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PUBLICATIONS Hallum, C.R., ¡°On a Model for Optimal
Proportions Estimates for Category Mixtures¡±, Proceedings of the
Eighth International Symposium on Remote Sensing of the Environment. The University of Michigan, Ann
Arbor, Michigan, October 1972. Hallum, C.R., ¡°Null Class Thresholding in Gaussian Maximum Likelihood
Classification¡±.
Technical Report LEC/HASD No. 640-TR-133 under NASA Contract NAS
9-12200, August 1972. Minter, T.S. and Hallum, C.R.,
¡°Maximum Likelihood Classification by Thresholding¡±, Technical Report
LEC/HASD No. 640-TR-114 under NASA Contract NAS 9-12200; appeared in Remote
Sensing of Earth Resources, V-1, II, March 1973, pp. 795 - 808. Hallum, C.R., ¡°Feature Selection via an
Upper Bound (to any Degree Tightness) on Probability of Misclassification¡±, Proceedings of the
Conference on Machine Processing of Remotely Sensed Data, Purdue University,
West Lafayette, Indiana, October 1973.
Hallum, C.R., Lewis, T.O., and Boullion, T.L., ¡°Estimation in the
Restricted General Linear Model with a Positive Semi-definite Covariance
Matrix", Communications in Statistics, Vol. 1, Issue 2, 1973, pp.
157-166. Hallum, C.R., Boullion, T.L., and Odell, P.L., ¡°Parameter Estimation and
Hypothesis Testing in the Restricted General Linear Model¡±, Journal of Industrial
Mathematics, Vol. 23, Part 1, 1973, pp. 1-25. Hallum, C.R., ¡°The Influence of Computing
on Generalized Inverse Applications in Statistical Analysis¡±, Proceeding of Symposia
in Applied Mathematics, Vol. 20, 1974,
pp. 153-159. Hallum, C.R., and Pore, M.D., ¡°Computational Aspects of
Matrix Generalized Inversion for the Computer with Applications¡±, Computers and
Mathematics with Applications, Vol. 1, January 1975. Pore, M.D. and Hallum, C.R., ¡°Computational Aspects of
the Matrix Pseudoinverse¡±, American Statistical
Association Proceedings of the Statistical Computing Section, August 1976,
Chicago, Illinois. Hallum, C.R., Odell, P.L., and Boullion, T.L., ¡°An Extension of the
Generalized Gauss-Markov Theorem to the Mixed Model¡±, Journal of Industrial
Mathematics, Vol. 27, Part 2, 1977.
Protomastro, Gerard P. and Hallum, Cecil R., ¡°A Mathematical Modeling
Approach to Introductory Mathematics¡±, American Mathematical
Monthly, Vol. 84, No. 5, May 1977, pp. 383-385. McMath, John S., Sims, S.E., and
Hallum, C.R.,
¡°On the Properties of a Matrix-Valued Derivative
Utilizing the Moore-Penrose Inverse¡±, Linear Algebra and Its
Applications, 1977, pp. 281-291.
Hallum, C.R., ¡°Experiment Design Overview¡±, Proceedings of the Large
Area Crop Inventory Experiment (LACIE) Symposium, held at NASA/JSC, October
23-26, 1978, Houston, Texas. Hallum, C.R., Feiveson, A.H., Chhikara, R.,
and Houston, A.G., ¡°Sampling and Aggregation in LACIE¡±, Proceedings of the Large
Area Crop Inventory Experiment (LACIE) Symposium, held at NASA/JSC, October
23-26, 1978, Houston, Texas.
