Papers, Books, Technical Reports, PhD Theses
- Barndorff-Nielsen, O. (1978).
- Information and Exponential Families.
- Wiley, Chichester, UK.
- Brown, L. D. (1986).
- Fundamentals of Statistical Exponential Families: with
Applications in Statistical Decision Theory.
- Institute of Mathematical Statistics, Hayward, CA.
- Diaconis, P. and Ylvisaker, D. (1979).
- Conjugate priors for exponential families.
- Annals of Statistics, 7, 269–281.
- DOI:
10.1214/aos/1176344611.
- Eck, D. J. and Geyer, C. J. (2021).
- Computationally efficient likelihood inference in exponential families
when the maximum likelihood estimator does not exist.
- Electronic Journal of Statistics, 15, 2105–2156.
- DOI: 10.1214/21-EJS1815.
- Geyer, C. J. (1991).
- Constrained maximum likelihood exemplified by isotonic convex
logistic regression.
- Journal of the American Statistical Association,
86, 717–724.
- DOI:
10.1080/01621459.1991.10475100.
- Geyer, C. J. (1995).
- Likelihood ratio tests and inequality contraints.
- Technical Report No. 610. School of Statistics,
University of Minnesota.
- https://hdl.handle.net/11299/199633.
- Geyer, C. J. (1999).
- Likelihood inference for spatial point processes.
- In Stochastic Geometry: Likelihood and Computation
(eds O. E. Barndorff-Nielsen, W. S. Kendall, and M. N. M. van Lieshout),
pp. 79–140.
- Chapman & Hall/CRC, Boca Raton, FL.
- Geyer, C. J. (2009).
- Likelihood inference in exponential families and directions
of recession.
- Electronic Journal of Statistics, 3, 259–289.
- DOI: 10.1214/08-EJS349.
- Geyer, C. J. (2010).
- A Philosophical Look at Aster Models.
- Technical Report No. 676. School of Statistics,
University of Minnesota.
- http://hdl.handle.net/11299/57163.
- Geyer, C. J. (2013).
- Asymptotics of maximum likelihood without the LLN or CLT or sample size
going to infinity. In Advances in Modern Statistical Theory and
Applications: A Festschrift in Honor of Morris L. Eaton
(eds G. L. Jones and X. Shen), pp. 1–24.
- Institute of Mathematical Statistics, Hayward, CA.
- DOI:
10.1214/12-IMSCOLL1001.
- Geyer, C. J. and Meeden, G. D. (2005).
- Fuzzy and Randomized Confidence Intervals and P-values
(with discussion).
- Statistical Science, 20, 358–387.
- DOI: 10.1214/088342305000000340.
- Geyer, C. J. and Møller, J. (1994).
- Simulation procedures and likelihood inference for
spatial point processes.
- Scandinavian Journal of Statistics, 21, 359–373.
- http://www.jstor.org/stable/4616323.
- Geyer, C. J., Ridley, C. E., Latta, R. G.,
Etterson, J. R and Shaw, R. G. (2013).
- Local adaptation and genetic effects on fitness: Calculations for
exponential family models with random effects.
- Annals of Applied Statistics, 7, 1778–1795.
- DOI: 10.1214/13-AOAS653.
- Geyer, C. J., Wagenius, S. and Shaw, R. G. (2007).
- Aster models for life history analysis.
- Biometrika, 94, 415–426.
- DOI:
10.1093/biomet/asm030.
- Huang, Y. (2005).
- Hypothesis tests with multiple linear inequality constraints.
- PhD thesis, University of Minnesota.
- This was before they put U of M theses in the Digital Conservancy.
A paper copy is in Walter Library.
- Hunter, D. R., Handcock, M. S., Butts, C. T.,
Goodreau, S. M., and Morris, M. (2008).
- R package
ergm: A Package to Fit, Simulate and Diagnose
Exponential-Family Models for Networks.
- Journal of Statistical Software, 24, Issue 3, 1–28.
- DOI. 10.18637/jss.v024.i03.
- Okabayashi, S. and Geyer, C. J. (2012).
- Long range search for maximum likelihood in exponential families.
- Electronic Journal of Statistics, 6, 123–147.
- DOI: 10.1214/11-EJS664.
- Self, S. G., and Liang, K.-Y. (1987).
- Asymptotic properties of maximum likelihood estimators and likelihood
ratio tests under nonstandard conditions.
- Journal of the American Statistical Association,
82, 605–610.
- DOI:
10.1080/01621459.1987.10478472.
- Shaw, F. H. and Geyer, C. J. (1997).
- Estimation and testing in constrained covariance component models.
- Biometrika, 84, 95–102.
- DOI:
10.1093/biomet/84.1.95.
- Shaw, R. G., Geyer, C. J., Wagenius, S.,
Hangelbroek, H. H., and Etterson, J. R. (2008).
- Unifying life history analysis for inference of fitness
and population growth.
- American Naturalist, 172, E35–E47.
- DOI: 10.1086/588063.
- Thompson, E. A. and Geyer, C. J. (2007).
- Fuzzy p-values in latent variable problems.
- Biometrika, 94, 49–60.
- DOI:
10.1093/biomet/asm001.
Course Notes
- Geyer, C. J. (2016).
- Stat 8931 Lecture Notes:
- Aster Models.
- aster.pdf.
R Packages
- Handcock, M. S., Hunter, D. R., Butts, C. T.,
Goodreau, S. M., Krivitsky, P. N., and Morris, M. (2023).
- R package
ergm: Fit, Simulate and Diagnose Exponential-Family
Models for Networks, version 4.6.0.
- http://cran.r-project.org/package=ergm
