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Research Methods
Exam 3 - Chapter 9
21
Psychology
Undergraduate 3
03/21/2011

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Term
positive correlation
Definition
a relationship between variables X and Y such that a high score for X is associated with a high score for Y and a low score for X is associated with a low score for Y
Term
negative correlation
Definition
a relationship between variables X and Y such that a high score for X is associated with a low score for Y and a low score for X is associated with a high score for Y
Term
Pearson's r
Definition
measure of the size of a correlation between 2 variables, ranges from a perfect positive correlation of 1 to a perfect negative correlation of
- 1 if r = 0 then no relationship exists between the variables
Term
scatterplot
Definition
a graph depicting the relationship shown by a correlation
Term
restricting the range
Definition
occurs in a correlational study when only a limited range of scores for one or both of the variables is used, range restrictions tend to lower correlations
Term
coefficient of determination (r2)
Definition
for 2 correlated factors, the proportion of variance in one factor that can be attributed to the second factor, found by squaring Pearson's r
Term
regression analysis
Definition
in correlational research knowing the size of a correlation and a value for variable X it is possible to predict a value for variable Y, occurs through a regression analysis
Term
regression line
Definition
summarizes the points of a scatterplot and provides the means for making predictions
Term
directionality problem
Definition
in correlational research this refers to the fact that for a correlation between variable X and Y it is possible that X is causing Y but it is also possible that Y is causing X
Term
cross lagged panel correlation
Definition
refers to a type of correlational research designed to deal with the directionality problem, if variables X and Y are measured at 2 different times and if X precedes Y then X might cause Y but Y cannot cause X
Term
third variable problem
Definition
refers to the problem of drawing causal conclusions in correlational research, third variables are any uncontrolled factors that underline a correlation between variables X and Y
Term
partial correlation
Definition
a multivariate statistical procedure for evaluating the effects of third variables if the correlation between X and Y remains high, even after some third factor Z has been "partialed out" then Z can be eliminated as a third variable
Term
split half reliability
Definition
a form of reliability in which one half of the terms on a test are correlated with the remaining items
Term
test- retest reliability
Definition
a form of reliability in which a test is administered on two separate occasions and then correlation between them is calculated
Term
criterion validity
Definition
form of validity in which a psychological measure is able to predict some future behavior or is meaningfully related to some other measure
Term
intraclass correlation
Definition
a form of correlation used when pairs of scores do not come from the same individual, as when correlations are calculated for pairs or twins
Term
bivariate
Definition
any statistical analysis investigating the relationship between 2 variables
Term
multivariate
Definition
any statistical analysis investigating the relationships among more than 2 variables
Term
multiple regression
Definition
a multivariate analysis that includes a criterion variable and 2 or more predictor variables, the predictors will have different weights
Term
factor analysis
Definition
a multivariate analysis in which a large number of variables are intercorrelated variables that correlate highly with each other form factors
Term
correlation matrix
Definition
a table that summarizes a series of correlations among several variables
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