Exam 16: Understanding Relationships Numerical

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The degrees of freedom associated with the estimated standard deviation,se , is n - 1.

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The simple linear regression model is a deterministic model.

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The general form of a probabilistic model is y = deterministic function of x+ random deviation.

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A deterministic relationship between variables x and y is one in which thevalue of y is completely determined by the value of x.

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In the simple linear regression model, the error distribution is assumed tobe a t distribution.

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In the simple linear regression model, the value of In the simple linear regression model, the value of   depends on thevalue of x. depends on thevalue of x.

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The mean value of the statistic b is ?.

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What are the four "Basic Assumptions" of the simple linear regression model?

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The estimated standard deviation, se , can be thought of as a typicaldeviation from the least squares regression line.

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A residual plot with spread increasing from left to right suggests that thevariance of y is not the same at each x value.

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Either residuals or standardized residuals can be used when checkingassumptions associated with the linear model.

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