Linear Regression:An Introduction to Statistical Models(The SAGE Quantitative Research Kit)

线性回归:统计模型简介

新闻理论

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271.00
发货周期:预计5-7周发货
作      者
出  版 社
出版时间
2022年03月07日
装      帧
平装
ISBN
9781526424174
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页      码
200
语      种
英文
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图书简介
Part of The SAGE Quantitative Research Kit, this text helps you make the crucial steps towards mastering multivariate analysis of social science data, introducing the fundamental linear and non-linear regression models used in quantitative research. Peter Martin covers both the theory and application of statistical models, and illustrates them with illuminating graphs, discussing: • Linear regression, including dummy variablesand predictor transformations for curvilinear relationships • Binary, ordinal and multinomial logistic regression models for categorical data • Models for count data, including Poisson, negative binomial, and zero-inflated regression • Checking model assumptions and the dangers of overfitting
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