Maximum Likelihood Estimation: Logic and Practice (Record no. 71048)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01636nam a2200157Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140223b1993 xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780803941076 |
| Terms of availability | 0.00 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 001.42-96 |
| Item number | ELI |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Elisason, Scott R. |
| 245 ## - TITLE STATEMENT | |
| Title | Maximum Likelihood Estimation: Logic and Practice |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New Delhi |
| Name of publisher, distributor, etc. | Sage Publications India Pvt. Ltd. |
| Date of publication, distribution, etc. | 1993 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 85p |
| 500 ## - GENERAL NOTE | |
| General note | CONTENTS Series Editor's Introduction V 1. Introduction: The Logic of Maximum Likelihood Background and Preliminaries The Principle of Maximum Likelihood Desirable Properties of Estimators 2. A General Modeling Framework Using Maximum Likelihood Methods The Normal PDF Model Simple Z Tests and Confidence Intervals: The Homoscedastic Normal PDF Model Likelihood Ratio Tests: The Heteroscedastic Normal PDF Model Wald Tests A General Measure of Association for ML Models 3. An Introduction to Basic Estimation Techniques The Score Vector, Hessian Matrix and Sampling Distribution of the MLE The Iterative Process and Updating Methods Obtaining Start Values The Update Step and Checking for the Solution 4. Further Empirical Examples The Gamma PDF Model Constant Coefficient of Variation Model Sources of Variability in CV The Multinomial PF Model The Bivariate Normal PDF Model 5. Additional Likelihoods The Truncated Normal PDF Model The Log-Normal PDF Model 6. Conclusions Appendix: Gauss Code for Some of the Models in the Monograph Notes References About the Author |
| 890 ## - | |
| -- | India |
| 995 ## - RECOMMENDATION 995 [LOCAL, UNIMARC FRANCE] | |
| -- | ELI |
| -- | 611.00 |
| -- | 0 |
| -- | 049 |
| -- | 3293 |
| -- | 0 |
| -- | 0.00 |
| -- | C |
| -- | 19990415 |
| -- | Mobel Book Distributors |
| -- | General |
No items available.