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Psych 241 Final Exam
Material from exams 1-3
53
Psychology
Undergraduate 2
12/12/2008

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Term
Variable
Definition
Something that when measured, has no fixed value.
Term
Correlational Method
Definition
Method where the degree of relationship between at least 2 variables is assessed.
Term
Experimental Method
Definition
Research method that allows a researcher to establish a cause and effect relationship through manipulation of a variable and control of the situation.
Term
Independent Variable
Definition
Variable manipulated by researcher. Cause.
Term
Dependent variable
Definition
Variable measured by researcher. Effect.
Term
Operational definition
Definition
Definition of a variable in terms of the operations a researcher uses to measure or manipulate it.
Term
Descriptive statistics
Definition
Stats used to describe/summarize characteristics of a set of scores.
Term
Inferential statistics
Definition
Procedures for drawing conclusions about a population based on data collected from a sample.
Term
4 measurement scales:
Definition
Nominal
Ordinal
Interval
Ratio
Term
Nominal
Definition
Measure of variables that are categorical in nature. Using #'s as arbitrary labels. Ex: 1 = male, 2 = female.
Term
Ordinal
Definition
Measuring a quantity in rank order
Term
Interval
Definition
Measured on a scale with equally sized intervals.
No true zero point
Term
Ratio
Definition
Height, weight, length, time, income.
True zero point
Term
Discrete scales
Definition
Exist in "whole units" Ex: Family size income, gender. Numbers must eventually stop.
Term
Continuous scales
Definition
Exist theoretically. Age, time, height, weight.
Term
Quantitative variables
Definition
Variable for which the scores represent a change in quantity.
Histograms
Term
Qualitative variables
Definition
categorical variable for which each value represents a category. Bar graph
Term
Symmetrical Distributions
Definition
All normal distributions are symmetrical, but not all symmetrical distributions are normal.
Term
Normal distributions
Definition
Theoretical frequency distributions with the following characteristics: Unimodal, symmetrical, identical values for mean, median mode, bell shaped. Normal distributions are the normal curve
Term
Skewed distributions
Definition
Positive and negative. Distribution is not symmetrical.
Term
Kurtosis
Definition
Degree of peakedness vs. flatness
Term
Leptokurtic
Definition
Peaked, taller then normal
Term
Mesokurtic
Definition
Normal
Term
Platykurtic
Definition
Flatter, more spread out.
Term
Measures of central tendency
Definition
Descriptive statistics that summarize a set of scores by determining where the center of a distribution is.
Mean, Median, Mode
Term
Measures of variability
Definition
Descriptive statistics indicating the extend to which the scores in a distribution tend to differ. Measures of "spread"
Term
Standard deviation
Definition
Square root of variance
Term
Biased estimates
Definition
Systematically underestimate the true value of population variance. Misses tend to be in one direction. (Dart board)
Term
Range
Definition
High-Low
Term
IQR
Definition
Defines range of values between the 25th and 75th percentile.
Term
Deviation scores
Definition
Distance each score is from the mean of the set of scores
Term
Empirical rule
Definition
68, 95, 99
Term
Box Plots
Definition
5 number graphical displays.
MIN
25th
Median
75th
Max
Term
Frequency distributions
Definition
tables where all of the scores are listed along with the frequency with which each occurs
Term
Class intervals
Definition
Table where scores are grouped into intervals and listed along with the frequency.
Term
Percentile
Definition
The score at which a given % of the scores in a distribution fall at or are below. Ex: Median is 50% percentile, so 50% of scores are at or below it.
Term
Percentile Rank
Definition
Score that indicates the percentage of people who scored at or below a given raw score
Term
Floor effect
Definition
scores pile up near low end of distribution resulting in a positive skew.
Term
Ceiling effect
Definition
scores pile up near high end of distribution resulting in a negative skew.
Term
Sampling distributions
Definition
Theoretical distributions that give, over all possible samples of size N. In a normal distribution, x bar where the deviations are
Term
Standard error of the mean
Definition
The average amount that the sample means deviate from the population mean. Give indication of accuracy of a sample mean
Term
Estimated standard error of the mean
Definition
Estimate of the standard deviation of the sampling distribution
Term
Null hypothesis
Definition
The "other two" possibilities combine to be the null
Term
Alternative hypothesis
Definition
The researcher's hypothesis
Term
Alpha
Definition
.05
Term
Critical values for z test
Definition
One or two tail. One tail is where direction is predicted and 2 tail is where no direction is predicted. One tail is more powerful.
Term
Characteristics of a t distribution
Definition
When N is small and mean? Is unknown, the sampling distribution of the mean is symmetrical, but wider than normal. Population variance is not known. (single sample) T distribution is a family of curves that differ for each N.
Term
Independent samples t test
Definition
Used for comparing samples means from 2 independent groups of scores. Ex: 10 people in 2 groups. One get placebo, one get drug.
Term
Related (Dependent) samples t test
Definition
Used to compare the means of two related samples of scores. Ex: 10 people in 2 groups. People get both the drug AND the placebo
Term
How to determine critical values for t test
Definition
df = n-1
Term
Tukey's HSD
Definition
Post hoc test procedure when F is significant. HSD= Indicates how much 2 means need to differ from one another to be significantly different.
Term
Eta Squared
Definition
Effect size
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