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Statements
17 September 1992
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case studies
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solutions
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orthogonal transformations
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projections
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singular value decomposition
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Multiple regression
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general linear model
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Normal equations
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distribution of quadratic forms
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confidence intervals
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confidence regions
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geometry of least squares
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collinearity problem
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variable selection
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qualitative variables
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indicators
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dummy variables
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one way classification model
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two way classification model
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test of equality of several regressions
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analysis of covariance model
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nonnormality
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variance heterogeneity
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nonindependence of random errors
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outliers
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influential data points
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multicollinearity
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diagnostic procedures
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residual plots
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leverage values
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Cook's distances
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transformations
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generalized least squares
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biased regression methods
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principal components regression
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Polynomial regression models
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unbalanced data
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exercises
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tables
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bibliography
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