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EdD Statistics Vocabulary
EdD Statistics Vocabulary
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1
Effect size is typically calculated as what?
p value
Cohen's d
Degrees of freedom (df)
z test
2
The square of the standard deviation is called ____.
Spread
Frequency
Range
Variance
3
Definition: The quality of distribution that determines how flat or peaked the curve is.
Kurtosis
Spread
Skewness
Deviation
4
An average expressed as the midpoint in a set of values is the _____.
mode
median
variable
mean
5
The difference between the higest and the lowest score in a distribution is the _____.
mode
range
variance
standard deviation
6
Definition: Values that organize and describe the characteristics of a collection of data, sometimes called a data set.
Descriptive Statistics
Measures of Central Tendency
Measures of Validation
Inferential Statistics
7
This type of hypothesis predicts that there
will
be a change.
Null hypothesis
Research hypothesis
Hypothesis Naught
Alternative hypothesis
8
The image below demonstrates what type of kurtosis?
Platykurtic
Leptokurtic
9
Definition: Scores in a distribution that are noticeably much more extreme than the majority of scores.
skews
divergents
intervals
outliers
10
A one-tailed test reflects a directional hypothesis.
True
False
11
Definition: A quality of the normal curve where the tails never touch the horizontal axis.
Asymmetrical
Asymptomatic
Asymptotic
Asymbiosis
12
Definition: The best estimate of the range of a population value given the sample value.
Confidence interval
Optimal interval
Statistical interval
Population interval
13
When you reject a null hyptohesis that is true, you are committing a ______ .
Statistical sin
Type I error
Hypothetical error
Type II error
14
When you accept a null hypothesis that is false, you are committing a ______ .
Hypothetical error
Type I error
Statistical sin
Type II error
15
Definition: A continuous scale measurement that has equal intervals and a zero scale.
interval
ratio
ordinal
nominal
16
Which quantitative research design is the only one where causation can be inferred and substantiated?
quasi-experimental
correlational
experimental
causal-comparative
17
Definition: A measure of whether the data are heavy-tailed or light-tailed relative to a normal distribution.
Frequency
Kurtosis
Skewness
Probability
18
What are the measures of central tendency?
width, heighth, depth
range, standard deviation, variance
mean, median, standard deviation
mean, median, mode
19
A subset of a population is called a _______.
data set
sample
group
variable
20
For statistics, a collection of data is called a _________.
information
statistic
data set
database
21
A record of an observation or event such as a test score, a grade in math class, or response time is called _____.
Data
Information
Null Hypothesis
Statistic
22
Definition: How much scores differ from one another or the amount of spread in a set of scores.
data set
range
variability
standard deviation
23
An average expressed as the most frequently occuring score is the _____.
variable
mean
mode
median
24
What are the different types of scales of measurement?
nominal, ordinal, interval, ratio
range, standard deviation, variance
Mean, median, mode
dependent variables
25
Definition: The value from a statistical test result that is necessary to reject the null hypothesis.
Critical value
Statistic value
Obtained value
Normal value
26
When scores are distributed symetrically across the mean, median, and mode they form a ______ curve.
C-shaped
S-shaped
Abnormal (skew-shaped)
Normal (bell-shaped)
27
A two-tailed test reflects a directional hypothesis.
False
True
28
Definition: A categorical measurement that has logical ranking or levels.
nominal
ratio
interval
ordinal
29
The image below demonstrates what type of skewness?
Negative skewness
Positive skewness
30
An average calculated by summing values and dividing that sum by the number of values is the _____.
mean
variable
mode
median
31
The image below demonstrates what type of skewness?
Negative skewness
Positive skewness
32
The most representative score in a set of scores is the _______.
mean
average
mode
median
33
Definition: Tools that are used to infer characteristics of a population based on data from a sample of that population.
Data Set
Inferential Statistics
SPSS
Descriptive Statistics
34
This type of hypothesis says things will be neutral, equal, or stay the same.
Research hypothesis
Null hypothesis
Hypothesis One
Alternative hypothesis
35
Definition: The average amount of variability in a set of scores.
variance
standard deviation
skew
mean
36
Observing natural occurences without directly interferring to explore relationships between varibales is _____ research.
experimental
causal-comparative
quasi-experimental
correlational
37
The middle 50% of a spread of scores is the ______.
skew
interquartile range
median
range
38
Definition: A continuous scale measurement that has equal intervals but no zero.
interval
ordinal
ratio
nominal
39
Definition: A set of tools and techniques used to describe, organize, and interpret information or data.
Statistics
Hypothesis
Measures of Validation
Measures of Central Tendency
40
Definition: An adjusted raw score for standardization.
T-score
P-value
Z-score
C-value
41
The measure of the magnitude of difference between two groups is called ______.
Spread
Effect size
Standard deviation
Distribution
42
The image below demonstrates what type of kurtosis?
Platykurtic
Leptokurtic
43
Definition: A distribution, caused by outliers, that defines the disproportionate frequency of certain scores
standard deviation
skew
variance
variability
44
Definition: A categorical measurement that has words and no logical order.
ordinal
ratio
interval
nominal
45
Which is NOT a type of quantitative research?
causal-comparative
phenomenological
quasi-experimental
correlational
46
The quality of distribution when the frequencies of certain scores are disproportionate is called ______.
Triangulation
Outlier data
Skewness
Standard error
47
Comparing already existing groups
with researcher intervention
to explore differences is _____ research.
quasi-experimental
experimental
correlational
causal-comparative
48
Research that involves randomly assigned groups (control and test) and researcher intervention is ______ research.
quasi-experimental
experimental
causal-comparative
correlational
49
Which visual would be used to represent frequency distribution?
pie chart
plot graph
histogram
bar chart
50
Comparing already existing groups
without intervention by researchers
to explore differences is _______ research.
correlational
causal-comparative
experimental
quasi-experimental