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Medientyp:
Buch
Titel:
Data analysis for social science
:
a friendly and practical introduction
Enthält:
Estimating causal effects with randomized experiments
Inferring population characteristics via survey research
Predicting outcomes using linear regression
Estimating causal effects with observational data
Probability
Quantifying uncertainty
Beschreibung:
Data Analysis for Social Science provides a friendly introduction to the statistical concepts and programming skills needed to conduct and evaluate social scientific studies. Using plain language and assuming no prior knowledge of statistics and coding, the book provides a step-by-step guide to analyzing real-world data with the statistical program R for the purpose of answering a wide range of substantive social science questions. It teaches not only how to perform the analyses but also how to interpret results and identify strengths and limitations.