Monte carlo simulation and resampling methods for social science (Record no. 1777)
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| fixed length control field | 01878nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220208133331.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220208b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781452288901 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 300.1518282 |
| Item number | CAR |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Carsey, Thomas M. |
| 245 ## - TITLE STATEMENT | |
| Title | Monte carlo simulation and resampling methods for social science |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Sage Publications, Inc. |
| Place of publication, distribution, etc. | Los Angeles |
| Date of publication, distribution, etc. | 2014 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 293 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 60.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of content<br/><br/>1. Introduction 2. Probability 3. Introduction to R 4. Random Number Generation 5 .Statistical Simulation of the Linear Model 6. Simulating Generalized Linear Models 7. Testing Theory Using Simulation 8. Resampling Methods 9. Other Simulation-Based Methods 10. Final Thoughts |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Description<br/><br/>Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, this book illustrates abstract principles, such as bias, efficiency, and measures of uncertainty in an intuitive, visual way. Instead of thinking in the abstract about what would happen to a particular estimator "in repeated samples," the book uses simulation to actually create those repeated samples and summarize the results. The book includes basic examples appropriate for students learning the material for the first time, as well as more advanced examples that a researcher might use to evaluate an estimator he or she was using in an actual research project. The book also covers a wide range of topics related to Monte Carlo simulation, such as resampling methods, simulations of substantive theory, simulation of quantities of interest (QI) from model results, and cross-validation. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Monte Carlo method |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Social sciences--Methodology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Social sciences--Statistical methods |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
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| Dewey Decimal Classification | Public Policy & General Management | IN29921 | 28-01-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 02/08/2022 | Overseas Press India Private | 3120.49 | 300.1518282 CAR | 001708 | 02/08/2022 | 1 | 4746.00 | 02/08/2022 | Book |