Research Output 1969 2020

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Chapter
2017

Nonconvex penalized quantile regression: A review of methods, theory and algorithms

Wang, L., Jan 1 2017, Handbook of Quantile Regression. CRC Press, p. 273-292 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Penalized Regression
Quantile Regression
Conditional Quantiles
Least Absolute Deviation
Regression Estimate
2016

Computational data sciences for actionable insights on climate extremes and uncertainty

Ganguly, A. R., Kodra, E., Chatterjee, S. B., Banerjee, A. & Najm, H. N., Apr 19 2016, Computational Intelligent Data Analysis for Sustainable Development. CRC Press, p. 127-156 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Climate
Uncertainty
uncertainty
climate
science

Linear and nonlinear regression

Cook, R. D. & Weisberg, S., Apr 19 2016, Statistical Methodology in the Pharmaceutical Sciences. CRC Press, p. 163-199 37 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Nonlinear Regression
Linear regression
Linear Models
2015

Linear Hypothesis: Regression (Graphics)

Cook, R. D., Mar 26 2015, International Encyclopedia of the Social & Behavioral Sciences: Second Edition. Elsevier Inc., p. 157-161 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

regression
regression analysis
2014

Treatment Interruption

Grund, B., Jun 9 2014, Planning, Analysis, and Inferential Methods. Wiley Blackwell, Vol. 2. p. 846-859 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Osteoporosis
2013
4 Citations (Scopus)

Feature grouping and selection over an undirected graph

Yang, S., Yuan, L., Lai, Y. C., Shen, X. T., Wonka, P. & Ye, J., Jan 1 2013, Graph Embedding for Pattern Analysis. Springer New York, p. 27-43 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature extraction

University of Minnesota school of statistics

Meeden, G. D. & Coventry, M., Nov 1 2013, Strength in Numbers: The Rising of Academic Statistics Departments in the U. S.. Springer New York, p. 419-428 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Statistics
Bayesian Analysis
Arrangement
Regression
Computing
2011
25 Citations (Scopus)

Implementing MCMC: Estimating with confidence

Flegal, J. M. & Jones, G., May 10 2011, Handbook of Markov Chain Monte Carlo. CRC Press, p. 175-198 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Markov Chain Monte Carlo
Confidence
13 Citations (Scopus)

Importance Sampling, Simulated Tempering, and Umbrella Sampling

Geyer, C. J., 2011, Handbook of Markov Chain Monte Carlo. Brooks, S. P., Gelman, A. E., Jones, G. L. & Meng, X. L. (eds.). Chapman & Hall/CRC, Boca Raton, p. 295-311

Research output: Chapter in Book/Report/Conference proceedingChapter

Rank regression under possible model misspecication: A Festschrift in Honor of Thomas P. Hettmansperger

Wang, L., 2011, Non- parametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P. Hettmansperger. Hunter, Richards & Rosenberger (eds.). p. 317-335

Research output: Chapter in Book/Report/Conference proceedingChapter

Rank regression under possible model misspecification

Wang, L., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 317-335 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Rank Regression
Model Misspecification
Regression Estimator
Regression Function
Contamination
2010

Combining statistical procedures

Chen, L. & Yang, Y., 2010, High-dimensional Data Analysis (Frontiers of Statistics book series).

Research output: Chapter in Book/Report/Conference proceedingChapter

2009

Regression Analysis. In Wiley Encyclopedia of Computer Science and Engineering

Weisberg, S., 2009, Wiley Encyclopedia of Computer Science and Engineering. Wah, B. (ed.). Hoboken, NJ: John Wiley & Sons, Inc., p. 2390-2399

Research output: Chapter in Book/Report/Conference proceedingChapter

2008

Fuzzy Set Representation of a Prior Distribution: Contributions in Honor of Jayanta K. Ghosh

Meeden, G. D., 2008, Pushing the Limits of Contemporary Statistics: Contributions in Honor of Jayanta K. Ghosh. Institute of Mathematical Statistics, Vol. 3. p. 82-88

Research output: Chapter in Book/Report/Conference proceedingChapter

Outliers

Hawkins, D. M., 2008, Wiley Encyclopedia of Clinical Trials. D’Agostino, R., Sullivan, L. & Massaro, J. (eds.). New York, NY: Wiley

Research output: Chapter in Book/Report/Conference proceedingChapter

2007

Machine Learning, Statistics, and Discovery

Verducci, J., Shen, X. & Latery, J., 2007, Contemporary Mathematics,. American Mathematical Society

Research output: Chapter in Book/Report/Conference proceedingChapter

Mixed Models

Jones, G. & Neath, R., 2007, The Encyclopedia of Measurement and Statistics.

