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Met 2212 Multivariate Statistics

Met 2212 Multivariate Statistics. Ulf H. Olsson Professor of Statistics. Multivariate Statistics. 1) Examining relationships with respect to a single variable Univariate Analysis Univariate Distributions 2) Examining relationships with respect to two or more variables simultaneously

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Met 2212 Multivariate Statistics

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  1. Met 2212Multivariate Statistics Ulf H. Olsson Professor of Statistics

  2. Multivariate Statistics • 1) Examining relationships with respect to a single variable • Univariate Analysis • Univariate Distributions • 2) Examining relationships with respect to two or more variables simultaneously • Multivariate Analysis • Multivariate Distributions Ulf H. Olsson

  3. Bivariate normal distribution Ulf H. Olsson

  4. Regression Analysis Ulf H. Olsson

  5. Factor Analysis Ulf H. Olsson

  6. Structure Equation Modeling Ulf H. Olsson

  7. Regression Models • All variables, both ys and xs, are directly observed Ulf H. Olsson

  8. Factor Models • Observed variables are ”linked” to latent variables (factors) Ulf H. Olsson

  9. Structural Equation Models • Regression models where all variables are latent (factors) Ulf H. Olsson

  10. STATISTICAL SYMBOLS - NOTATION Ulf H. Olsson

  11. STATISTICAL SYMBOLS - NOTATION Ulf H. Olsson

  12. STATISTICAL SYMBOLS - NOTATION Ulf H. Olsson

  13. STATISTICAL SYMBOLS - NOTATION Ulf H. Olsson

  14. True Process Empirical Domain Theoretical Domain Ulf H. Olsson

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