Monte Carlo Simulation and Resampling Methods for Social Science

Nonfiction, Reference & Language, Reference, Research, Social & Cultural Studies, Social Science
Cover of the book Monte Carlo Simulation and Resampling Methods for Social Science by Thomas M. Carsey, Jeffrey J. Harden, SAGE Publications
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Thomas M. Carsey, Jeffrey J. Harden ISBN: 9781483324920
Publisher: SAGE Publications Publication: August 5, 2013
Imprint: SAGE Publications, Inc Language: English
Author: Thomas M. Carsey, Jeffrey J. Harden
ISBN: 9781483324920
Publisher: SAGE Publications
Publication: August 5, 2013
Imprint: SAGE Publications, Inc
Language: English

Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, Monte Carlo Simulation and Resampling Methods for Social Science, by Thomas M. Carsey and Jeffrey J. Harden, examines 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 readers 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. Complete R code from all examples is provided so readers can replicate every analysis presented using R.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, Monte Carlo Simulation and Resampling Methods for Social Science, by Thomas M. Carsey and Jeffrey J. Harden, examines 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 readers 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. Complete R code from all examples is provided so readers can replicate every analysis presented using R.

More books from SAGE Publications

Cover of the book Making Good Choices by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Research Methods in International Relations by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Pocket Glossary for Commonly Used Research Terms by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Challenges for America in the Middle East by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Communication in Nursing and Healthcare by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Learning and Teaching in Higher Education by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book An Introduction to Psychological Assessment and Psychometrics by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Multiple and Generalized Nonparametric Regression by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Differentiated Instructional Strategies Professional Learning Guide by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Sustainability and Human Settlements by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Social Insurance by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Teaching Mathematics in the Visible Learning Classroom, High School by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Information Skills for Nursing Students by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book The Handbook of Spiritual Development in Childhood and Adolescence by Thomas M. Carsey, Jeffrey J. Harden
Cover of the book Consumer Behaviour by Thomas M. Carsey, Jeffrey J. Harden
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy