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In a Study of Reaction Times, the Time to Respond (x)( x )

question 6

Multiple Choice

In a study of reaction times, the time to respond to a visual stimulus (x) ( x ) and the time to respond to an auditory stimulus (y) ( y ) were recorded for each of 6 subjects. Times were measured in thousandths of a second. The results are presented in the following table.
The following MINITAB output describes the fit of a linear model to these data. Assume assumptions of the linear model are satisfied.
The regression equation is
Auditory =240.686515+0.109829= 240.686515 + 0.109829 Visual
 Predictor  Coef  SE Coef  T  P  Constant 240.68651514.27122616.8651610.000073 Visual 0.1098290.0662751.6571590.172829\begin{array} { l l l l l } \text { Predictor } & \text { Coef } & \text { SE Coef } & \text { T } & \text { P } \\ \text { Constant } & 240.686515 & 14.271226 & 16.865161 & 0.000073 \\ \text { Visual } & 0.109829 & 0.066275 & 1.657159 & 0.172829 \end{array}
What is the intercept of the least-squares regression line?


Definitions:

Two-tail Tests

Hypothesis tests that consider extreme values in both tails of the distribution to evaluate the likelihood of observing a relationship by chance in either direction.

Likert Scale

A psychometric scale commonly used in questionnaires to represent people's attitudes, opinions, or perceptions, where responses range from one extreme to another.

Service Quality

The assessment of how well a delivered service conforms to the customer's expectations.

Significance Level

The threshold at which the results of statistical analysis are considered to indicate a statistically significant difference from the null hypothesis.

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