Linear Model Theory

DOI10.1007/978-3-030-52063-2zbMath1462.62004OpenAlexW4254050878MaRDI QIDQ3386390

Dale L. Zimmerman

Publication date: 4 January 2021

Full work available at URL: https://doi.org/10.1007/978-3-030-52063-2

zbMATH Keywords

estimationconfidence intervalsdistributionsANOVAlinear modelsunbiased predictionempirical BLUE (best linear unbiased estimation) and BLUP (best linear unbiased prediction)inference for estimable and predictable functionsinference for variance-covariance parametersinverse and solution to systems of linear equations

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05) Nonparametric tolerance and confidence regions (62G15) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Theory of matrix inversion and generalized inverses (15A09) Analysis of variance and covariance (ANOVA) (62J10) Vector spaces, linear dependence, rank, lineability (15A03) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to linear algebra (15-01)

Related Items (1)

Comment on “On the Power of the F-test for Hypotheses in a Linear Model,” by Griffiths and Hill (2022)

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