Publications
Book
Modern Multivariate Statistical Techniques:
Regression, Classification, and Manifold Learning
Series: Springer Texts in Statistics
Izenman, Alan Julian
2008, Approx. 760 p., Hardcover
ISBN: 978-0-387-78188-4
Available: July 7, 2008
Selected Papers
Combinatorics
- Hammersley, J.M., Feuerverger, A., Izenman, A.J., and Makani, K. (1969), A Negative Finding for the Three-Dimensional Dimer Problem, Journal of Mathematical Physics, 10, 443-446.
- Fill, J.A. and Izenman, A.J. (1980), Invariance Properties of Schoenberg's Tone-Row System, Journal of the Australian Mathematical Society, B, 21, 268-282.
- Fill, J.A. and Izenman, A.J. (1980), The Structure of RI-Invariant Twelve-Tone Rows, Journal of the Australian Mathematical Society, B, 402-417.
Multivariate Analysis
- Izenman, A.J. (1975), Reduced-Rank Regression for the Multivariate Linear Model, Journal of Multivariate Analysis, 5, 248-262.
- Izenman, A.J. (1980), Assessing Dimensionality in Multivariate Regression, Handbook of Statistics, 1 (P.R. Krishnaiah, ed.), North-Holland Publishing Co., 571-591.
- Izenman, A.J. (1986), Reduced-Rank Regression Procedures for Discriminant Analysis, ASA Proceedings of the Statistical Computing Section, 249-253.
- Izenman, A. J. and Williams, J. S. (1989). A Class of Linear Spectral Models and Analyses for the Study of Longitudinal Data. Biometrics, 45, 831-849.
- Izenman, A.J. and Shen, Y. (2008), Outlier Detection Using Smallest Kernel Principal Components, submitted for publication.
Invited Discussions
- Izenman, A.J. (1987), Invited Discussion of "Prediction of Future Observations in Growth Curve Models, by C.R. Rao, Statistical Science, 2, 461-463.
Book Reviews
- Izenman, A.J. (1978), Review of Modern Factor Analysis, 3rd Edition Revised, by H.H. Harman, Journal of the American Statistical Association, 73, 435-443.
- Izenman, A.J. (1978), Review of Methods in Geomathematics: 1. Geological Factor Analysis, by K.G. Joreskog, J.E. Klovan, and R.A. Reyment, Journal of the American Statistical Association, 73, 435-443.
- Izenman, A.J. (1990), Review of Multivariate Splines, by C.K. Chui, Technometrics, 32, 235-237.
- Izenman, A.J. (1991), Review of The Multivariate Normal Distribution, by Y.L. Tong, Technometrics, 33, 498-499.
Time Series Analysis
- Izenman, A.J. and Zabell, S.L. (1976), Babies and the Blackout: A Time Series Analysis of New York City Birth Data, ASA Proceedings of the Social Statistics Section, 427-433.
- Izenman, A.J. and Zabell, S.L. (1981), Babies and the Blackout: The Genesis of a Misconception, Social Science Research, 10. 282-299.
- Izenman, A.J. (1983), Time Series Analysis of Almost Periodic Data, ASA Proceedings of the Business and Economic Statistics Section, 363-367.
- Izenman, A.J. and Sarkar, S.K. (1987), Simultaneous Confidence Regions for the Frequency Analysis of Multiple Time Series. Journal of the American Statistical Association, 82, 271-275.
- Haughton, D., Haughton, J., and Izenman, A.J. (1990). Information Criteria and Harmonic Models in Time Series Analysis. Journal of Statistical Computation and Simulation, 35, 187-207.
- Haughton, D., Haughton, J., and Izenman, A.J. (1994). Model Selection in Harmonic Nonlinear Regression, In: Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach. Volume 1: Theory and Methodology of Time Series Analysis (H. Bozdogan, Ed.), Dordrecht: Netherlands: Kluwer Academic Publishers, 187-207.
Invited Discussions
- Izenman, A.J. (1983), Invited Discussion of several papers on "Time Series Analysis: On Specification Error Bias and the Amelioration of Its Effects," ASA Proceedings of the Business and Economic Statistics Section, 539-540.
Book Reviews
- Izenman, A.J. (1979), Review of Fourier Analysis of Time Series: An Introduction, by P. Bloomfield, Journal of the American Statistical Association, 74, 924-926.
- Izenman, A.J. (1987), Review of Introduction to Random Processes, With Applications to Signals and Systems, by W.A. Gardner, Technometrics, 29, 245-246.
- Izenman, A.J. (1988), Review of An Introduction to Kalman Filtering With Applications, by K.S. Miller and D.M. Leskiw, Technometrics, 30, 243-244.
- Izenman, A.J. (1989), Review of TIMESLAB: A Time Series Analysis Laboratory, by H.J. Newton, Technometrics, 31, 380-382.
Nonparametric Function Estimation and Statistical Graphics
- Izenman, A.J. (1980), Developments in Statistical Graphics, 1960-1980, In: Proceedings of the First General Conference on Social Graphics, U.S. Bureau of the Census, 49, Chapter 3, 51-79.
