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Experimental Design
Exam 1
64
Psychology
Graduate
02/14/2009

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Term
Alpha
Definition
Finding a false effect, probability of a type I error
Term
Beta
Definition
Not finding an effect when there is an effect, probability of a type II error.
Term
Between subjects design
Definition
Each participant performs in only one of the conditions
Term
Biased estimate
Definition
Statistic does not equal the parameter, a statistic which violates assumptions of the model.
Term
Confidence interval
Definition
Where we expect our population parameter to lie
Term
Correlation
Definition
A relationship between two variables or constructs
Term
Correlational
Definition
Not to establish causality
Term
Critical value
Definition
Minimum size of a significant effect
Term
Degrees of freedom
Definition
The minimum number of scores that are theoretically free to vary until they must be fixed.
Term
Dependent variable
Definition
The variables that changes due to influence of the independent variables
Term
Disordinal interaction
Definition
An interaction for which the lines are not parallel, group differences reverse the signs and the lines cross
Term
Effect size
Definition
How big the difference is
Term
Effect variance
Definition
Amount of variability explained by systematic group differences.
Term
Endogenous variable
Definition
Similar to DV but can have characteristics of IVs, but may also be caused by another effect. It can be affected or affect another variable.
Term
Error variance
Definition
Differences in scores that cannot be accounted for
Term
Exogenous variable
Definition
IVs not being caused by another variable, but can have a relationship.
Term
F-ratio
Definition
Ms effect/ Ms Error
Term
General Linear Model
Definition
System of assessing all linear variables at once
Term
Homogeneity
Definition
Sameness in variability
Term
Hypothesis testing
Definition
Testing predictions developed based on theoretical findings through the use of systematic empiricism
Term
Independent variable
Definition
Manipulated variable
Term
Interaction
Definition
Effects of IV on DV depend on level of another IV.
Term
Kurtosis
Definition
Skinny or fat
Term
Level of significance
Definition
How likely our statistic has occurred by chance
Term
Main effect
Definition
An effect of one independent variable on the dependent variable
Term
Mediation
Definition
The variable that explains why an effect occurred
Term
Mixed design
Definition
A design with between and within subjects factors
Term
Moderation
Definition
The variable that explains when, where and for whom does the effect occur. Talking about interactions.
Term
Null hypothesis
Definition
Statement that says there is no effect
Term
Ordinal interaction
Definition
Non-parallel lines with interaction where the lines don’t cross
Term
P-value
Definition
The effect is not due to chance
Term
Reliability
Definition
The degree that the measure measures one thing
Term
Research hypothesis
Definition
What the researcher predicts
Term
Robustness
Definition
Stands up to violations of the model
Term
Sampling distribution
Definition
Distribution of statistics
Term
Skewness
Definition
Do the scores clump on extremes
Term
Standard deviation
Definition
How much the scores vary
Term
Statistical power
Definition
How likely you are to find a real effect
Term
Statistically significant
Definition
Not by chance
Term
Type I error
Definition
Finding a false effect
Term
Type II error
Definition
Missing a true effect
Term
Validity
Definition
Measuring what you think you’re measuring
Term
Variance
Definition
How much scores vary
Term
Within-subjects design
Definition
When participants participate in all conditions
Term
Classes of IVs
Definition
*Biological Events (hunger) **environmental conditions (aspects of an experimental setting) ***heredity factors (baseline hormone levels, some disabilities) ****Previous training or experience (having taken a quant methods course) *****Maturity (age, social maturity)
Term
Classes of DVs
Definition
* Direction of change **amount of change *** Ease with which change is effected
Term
Nominal - Ordinal - Interval - Ratio
Definition
names, characteristics, categories - ranks - can tell how far apart - absolute zero
Term
Stability
Definition
test-retest
Term
Face Validity
Definition
how it looks
Term
convergent validity
Definition
correlates things it is supposed to
Term
discriminant validity
Definition
not confounded with another measure, not correlated with confounding variables
Term
predictive validity
Definition
scores on measures are correlated with later important measures
Term
construct validity
Definition
yes or no, does this measure, measure the construct, determined by other four types of validity
Term
Aristotle's 4 kinds of causes
Definition
*material (the substance from which something results) **formal (the image or idea that gives meaning to the effect) ***efficient (the activating event that is close in space and time to the effect; often the focus of science is on identifying these, behavioral)****final(the objective toward which the effect is focused)
Term
Conditions of Causality
Definition
*covariation rule (a change in a is accompanied by a change in B). **temporal-precedence rule (a must precede b)***internal validity rule (some mechanism can be posited to explain the causal effect of A on B and alternative explanations are ruled out).
Term
HARK-ing
Definition
Hypothesizing after research is known
Term
Distributions
Definition
*normality (bell like with certain proportions of the scores falling within standard deviations) **modality (how many peaks) ***skewness (which way it leans) ****kurtosis (skinny or fat)
Term
Central Limit Theorem
Definition
describes the characteristics of many sampling distributions, the population mean of the sampling distribution is the same as the population of the mean of the scores; the variability of the sampling distribution is less than the variability of the scores; the sampling distribution is approximately normal.
Term
Which error is the biggest error and why?
Definition
A type I error. disproves established theory and research. alters status quo. to deal with this we set the type I error rate at some level.
Term
Factors that influence power
Definition
significance level (alpha); the true difference or relationship between the variables (effect size); sample size (n); population variance; design (and resulting statistical test) used; one or two tails.
Term
Planned analysis
Definition
comparrisons relevant to hypotheses, be able to defend it, increases power, are usually conducted when hypothesis test require only a few groups, conditions, time-points, and/or relationships to be compared, but be done a priori
Term
Omnibus analysis
Definition
compares all possible combinations of variables
Term
General Linear Model (GLM)
Definition
a general analytic strategy by which sets of variables of any type can be used to predict another set of variables of any type
Term
Assumptions of the GLM
Definition
linearity (pairs of variables are assumed to have a linear relationship with each other) -- additivity (the effects of variables in a set are additive in a predictive equation)
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