Monte Carlo Simulation (Quantitative Applications in the Social Sciences) pdf epub mobi txt 电子书下载 2024

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Mooney, Christopher Z.

Sage Publications, Inc

1997-04-07

112

USD 17.95

Paperback

Quantitative Applications in the Social Sciences

9780803959439

图书标签: 统计学数学

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发表于2024-11-11

Monte Carlo Simulation (Quantitative Applications in the Social Sciences) epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Monte Carlo Simulation (Quantitative Applications in the Social Sciences) pdf epub mobi txt 电子书下载 2024

图书描述

Monte Carlo simulation is a method of evaluating substantive hypotheses and statistical estimators by developing a computer algorithm to simulate a population, drawing multiple samples from this pseudo-population, and evaluating estimates obtained from these samples. The author explains the logic behind the method and demonstrates its uses for social and behavioural research in: conducting inference using statistics with only weak mathematical theory; testing null hypotheses under a variety of plausible conditions; assessing the robustness of parametric inference to violations of its assumptions; assessing the quality of inferential methods; and comparing the properties of two or more estimators. In addition, Christopher Z Mooney carefully demonstrates how to prepare computer algorithms using GAUSS code and uses several research examples to demonstrate these principles. This volume will enable researchers to execute Monte Carlo simulation effectively and to interpret the estimated sampling distribution generated from its use.

Monte Carlo Simulation (Quantitative Applications in the Social Sciences) 下载 mobi epub pdf txt 电子书