Carleton University · PSYC 5410

Foundations of the General Linear Model

Credits : 0.5 creditReference year : 2026-27

Description

Structure of the GLM; decomposition of variance into explained (model/groups) and unexplained (error/residual) parts; correlation; simple linear regression with categorical (one-way ANOVA) and continuous predictors; hypothesis testing - sampling distributions, p-values, test statistics; confidence intervals; ANCOVA and multiple regression; model assumptions and regression diagnostics.

Reference text in its original language

Structure of the GLM; decomposition of variance into explained (model/groups) and unexplained (error/residual) parts; correlation; simple linear regression with categorical (one-way ANOVA) and continuous predictors; hypothesis testing - sampling distributions, p-values, test statistics; confidence intervals; ANCOVA and multiple regression; model assumptions and regression diagnostics.

    Sources and references

    Dates and sources are retained to help you verify the information. Translations are provided to facilitate reading; the official source governs conditions and requirements.

    Source reference : https://calendar.carleton.ca/grad/courses/PSYC/

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