Monte carlo simulation and resampling methods for social science (Record no. 1777)

MARC details
000 -LEADER
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
Holdings
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
    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

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