Text as Data
portes grátis
Text as Data
A New Framework for Machine Learning and the Social Sciences
Grimmer, Justin; Roberts, Margaret E.; Stewart, Brandon M.
Princeton University Press
03/2022
360
Mole
Inglês
9780691207551
15 a 20 dias
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Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Content analysis; Social science; Measurement; KPR; Causal inference; Inference; Prediction; Hypothesis; Theory; Censorship; Concept; Conceptualization (information science); Analysis; Machine learning; Prevalence; Test set; Philosophy of science; Thought; High- and low-level; Topic model; Literature; Quantity; Critique; Hand coding; Research program; Cross-validation (statistics); Test theory; Digital humanities; Manifesto; Observational study; Result; Explanation; National security; Curse of dimensionality; Intellectual history; Stylometry; Observation; Political science; Email spam; Accuracy and precision; Business ethics; Humanities; Data science; Latent Dirichlet allocation; Indication (medicine); Face validity; Religion; Ideology; Principle; Essay; Computational resource; Close reading; Complexity; Internet censorship; Computer scientist; Qualitative research; General knowledge; Secularization; Electoral reform; Freedom of speech; Text corpus; Item response theory; Notation; Party platform; Inductive reasoning; Coding (social sciences); Field experiment; Voting; Cluster analysis; Information sensitivity
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Content analysis; Social science; Measurement; KPR; Causal inference; Inference; Prediction; Hypothesis; Theory; Censorship; Concept; Conceptualization (information science); Analysis; Machine learning; Prevalence; Test set; Philosophy of science; Thought; High- and low-level; Topic model; Literature; Quantity; Critique; Hand coding; Research program; Cross-validation (statistics); Test theory; Digital humanities; Manifesto; Observational study; Result; Explanation; National security; Curse of dimensionality; Intellectual history; Stylometry; Observation; Political science; Email spam; Accuracy and precision; Business ethics; Humanities; Data science; Latent Dirichlet allocation; Indication (medicine); Face validity; Religion; Ideology; Principle; Essay; Computational resource; Close reading; Complexity; Internet censorship; Computer scientist; Qualitative research; General knowledge; Secularization; Electoral reform; Freedom of speech; Text corpus; Item response theory; Notation; Party platform; Inductive reasoning; Coding (social sciences); Field experiment; Voting; Cluster analysis; Information sensitivity
