• In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing...
    31 KB (4,224 words) - 09:57, 24 April 2024
  • In statistics, a generalized linear mixed model (GLMM) is an extension to the generalized linear model (GLM) in which the linear predictor contains random...
    8 KB (807 words) - 22:59, 16 May 2024
  • McCullagh, P.; Nelder, J. A. (1989), "An outline of generalized linear models", Generalized Linear Models, Springer US, pp. 21–47, doi:10.1007/978-1-4899-3242-6_2...
    11 KB (1,192 words) - 13:56, 8 May 2024
  • In statistics, a generalized additive model (GAM) is a generalized linear model in which the linear response variable depends linearly on unknown smooth...
    38 KB (5,683 words) - 16:56, 24 April 2024
  • regression for contingency tables, a type of generalized linear model. The specific applications of log-linear models are where the output quantity lies in the...
    2 KB (250 words) - 07:22, 15 May 2024
  • regression using similar techniques. When viewed in the generalized linear model framework, the probit model employs a probit link function. It is most often...
    20 KB (3,251 words) - 00:39, 18 April 2024
  • statistics, the generalized linear array model (GLAM) is used for analyzing data sets with array structures. It based on the generalized linear model with the...
    5 KB (862 words) - 11:49, 4 September 2023
  • "linear model" is not usually applied. One example of this is nonlinear dimensionality reduction. General linear model Generalized linear model Linear...
    5 KB (818 words) - 14:44, 20 December 2023
  • hierarchical generalized linear models extend generalized linear models by relaxing the assumption that error components are independent. This allows models to...
    9 KB (1,107 words) - 16:51, 29 January 2024
  • class of vector generalized linear models (VGLMs) was proposed to enlarge the scope of models catered for by generalized linear models (GLMs). In particular...
    29 KB (4,737 words) - 05:18, 13 June 2023