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Variationist Sociolinguistics×Логистична регресия×
ОбластЛингвистикаСтатистика за изследвания
СемействоProcess / pipelineProcess / pipeline
Година на възникване19721958
СъздателWilliam LabovDavid Roxbee Cox
ТипQuantitative field study of socially conditioned linguistic variationMethod
Основополагащ източникLabov, W. (1972). Sociolinguistic Patterns. University of Pennsylvania Press. ISBN: 9780812210521Cox, D. R. (1958). The regression analysis of binary sequences. Journal of the Royal Statistical Society, Series B, 20(2), 215–242. DOI ↗
Други названияVariationist Analysis, Labovian Sociolinguistics, Quantitative Sociolinguisticslogit model, binomial logistic regression, LR
Свързани43
РезюмеVariationist sociolinguistics is the quantitative study of how linguistic variation is structured by social and linguistic factors. Pioneered by William Labov in the 1960s and 1970s, it treats alternative ways of saying the same thing — the 'linguistic variable' — as systematically conditioned by speaker characteristics (class, age, sex, ethnicity), stylistic context, and the surrounding linguistic environment, and it uses statistical modeling of natural speech to reveal the orderly heterogeneity beneath apparent randomness.Logistic regression is a statistical method for modeling the probability of a binary outcome (disease present/absent, success/failure) as a function of continuous and categorical predictors. Developed by David Roxbee Cox (1958), it solves the problem of predicting categorical outcomes by applying a logistic transformation to constrain predictions to the [0,1] probability interval, enabling accurate risk stratification, diagnostic prediction, and causal inference in epidemiology, medicine, and social science.
ScholarGateНабор от данни
  1. v1
  2. 3 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Variationist Sociolinguistics · Logistic Regression. Извлечено на 2026-06-25 от https://scholargate.app/bg/compare