Research output: Chapter in Book/Report/Conference proceedingChapter

2006

Bayesian Methods for Statistical Process Control

Hawkins, D. M. & Tsiamyrtzis, P., 2006, Bayesian Monitoring, Control and Optimization. Del Castillo, E. & Colosimo, B. (eds.). Boca Raton: Chapman and Hall

Research output: Chapter in Book/Report/Conference proceedingChapter

2003
22 Citations (Scopus)

Predicting mutagenicity of congeneric and diverse sets of chemicals using computed molecular descriptors: A hierarchical approach

Basak, S. C., Mills, D., Gute, B. D. & Hawkins, D. M., Jan 1 2003, Quantitative Structure-Activity Relationship (QSAR) Models of Mutagens and Carcinogens. CRC Press, p. 207-234 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Poisons
Equipment and Supplies
Salmonella typhimurium
Cosmetics
Biological Assay
2002

Markov chain Monte Carlo

Jones, G. & Hobert, J. P., 2002, The Encyclopedia of Environmetrics. Piegorsch, W. & El-Shaarawi, A. (eds.). New York, NY: Wiley

Research output: Chapter in Book/Report/Conference proceedingChapter

1999

Likelihood Inference for Spatial Point Processes: Likelihood and Computation

Geyer, C. J., 1999, Stochastic Geometry: Likelihood and Computation. Kendall, W., Barndroff-Nielsen, O. & van Lieshout, M. N. (eds.). London, UK: Chapman and Hall/CRC, p. 141-172

Research output: Chapter in Book/Report/Conference proceedingChapter

1996

A graphical paradigm for regression

Weisberg, S., 1996, Statistical Computing Environments for Social Research. Fox, J. & Stine, R. (eds.). Thousand Oaks: Sage

Research output: Chapter in Book/Report/Conference proceedingChapter

Estimation and Optimization of Functions

Geyer, C. J., 1996, Markov Chain Monte Carlo in Practice. Gilks, W. R., Richardson, S. & Spiegelhalter, D. J. (eds.). London, UK: Chapman and Hall, p. 241-258

Research output: Chapter in Book/Report/Conference proceedingChapter

1995

An approach to the problem of nonresponse in sample survey using the Polya posterior: Essays in honor of Arnold Zellner

Meeden, G. D. & Bryan, M., 1995, Bayesian analysis in statistics and econometrics: Essays in honor of Arnold Zellner. Berry, D., Chaloner, K. & Geweke, J. (eds.). New York, NY: Wiley, p. 423-431

Research output: Chapter in Book/Report/Conference proceedingChapter

On the convergence of Monte Carlo approximations to the posterior density: Essays in Honor of Arnold Zellner

Geyer, C. J. & Tierney, L., 1995, Bayesian Statistics and Econo- metrics: Essays in Honor of Arnold Zellner. Berry, D., Chaloner, K. M. & Geweke, J. K. (eds.). New York, NY: Wiley, p. 389-396

Research output: Chapter in Book/Report/Conference proceedingChapter

Regression design for one–dimensional subspaces

Ibrahimy, A. & Cook, R. D., 1995, Model Oriented Data Analysis. Kitsos, C. P. & Muller, W. G. (eds.). New York, NY: Springer-Verlag, p. 125-134

Research output: Chapter in Book/Report/Conference proceedingChapter

Segmented Cox models can distinguish long and short term progression markers for AIDS

Grund, B., Krämer, A., Claxton, A. J. & Hannan, B., 1995, Medizin und Information. Tagung Epidemiologie der Deutschen Arbeitsgemeinschaft für Epidemiologie, Dresden, September 1994. Kunath, H., Lochman, U., Straube, R., Jöckel, K. H. & Köhler, C. O. (eds.). 39 ed. München, Germany: MMV Medizin Verlag, p. 516-520

Research output: Chapter in Book/Report/Conference proceedingChapter

Proportional Hazards Models
Acquired Immunodeficiency Syndrome
1994

Admissible estimation in an one parameter nonregular family of absolutely continous distributions

Meeden, G. D. & Kim, B. H., 1994, Commun. Statist.-Theory Meth.. 23 ed. p. 2993-3001

Research output: Chapter in Book/Report/Conference proceedingChapter

1993

Missing Links

Weisberg, S. & Welsh, A., 1993, New Directions in Data Analysis and Robustness. Morgenthaler, S. (ed.). Basel: Birkhauser Verlag, p. 275-284

Research output: Chapter in Book/Report/Conference proceedingChapter

1992

Graphical regression

Cook, R. D., 1992, Computational Statistics. Dodge, Y. & Whittaker, J. (eds.). Heidelberg, Germany: Physica–Verlag, Vol. 1. p. 11-22

Research output: Chapter in Book/Report/Conference proceedingChapter

Regression plotting based on quadratic predictors

Cook, R. D., 1992, L1-Statistical Analysis and Related Methods. Dodge, Y. (ed.). New York, NY: North-Holland, p. 115-128

Research output: Chapter in Book/Report/Conference proceedingChapter

1991

Added variable plots in linear regression

Cook, R. D. & Weisberg, S., 1991, Directions in Robust Statistics and Diagnostics. Stahel, W. & Weisberg, S. (eds.). Springer, Vol. 33. p. 47-60 (IMA Volumes in Mathematics and its Applications; vol. 33).