Feiveson, A.H. and Hallum, C.R., ¡°The Sampling Design for
LACIE¡±, Proceedings of the Large Area Crop Inventory
Experiment (LACIE) Symposium, held at NASA/JSC, October 23-26, 1978, Houston,
Texas. Hallum, C.R. and Basu, J.P., ¡°A Natural Sampling
Strategy¡±, Proceedings of the Large Area Crop Inventory
Experiment (LACIE) Symposium, held at NASA/JSC, October 23-26, 1978, Houston,
Texas. Hallum, C.R. and Pore, M.D., ¡°A Discriminant
Approach to Parameter Estimation in the Linear Model with Unknown
Variance-Covariance Matrix¡±, Journal of Industrial
Mathematics, Vol. 29, Part 1, 1979, pp. 1-8. Perry, C.R. and Hallum, C.R., ¡°Sampling Unit Size
Considerations in Large Area Crop Inventorying Using Satellite-based Data¡±, Proceedings of the
Survey Research Methods Section of the American Statistical Association
Conference, August 1979, Washington, D.C. McMath, John S., Sims, S.E., and
Hallum, C.R., ¡°A Comparison of Various
Derivatives for Matrix Valued Functions¡±, Computers and
Mathematics with Applications, Vol. 6, 1979, pp. 161-166. Hallum, C.R. and Perry, C.R., ¡°Sampling Unit Size Considerations
for Reducing Data Loads in Crop Inventorying Using Remotely-Sensed,
Satellite-based Data¡±, Proceedings of the IEEE
Telecommunications Conference, Galveston, Texas, November 2, 1982. Hallum, Cecil and Gary,
Howard, ¡°Pseudoinverses to the Rescue¡±, accepted for publication
in BYTE, 1984. Hallum, Cecil R. and Perry,
Charles R., ¡°Estimating Optimal Sampling Unit Sizes for
Satellite Surveys¡±, Remote Sensing of Environment, January
1984. Chhikara, Raj, Hallum,
Cecil, and Lycthuan-Lee, T.G., ¡°Stratification and Sample
Design for Landsat Crop Surveys¡±, Special Issue of
Communications in Statistics, Theory and Methods, Vol. 13, No. 23, 1984, pp.
2905-2935. Hallum, C. R., Boullion, T. L., and Odell, P. L., ¡°Best Linear Estimation in
the Restricted General Linear Model¡±, Jour. of Industrial
Mathematics, Vol. 34, Part 1, 1984, pp. 55-64. Walker, Douglas and Hallum, Cecil, ¡°Pseudoinverses in Generalizing Newton's
Method to Obtaining the Square Root of a Symmetric Positive Semi-definite
Matrix¡±, Jour. of Industrial Mathematics, Vol. 34, Part
2, 1984, pp. 137-145. Mohler, R.J., Hallum, Cecil, Wells, Gordon L. and Trenchard,
Michael H. ¡°Monitoring Vegetation of Drought Environments¡±, Bioscience, Vol. 36, No.
7, July/August, 1986. Mohler, R.J., Hallum, Cecil, ¡°Analysis of Drought
Environments Using Multi-sensor Data¡±, Proceedings of the
Annual Meeting of the Forum of the Assoc. for Arid Lands Studies, Reno,
Nevada, April 23-26, 1986. Hallum, Cecil and Gary, Howard, ¡°Pseudoinverses Applied to Simplifying
Solutions to Systems of Equations¡±, ACCESS, The Journal of Microcomputer
Applications, Vol. 8, No. 5, Issue 47, pp. 34-47, October, 1989. Hallum, Cecil R., ¡°Player Performance
Evaluations and Productivity Rankings in the NBA: A SAS/GRAPH Tutorial¡±, Proceedings of the
Houston SAS Users Group Conference held in Houston, Texas, October 12,
1990. Hallum, Cecil R., ¡°A Change Detection
Strategy for Monitoring Vegetative and Land-use Cover Types Using
Remotely-sensed, Satellite-based Data¡±, Jour. of Remote Sensing
of the Environment, Vol. 43, No. 2, 1993, pp. 171-178. Scariano, Stephen M. and Hallum, Cecil R., ¡°A Matrix Analogue to the
Arithmetic Geometric-Harmonic Means Inequality¡±, J. of Mathematics and
Computer Education, 1993, pp. 95-101.
Carpenter, Mark and Hallum, Cecil, ¡°Sample Size versus
Detection Probabilities of Off-Aim Drifts in Support of Quality Improvement:
A SAS/GRAPH Application¡±, Proceedings of the 18th
Annual SAS Users Group International Conference, May 9-12, 1993, pp.