- Izenman, A.J. and Sommer, C.J. (1988). Philatelic Mixtures and Multimodal Densities. Journal of the American Statistical Association, 83, 941-953.
- Izenman, A.J. and Tran, L.T. (1990). Kernel Estimation of the Survival Function and Hazard Rate Under Weak Dependence. Journal of Statistical Planning and Inference, 24, 233-247.
- Izenman, A. J. (1991). Recent Developments in Nonparametric Density Estimation. Journal of the American Statistical Association, 86, 205-224.
Book Reviews
- Izenman, A.J. (1988), Review of Density Estimation for Statistics and Data Analysis, by B.W. Silverman, Journal of the American Statistical Association, 83, 269-270.
History of Science
- Izenman, A.J. (1983), J.R. Wolf and H.A. Wolfer: An Historical Note on the Zurich Sunspot Relative Numbers, Journal of the Royal Statistical Society, Series A, 146, 311-318.
- Izenman, A.J. (1985), J.R. Wolf and the Zurich Sunspot Relative Numbers, Mathematical Intelligencer, 7, 27-33.
Life Testing
- Izenman, A.J. (1976), On the Extremal Quotient From a Gamma Sample, Biometrika, 63, 185-190.
- Izenman, A.J. and Rinott, Y. (1977), Sequential Designs for Replacements in Exponential Life Tests, Technometrics, 19, 455-459.
Statistics and Public Policy
The Welfare System
- Fairley, W.B. and Izenman, A.J. (1988). Welfare Quality Control Programs: How Much is Misspent by the Welfare System? Chance, 2, 10-17.
- Fairley, W. B., Izenman, A. J. and Bagchi, P. (1990). Inference for Welfare Quality Control Programs. Journal of the American Statistical Association, 85, 874-890.
Masonry Deterioration
- Fairley, W.B., Izenman, A.J., and Whitlock, A.R. (1993), Quantification of Masonry Deterioration Through Statistical Modeling: A Case Study, Masonry: Design and Construction, Problems and Repair (J. Melander and L.M. Lauersdorf, Eds.), ASTM STP 1180, Philadelphia, PA: American Society for Testing and Materials, 341-354.
- Fairley, W.B., Izenman, A.J., and Whitlock, A.R. (1994), Establishing Quantity Estimates and Levels in Predicting Structural Damage: A Masonry Case Study, Proceedings of the British Masonry Society, 6, 72-82.
- Fairley, W. B., Izenman, A. J. and Whitlock, A. R. (1994). Bricks, Buildings, and the Bronx: Estimating Masonry Deterioration. Chance, 7, 32-37.
- Fairley, W.B., Izenman, A.J., and S.M. Crunk (2001). Combining Incomplete Information From Independent Assessment Surveys for Estimating Masonry Deterioration. Journal of the American Statistical Association, 96, 488-499. [Tables 1, 2, 3, 4][Legends]
Crime Mapping
- Harris, P., Mennis, J., Izenman, A.J., Obradovic, Z., Grunwald, H. (2008), Neighborhood Predictors of Urban Juvenile Delinquency and Recidivism, submitted to: The Professional Geographer, Special Issue on Crime Mapping.
Statistics and the Law
- Hadayat, A.S, Izenman, A.J., and Zhang, W.G. (1996), Random Sampling for the Forensic Study of Controlled Substances, ASA Proceedings of the Physical and Engineering Sciences Section, 12-21 (with discussion by S.S. Diamond, pp. 22-23).
- Izenman, A.J. (2000). Statistical Issues in the Application of the Federal Sentencing Guidelines in Drug, Pornography, and Fraud Cases. In: Statistical Science in the Courtroom (J. Gastwirth, ed.), New York: Springer-Verlag, 25-50.
- Izenman, A.J. (2000). Introduction to Two Views of the Shonubi Case. In: Statistical Science in the Courtroom (J. Gastwirth, ed.), New York: Springer-Verlag, 393-403. [Data]
- Izenman, A.J. (2000). Assessing the Statistical Evidence in the Shonubi Case. In: Statistical Science in the Courtroom (J. Gastwirth, ed.), New York: Springer-Verlag, 415-443.
- Izenman, A.J. (2001). Statistical and Legal Aspects of the Forensic Study of Illicit Drugs. Statistical Science, 16, 35-57.
- Izenman, A.J.(2003). Sentencing Illicit Drug Traffickers: How Do the Courts Handle Random Sampling Issues? International Statistical Review, 71, 535-556.
- Hoffman, D., Izenman, A.J., and Lidicker, J. (2007), Docketology, District Courts, and Doctrine, Washington University Law Review, 85, 681-751.
Technical Reports
- Izenman, A.J. and Laake, P. (1982), Confirmatory Maximum Likelihood Analysis of Factor models Having Special Covariance Structure, Technical Report, Department of Statistics, Temple University.
- Izenman, A.J., Papasouliotis, O, Leonard, T., and Aitken, C.G.G. (2003). Bayesian Predictive Evaluation of Measurement Error With Application to the Assessment of Illicit Drug Quantity, Technical Report, Department of Statistics, Temple University.