MA180 Ch10 Reading Quiz

7 September 2022
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question
when determining whether there is a correlation between two variables, one should use a _______ to explore the data visually
answer
scatterplot
question
which of the following statements about correlation is true? -we say there is a positive correlation between x and y if there is no distinct pattern in the scatterplot -we say that there is a positive correlation between x and y if the x-values increase as the corresponding y-values increase -we say that there is a positive correlation between x and y if the x-vales increase as the corresponding y-values decrease -we say that there is a negative correlation between x and y if the x-values increase as the corresponding y-values increase
answer
we say that there is a positive correlation between x and y if the x-values increase as the corresponding y values increase
question
the _________ measures the strength of the linear correlation between the paired quantitative x- and y-values in a sample
answer
linear correlation coefficient r
question
which of the following is NOT a requirement in determining whether there is a linear correlation between two variables -a scatterplot should visually show a straight-line pattern -any outliers must be removed if they are know to be errors -the sample of paired data is a simple random sample of quantitative data -if r>1, then there is a positive linear correlation
answer
if r>1, then there is a positive linear correlation
question
which of the following is NOT a property of linear correlation coefficient r? -the value of r is always between -1 and 1 inclusive -the value of r measures the strength of a linear relationship -the value of r is not affected by the choice of x or y -the linear correlation coefficient r is robust. That is, a single outlier will not affect the value of r
answer
the linear correlation r is robust. That is, a single outlier will not affect the value of r
question
which of the following is NOT one of the three common errors involving correlation -the use of data on averages - the conclusion that correlation implies causality -correlation does not imply causality -mistaking no linear correlation with no correlation
answer
correlation does not imply causality
question
given a collection of paired sample data, the _________________ y (hat)= b0+b1x algebraically describes the relationship between the two variables, x and y
answer
regression equation
question
which of the following is not equivalent to the other three -independent variable -explanatory variable -predictor value -dependent variable
answer
dependent variable
question
when making predictions based on regression lines, which of the following is not as a consideration -if the regression equation does not appear to be useful for making predictions, the best predicted value of a variable is its point estimate - use the regression for predictions only if the linear correlation coefficient r indicates that there is a linear correlation between the points reasonably well -use the regression equation for predictions only if the graph of the regression line on the scatterplot confirms that the regression line fits the points reasonably well -us the regression line for predictions only if the data go beyond the scope of the available sample data
answer
use the regression line for predictions only if the data go far beyond the scope of the sample data
question
in a scatterplot, a(n) __________ is a point far away from the other data points
answer
outlier
question
for a pair of sample x- and y-values, the ___________ is the difference between the observed sample value of y and the y-vale that is predicted by using the regression equation
answer
residual
question
a straight line satisfies the ______________________ if the sum of the squares of the residuals is the smallest sum possible
answer
least- squares property
question
the coefficient of determination, r squared, is the amount of variation in ___ that is explained by the regression line
answer
y
question
a __________________ is an interval estimate of a predicted value of y
answer
prediction interval
question
the _______ deviations is the vertical distance y(hat)- y(bar), which is the distance between the predicted y-value and the horizontal line passing through the sample mean y (bar)
answer
explained