GLMides

GLMides is a software tool designed for the analysis of Generalized Linear Models (GLMs). It is particularly useful for researchers and statisticians who need to fit and interpret GLMs, which are a broad class of models that include linear regression, logistic regression, and Poisson regression among others. GLMides provides a user-friendly interface that allows users to specify the model, input data, and select the appropriate family of distributions and link functions. The software can handle both continuous and categorical response variables and can accommodate various types of explanatory variables, including continuous, binary, and categorical data. One of the key features of GLMides is its ability to perform model diagnostics, including residual analysis and goodness-of-fit tests, to help users assess the validity of their models. Additionally, GLMides supports the estimation of confidence intervals and the calculation of predicted values, making it a versatile tool for both exploratory data analysis and formal hypothesis testing. The software is available for multiple operating systems and can be integrated with other statistical software packages, enhancing its flexibility and utility in various research contexts.