Research output: Chapter in Book/Report/Conference proceedingChapter

Added Variable Plots in Linear Regression

Cook, R. D. & Weisberg, S., 1991, Directions in Robust Statistics and Diagnostics. Stahel, W. & Weisberg, S. (eds.). New York, NY: Springer-Verlag, Vol. 33. p. 47-60 (IMA Volumes in Mathematics and its Applications; vol. 33).

Research output: Chapter in Book/Report/Conference proceedingChapter

Simulated Annealing for the detection of Multiple Outliers using least squares and least median of squares fittin

Weisberg, S. & Atkinson, A. C., 1991, Directions in Robust Statistics and Diagnostics. Stahel, W. & Weisberg, S. (eds.). New York, NY: Springer-Verlag, p. 7-20

Research output: Chapter in Book/Report/Conference proceedingChapter

1990

Linear and nonlinear regression: Design and analysis of experiments for comparing several dose–response curves

Cook, R. D. & Weisberg, S., 1990, Statistical Methodology in the Pharmaceutical Sciences. Berry, D. A. (ed.). New York, NY: Dekker, p. 163-195

Research output: Chapter in Book/Report/Conference proceedingChapter

1989

A hierarchical Bayes analysis of cross-classication models

Ghosh, M., Low, L. & Meeden, G. D., 1989, Bayesian and Likelihood Methods in Statistics and Econometrics. Geisser, S., Hodges, J. S., Press, S. J. & Zellner, A. (eds.). New York, NY: North Holland, p. 277-301

Research output: Chapter in Book/Report/Conference proceedingChapter

1987
17 Citations (Scopus)

Linear models for the Growth of Fish

Weisberg, S. & Frie, R. V., 1987, Age and Growth of Fish. Ames: Iowa State, p. 127-143

Research output: Chapter in Book/Report/Conference proceedingChapter

Process Evaluation

Hawkins, D. M. & Bartlett, H. E., 1987, Gold Metallurgy in South Africa. Stanley, G. G. (ed.). Chamber of Mines of South Africa, p. 745-792

Research output: Chapter in Book/Report/Conference proceedingChapter

1982

A method for stratigraphic correlation of several boreholes.

Hawkins, D. M., 1982, Unknown Host Publication Title. National Research Institute for Mathematical Sciences, Pretoria, South Africa

Research output: Chapter in Book/Report/Conference proceedingChapter

stratigraphic correlation
borehole
cluster analysis
labor
method

Automatic Interaction Detection

Kass, G. V. & Hawkins, D. M., 1982, Topics in Applied Multivariate Analysis. Hawkins, D. M. (ed.). Cambridge University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Cluster Analysis

Muller, M. W., Ten Krooden, J. A. & Hawkins, D. M., 1982, Topics in Applied Multivariate Analysis. Hawkins, D. M. (ed.). Cambridge University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Criticism and influence in regression

Cook, R. D., 1982, Sociological Methodology. Leinhardt, S. (ed.). San Francisco, CA: Jossey–Bass Publishers, p. 313–362

Research output: Chapter in Book/Report/Conference proceedingChapter

Criticism in regression

Weisberg, S. & Cook, R. D., 1982, Sociological Methodology. Lienhardt, S. (ed.). San Francisco, CA: Jossey-Bass, p. 313-361

Research output: Chapter in Book/Report/Conference proceedingChapter

Discriminant Analysis

Hawkins, D. M., Raath, E. L. & Fatti, L. P., 1982, Topics in Applied Multivariate Analysis. Hawkins, D. M. (ed.). Cambridge University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

1980

Smoking and Lung Cancer: An Appreciation

Cook, R. D., 1980, R. A. Fisher: An Appreciation. Fienberg, S. E. & Hinkley, D. V. (eds.). New York, NY: Springer–Verlag

Research output: Chapter in Book/Report/Conference proceedingChapter

1975
14 Citations (Scopus)

Segmentation of Discrete Sequences of Geologic Data

Hawkins, D. M. & Merriam, D. F., 1975, Quantitative Studies in the Geological Sciences. Whitten, E. H. T. (ed.). Geological Society of America, p. 311-316

Research output: Chapter in Book/Report/Conference proceedingChapter

1970

Computer-Assisted Evaluation of Coal Reserves

Hawkins, D. M., Deist, F. H., Salamon, M. D. G., MacGillivray, R. B. & Pirow, P. C., 1970, Decision Making in the Mineral Industry. Canadian Institute of Mining and Metallurgy

Research output: Chapter in Book/Report/Conference proceedingChapter