.

* Randles, Ronald H. and Wolfe, Douglas A. Introduction to the Theory of Nonparametric Statistics New York, NY: John Wiley, 1979.

Sprent, Peter. Applied Nonparametric Statistical Methods New York, NY: Chapman and Hall, 1989.

Statistics: Experimental Design

** Fisher, Ronald A. Statistical Methods, Experimental Design, and Scientific Inference, New York, NY: Oxford University Press, 1990. Combined Edition.

* Mason, Robert L.; Gunst, Richard F.; and Hess, James L. Statistical Design and Analysis of Experiments: With Applications to Engineering and Science New York, NY: John Wiley, 1989.

* Montgomery, Douglas C. Design and Analysis of Experiments, New York, NY: John Wiley, 1984, 1991. Third Edition.

Statistics: Sampling and Survey Design

Cochran, William G. Sampling Techniques, New York, NY: John Wiley, 1977. Third Edition.

* Deming, W. Edwards. Some Theory of Sampling Mineola, NY: Dover, 1966.

** Scheaffer, Richard L.; Mendenhall, William; and Ott, Lyman. Elementary Survey Sampling Boston, MA: PWS-Kent, 1990.

Sukhatme, P.V. and Sukhatme, B.V. Sampling Theory of Surveys with Applications, Ames, IA: Iowa State University Press, 1970. Second Edition.

Wainer, Howard, ed. Drawing Inferences from Self-Selected Samples New York, NY: Springer-Verlag, 1986.

* Williams, Bill. A Sampler on Sampling New York, NY: John Wiley, 1978.

Statistics: Quality Control

Burr, Irving W. Elementary Statistical Quality Control New York, NY: Marcel Dekker, 1979.

Dehnad, Khosrow, ed. Quality Control, Robust Design, and the Taguchi Method Belmont, CA: Wadsworth, 1989.

* Montgomery, Douglas C. Introduction to Statistical Quality Control, New York, NY: John Wiley, 1985, 1991. Second Edition.

* Ryan, Thomas P. Statistical Methods for Quality Improvement New York, NY: John Wiley, 1989.

* Wadsworth, Harrison M.; Stephens, Kenneth S.; and Godfrey, A. Blanton. Modern Methods For Quality Control and Improvement New York, NY: John Wiley, 1986.

Statistics: Time Series

** Box, George E.P. and Jenkins, Gwilym M. Time Series Analysis, Forecasting, and Control, Oakland, CA: Holden-Day, 1976. Revised Edition.

* Chatfield, Christopher. The Analysis of Time Series: An Introduction, New York, NY: Chapman and Hall, 1975, 1989. (Former title: The Analysis of Time Series: Theory and Practice.)

Cox, D.R. and Lewis, P.A.W. The Statistical Analysis of Series of Events New York, NY: Methuen, 1966.

Cryer, Jonathan D. Time Series Analysis Boston, MA: Duxbury Press, 1986.

* Diggle, Peter J. Time Series: A Biostatistical Approach New York, NY: Oxford University Press, 1990.

Statistics: Special Topics

Brainerd, Barron. Weighing Evidence in Language and Literature: A Statistical Approach Toronto: University of Toronto Press, 1974.

Buncher, C. Ralph and Tsay, Jia-Yeong, eds. Statistics in the Pharmaceutical Industry New York, NY: Marcel Dekker, 1981.

Cleary, James P. and Levenbach, Hans. The Professional Forecaster: The Forecasting Process Through Data Analysis Belmont, CA: Lifetime Learning, 1982.

Gibbons, Jean D.; Olkin, Ingram; and Sobel, Milton. Selecting and Ordering Populations: A New Statistical Methodology New York, NY: John Wiley, 1977.

Hedges, L. and Olkin, Ingram. Statistical Methods for Meta-Analysis New York, NY: Academic Press, 1985.

Isaaks, Edward H. and Srivastava, R. Mohan. An Introduction to Applied Geostatistics New York, NY: Oxford University Press, 1990.

Maciejowski, Jan M. The Modelling of Systems with Small Observation Sets New York, NY: Springer-Verlag, 1978.

Pankratz, Alan. Forecasting With Univariate Box-Jenkins Models: Concepts and Cases New York, NY: John Wiley, 1983.

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