889-893. Hallum, Cecil, ¡°Player Performance
Evaluations in the NBA: Applications of SAS/GRAPH and SAS/QC¡±, Proceedings of the South
Central Regional SAS Conference, September 27-28, 1993, Houston, Texas. Hallum, Cecil, ¡°Accelerating Maximum
Likelihood Classification: An Approach with SAS/IML Software¡±, Proceedings of the 19th
Annual SAS Users Group Conference, April 10-13, 1994, Dallas, Texas. MacGregor, Frances and Hallum, Cecil, ¡°The Impact on the Multiple
Correlation Coefficient Due to Model Misspecifications in the Linear Model¡±, accepted for publication
in the Jour. of Industrial Mathematics, 1997. Hallum, Cecil and Miller,
Melinda, ¡°A GUI for Enhanced Insight Into Data in a
University Setting: SAS/EIS
and SAS/AF Frame to the Rescue¡±, Proceedings of the
Twenty-Third Annual SAS Users Group International (SUGI) Conference,
Nashville, Tennessee, March 22-25, 1998, pp. 968-973. Chen, Xiadong
and Hallum, Cecil, ¡°Improved Classification
Using Weighted Distance Functions¡±, Proceedings of the American
Statistical Association Conference, Dallas, Texas, August 1998, pp. 118-123. ¡°Summary of Findings from
Change Analysis of the Depth 10 and Depth 20 Surface Water Data¡±, prepared for contract
personnel at the Watershed Experiment Station (WES) in Vicksburg,
Mississippi, March 1999; this technical report was in support of my work as a
Senior Research Statistician on the TRIES grant with WES. ¡°May 1999 Report of Initial
Approaches for a Change Assessment Methodology and a Verification and
Sensitivity Analysis Capability for Land Management Models¡±, a technical report in
support of the TRIES grant with the Water Experiment Station (Vicksburg,
Mississippi), May 1999 (30 pages). ¡°Design of a Change
Assessment Methodology and a Verification and Sensitivity Analysis Capability
for Land Management Models¡±, end of contract year
technical report in support of TRIES grant with the Water Experiment Station,
Vicksburg, Mississippi, September 1999 (31 pages). ¡°The Jackknifed Mahalanobis Distance Function for Change Detection in
Support of Land Management Monitoring¡±, co-authored with Marsha
M. Young, Proceedings of the American Statistical Association Conference,
held in Indianapolis, Indiana, August 13-17, 2000. ¡°Phase I Protocol for
Comparative Analysis of Soil Erosion Models¡±, the protocol prepared in
support of the Texas Research Institute of Environmental Studies (TRIES)
grant with the Corp. of Engineers Research Laboratory (Champaign, Illinois),
August 2000 (a 58 page document). ¡°Impacts of Model
Misspecifications in the Restricted General Linear Model¡±, co-authored with Ananda Bandulasiri, Proceedings
of the American Statistical Association Conference, held in Atlanta, Georgia,
August 2001. ¡°Determination of Critical Habitat for
the Endangered Nelson¡¯s Bighorn Sheep in co-authored
with Jack Turner, Charles L. Douglas, Paul R. Krausman,
and Rob Roy Ramey (2004)Wildlife
Society Bulletin, 32(2): p. 427-448. ¡°SAS and
Multivariate Music: A GUI for Multivariate Analysis of MIDI Data¡±, co-authored
with Lisa Cannon, Proceedings of the 14th
Annual South Central SAS Users Group (SCSUG) 2004 Conference, held in ¡°Estimation-equivalent
Covariance Structures for the Least Squares and MINQUE Estimators of the
Linear Model Variance¡±, co-authored with Dean M. Young and Stephen M. Scariano (2005), Communications
in Statistics, Vol. 34, No. 3. ¡°Real-time
Multivariate Analysis Onboard an RF Controlled Vehicle: Miniaturized Remote
Sensing¡±, co-authored with Jason Minter, Proceedings
of theJoint
Statistical Meetings of the American Statistical Association, held in ¡°The Impact
of Erroneous Inclusion and Exclusion of Variables in Multivariate Inference¡±,
co-authored with Youfeng Nie, Proceedings of the Joint Statistical Meetings
of the American Statistical Association, held in ¡°Multivariate Object
Detection using Digital Photography and SAS-based Graphical User Interface¡±, co- authored
with Huixing He, Proceedings of the Joint Statistical Meetings of the American
Statistical Association held in ¡°Key
Highlights of Generalized Inverse Applications in Mathematical Statistics¡±, co-authored
with Fang Duan, Proceedings
of the Joint Statistical Meetings of the American Statistical Association
held in Salt Lake City, ¡°Insights into Mathematical Statistics
Applications via Matrix Visualizations¡±, co-authored with Drs. Ferry Butar, Ananda Bandulasiri and Melinda Holt, Proceedings of
the Joint Statistical Meetings of the American Statistical Association held in
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