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Týden 1: Linear model: motivation and definition; Descriptive statistics
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_01.pdf
Týden 2: Linear algebra for Linear models
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_02.pdf
Týden 3: (Multivariate) normal distribution
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_03.pdf
Týden 4: Multivariate normal distribution
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_03.pdf
Týden 5: Multivariate normal distribution
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_03.pdf
Týden 6: Linear model
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_05.pdf
Týden 7: Normal linear model
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_06.pdf
Týden 8: Bonus midterm exam
Týden 9: Inference in normal linear model
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_07.pdf
Týden 10: Model selection
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_08.pdf
Týden 11: Model diagnostics
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_09.pdf
Týden 12: Multicollinearity and rank-deficient design matrix
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_10.pdf
Týden 13: Miscellanea
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https://is.muni.cz/el/sci/podzim2019/M5120/um/M5120_11.pdf