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Scatter plot shows
the relationship between 2 numerical variables
the _____ variable is on the x-axis and the _____ variable is on the y-axis
explanatory; responde
If there is a relationship the dots will
form a cluster (typically linear)
if the dots on a scatter plot go from bottom left to upper right it is a _______ relationship
positive relationship
if the dots on a scatter plot goes from upper left to bottom right the relationship is a _________ relationship
negative relationship
the ______ the relationship, the more tight the dots will be on a scatter plot
stronger
curvilinear scatter plots are
non-linear
What is correlation coefficient (r)?
measures the strength of the relationship
correlation coefficient (r) range from
-1 to 1
correlation coefficient (r) values closer to ____ have stronger association
1
Correlation coefficients (r) of -1 or 1 never really exist unless
variables measure the exact same thing (ex. height in inches and cm)
correlation coefficients (r) underestimate the relationship if the relationship is _________
curvilinear
correlation coefficient (r) is strongly influenced by
outliers
correlation does not imply _____
causation
the regression line y = a + bx, b is the
slope
the regression line is y=a+bx, a is the
y-axis intercept (where x=0)
the residual is
the distance between the regression line and a particular individual
heteroscedasity is
when we see greater residuals at one end of the range
probability distribution with desecrate outcomes can be shown with ___
a table or bar graph
what do pdf stand for?
probability density function
probability density function shows
probabilities of ranges of possible outcomes of an event
P hat is the proportion
of times an outcome occurs
p hat n is
the number of outcomes in n trials
the law of large numbers states
as n trails increases, p hat gets closer to the true probability of p
probability ranges from
0 to 1
one important pdf is
normal distribution

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