مقایسهٔ روشها
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| سیستم رتبهبندی اِلو (Elo Rating System)× | رگرسیون لجستیک× | |
|---|---|---|
| حوزه≠ | تصمیمگیری | آمار پژوهش |
| خانواده≠ | Regression model | Process / pipeline |
| سال پیدایش≠ | 1978 | 1958 |
| پدیدآور≠ | Arpad Elo | David Roxbee Cox |
| نوع≠ | Pairwise comparison ranking model | Method |
| منبع بنیادین≠ | Elo, A. E. (1978). The Rating of Chessplayers, Past and Present. Arco Publishing. ISBN: 978-0-668-04721-0 | Cox, D. R. (1958). The regression analysis of binary sequences. Journal of the Royal Statistical Society, Series B, 20(2), 215–242. DOI ↗ |
| نامهای دیگر≠ | Elo Rating System, Elo Chess Rating, Elo Skill Rating, Elo Derecelendirme Sistemi | logit model, binomial logistic regression, LR |
| مرتبط≠ | 2 | 3 |
| خلاصه≠ | The Elo Rating System is a pairwise comparison-based ranking method developed by Hungarian-American physicist and chess master Arpad Elo and formally published in 1978. Originally designed to assess the relative skill levels of chess players, it assigns each competitor a numerical rating that rises or falls after each encounter based on the expected versus actual outcome. The system assumes that player performance follows a logistic distribution, enabling probabilistic predictions of match results and continuous rating refinement over time. | 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. |
| ScholarGateمجموعهداده ↗ |
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