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Introduction to Mathematical Statistics.
Abstract
1. Probability and Distributions. 2. Multivariate Distributions. 3. Some Special Distributions. 4. Some Elementary Statistical Inferences 5. Consistency and Limiting Distributions 6. Maximum Likelihood Methods. 7. Sufficiency. 8. Optimal Tests of Hypotheses. 9. Inferences about Normal Models. 10. Nonparametric and Robust Statistics. 11. Bayesian Statistics. Appendix A. Mathematical Comments Appendix B. R-Functions. Appendix C. Tables of Distributions Appendix D. List of Common Distributions Appendix E. References Appendix F. Answers to Selected Exercises Index
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Cited by
Quinlan, J. R. (1986) · Machine Learning · doi:10.1007/bf00116251 · Cited by 21,439
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Estimating the mean and variance from the median, range, and the size of a sample
Hozo, S. P., Djulbegovic, B., & Hozo, I. (2005) · BMC Medical Research Methodology · doi:10.1186/1471-2288-5-13 · Cited by 9,062
The landscape of somatic copy-number alteration across human cancers
Beroukhim, R., Mermel, C. H., Porter, D., Wei, G., Raychaudhuri, S., Donovan, J., Barretina, J., Boehm, J. S., Dobson, J., Urashima, M., et al. (2010) · Nature · doi:10.1038/nature08822 · Cited by 4,017
Antipsychotic-induced weight gain: a comprehensive research synthesis
Allison, D. B., Mentore, J. L., Heo, M., Chandler, L. P., Cappelleri, J. C., Infante, M. C., & Weiden, P. J. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.11.1686 · Cited by 2,382
Metadata
- Authors
- AA, Hogg, R. V., & Craig, A. T.
- Venue
- Journal of the American Statistical Association
- Publisher
- JSTOR
- Published
- 1996-03
- Volume
- 91
- Issue
- 433
- Pages
- 441
- ISSN
- 0162-1459 (ISSN-L)
- OpenAlex
- W2144242878
- Cited by
- 2,888
- References
- 0
- FWCI
- 77.19
- Type
- journal article
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
