Course Archives Theoretical Statistics and Mathematics Unit | |||||||||||||||||||||||||||||||||||||||||||||
Course: Statistics III Level: Undergraduate Time: Currently not offered | |||||||||||||||||||||||||||||||||||||||||||||
Syllabus Past Exams Syllabus: Multivariate normal distribution, Transformations and quadratic forms; Review of matrix algebra involving projection matrices and matrix decompositions; Linear models; Regression and Analysis of variance; General linear model, Matrix formulation, Estimation in linear model, Gauss-Markov theorem, Estimation of error variance, Testing in the linear model, Regression, Partial and multiple correlations, Analysis of variance, Multiple comparisons; Stepwise regression, Regression diagnostics. Reference Texts: 1. Sanford Weisberg: Applied Linear Regression 2. C R Rao: Linear Statistical Inference and Its Applications 3. George A F Seber and Alan J Lee: Linear Regression Analysis Evaluation:
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[ Semester Schedule ][ SMU ] [Indian Statistical Institute] |