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Question

Refer to the Development Psychology (Mar. 2003) study of the behavior of elementary school children. The researchers used a quadratic equation to model the level (y) of aggressive fantasies experienced by a child as. a function of the child's age (x). [Note: Level y was measured as an average of responses to six questions (e.g., "Do you sometimes have daydreams about hitting or hurting someone you don't like?"). Responses were measured on a scale ranging from 1 (never) to 5 (always).] a. Write the equation of the hypothesized model for E(y). b. Research psychologists theorized that a child's aggressive fantasies increase with age but at a slower rate of acceleration in older children. Sketch the curve hypothesized by the researchers. c. Set up H0H_0 and HaH_a for testing the researchers' theory. d. The model was fitted to data collected for over 11,000 elementary school children, with the following results: y^=1.926+.097x.003x2\hat{y}=1.926+.097 x-.003 x^{2}, standard error of β^2=.001\hat{\beta}_{2}=.001. Compute the test statistic for the test you set up in part c. e. Use the result you found in part d to make the appropriate conclusion. Take α=.05\alpha=.05.

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Given:

y=Level of aggressive fantasiesx=Ageα=Significance level=0.05\begin{align*} y&=\text{Level of aggressive fantasies} \\ x&=\text{Age} \\ \alpha&=\text{Significance level}=0.05 \end{align*}

(a) The hypothesized model for E(y)E(y) is a quadratic model relating E(y)E(y) to xx.

This then implies that the model for E(y)E(y) contains the linear term xx and the quadratic term x2x^2.

E(y)=β0+β1x+β2x2E(y)=\beta_0+\beta_1x+\beta_2x^2

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