WorksheetsPsychological Statistics
Total questions: 78
Worksheet time: 3hrs 40mins
It refers to a range of techniques and procedures for analyzing, interpreting, displaying, and making decisions based on data.
Mathematics
Graphs
Statistics
Comparing Distributions
is simply a characteristic or feature of the thing we are interested in understanding.
Statistics
Sample
population
variable
Is the variable is manipulated by the experimenter. (small letters)
(a)
A variable that can be measured.(small)
(a)
Two basic divisions of statistics are
inferential and descriptive.
population and sample.
sampling and scaling.
mean and median.
are those that express a qualitative attribute such as hair color, eye color, religion, favorite movie, gender, and so on.
(a)
are those variables that are measured in terms of numbers.
(a)
Check that apply Descriptive statistics
allow random assignment to experimental conditions.
use data from a sample to answer questions about a population.
summarize and describe data.
allow you to generalize beyond the data at hand.
do not imply any ordering among the responses.
Nominal
Ordinal
Interval
Ratio
It is an interval scale with the additional property that its zero position indicates the absence of the quantity being measured.
Nominal
Ordinal
Interval
Ratio
allow comparisons of the degree to which two subjects possess the dependent variable
Nominal
Ordinal
Interval
Ratio
numerical scales in which intervals have the same interpretation throughout.
Nominal
Ordinal
Interval
Ratio
Which of the following is qualitative variables?
height measured in number of feet
gender
number of days it snowed
weight measured in number of pounds
hair color
In a study of the effect of handedness on athletic ability, participants were divided into three groups: right-handed, left-handed, and ambidextrous. Athletic ability was measured on a 12-point scale. The independent variable is _________; the number of levels of the independent variable is _______.
athletic ability; three
athletic ability; twelve
handedness; three
handedness; twelve
For the scores 3, 5, 7, 9, 12, 21, 25, 30, calculate the 25th percentile based on "Definition 3."
(a)
requires every member of the population to have an equal chance of being selected into the sample.
(a)
quickly gather data and get a general idea of how things work before fully investing a lot of time and money into well-designed research projects with proper sampling
Stratified Sampling
Inferential Sampling
Descriptive Sampling
Convenience Sampling
This research design involves observing things as they occur naturally and recording our observations as data.
experimental design
quasi-experimental design
non-experimental design
qualitative design
This research design is defined by the use of random assignment to treatment conditions and manipulation of the independent variable.
experimental design
quasi-experimental design
correlational research
quantitative design
This research involves manipulating the independent variable but not randomly assigning people to groups.
experimental design
quasi-experimental design
non-experimental design
correlational research
Identify the scale of measurement for the following: military title -- Lieutenant, Captain, Major.
Nominal
Ordinal
Interval
Ratio
Identify the scale of measurement for the following categorization of clothing: hat, shirt, shoes, pants
Nominal
Ordinal
Interval
Ratio
Identify the scale of measurement for the following: heat measured in degrees centigrade.
Nominal
Ordinal
Interval
Ratio
A score on a 5-point quiz measuring knowledge of algebra is an example of a(n)
Nominal
Ordinal
Interval
Ratio
City of birth is an example of a(n)
Nominal
Ordinal
Interval
Ratio
Enumerate the graph distributions that we can use in qualitative variables.
(just use "," to separate your answers).
(a)
Enumerate the graphing distributions for quantitative variables.
(a)
A frequency distribution contains the frequency of every value in the distribution.
True
False
A symmetric distribution
has equal positive and negative skews.
has no skew.
can have either positive or negative skew, but not both.
The following distribution has
positive skew
negative skew
no skew
Compute
(a)
Compute
(a)
Which of the following is the Upper Hinge?
(capital letter)
(a)
Which of the following is the Median?
E
F
D
G
The letter C is?
Upper Hinge
Inner Fence
Upper Adjacent
H-Spread
The H-Spread is?
C-H
D-G
E-F
H-Spread
for what formula is this?
Population variance
Population deviation
Sample variance
Sample deviation
what formula is this?
Population variance
Population deviation
Sample variance
sample deviation
what formula is this?
Population variance
Population deviation
Sample variance
sample deviation
what formula is this?
Population variance
Population deviation
Sample variance
sample deviation
the process of collecting data in a systematic manner, examining those data, and making inferences from them
Operational definition
Statistics
Case study
Variable
any measurable characteristic of a person, environment, or experimental treatment that varies from person to person, environment to environment, or experimental situation to experimental situation
Independent variable
Dependent variable
variable
data
a number that represents a construct that does not change
constant
construct
dependent variable
independent variable
an outcome of interest (e.g., some aspect of behavior) that is observed and measured by a researcher to assess the effects of the independent variable.
constant
construct
dependent variable
independent variable
- the variable that an experimenter uses to describe or explain the differences in the dependent variable or to cause changes in the dependent variable.
constant
construct
dependent variable
independent variable
- the variable that an experimenter uses to describe or explain the differences in the dependent variable or to cause changes in the dependent variable.
Subject Variable
Manipulated or Experimental Variable
Data
Data Set
the type that the experimenter systematically controls or manipulates and to which the subjects are assigned.
Subject Variable
Manipulated or Experimental Variable
Data
Data Set
numbers or measurements that are collected as a result of observations.
Subject Variable
Manipulated or Experimental Variable
Data
Data Set
- a collection of measurements or observations
Subject Variable
Manipulated or Experimental Variable
Data
Data Set
a complete set of individuals, objects, or measurements having some common observable characteristic.
Population
Sample
Parameter
Statistic
a subset of a population that shares the same characteristics as the population.
Population
Sample
Parameter
Statistic
a number resulting from the manipulation of sample data according to certain specified procedures;
Population
Sample
Parameter
Statistic
- a value summarizing a measurable characteristic of a total population that is estimated based on the value of a statistic
Population
Sample
Parameter
Statistic
a subset of a population selected in such a way that each member of the population has an equal an independent opportunity to be selected.
Random Assignment
Simple Random Sample
Samplibg Error
Margin Error
assigning subjects to different treatment conditions in such a way that each subject has an equal and independent opportunity to be placed in each treatment condition
Random Assignment
Simple Random Sample
Samplibg Error
Margin Error
is the naturally occurring discrepancy, or error, that exists between a sample statistic and the corresponding population parameter.
Random Assignment
Simple Random Sample
Samplibg Error
Margin Error
selection of the samples based on the convenience of the researcher.
Convenience Sampling
Purposive Sampling
Quota Sampling
Snow
the selection of the sample is based on the selective judgment of the researcher
Convenience Sampling
Purposive Sampling
Quota Sampling
Snow
The researcher identifies population sections or strata and decides how many participants are required from each section.
Convenience Sampling
Purposive Sampling
Quota Sampling
Snowball sampling
a technique wherein initial sample members are asked to refer other people who meet the criteria required by the researcher.
Convenience Sampling
Purposive Sampling
Quota Sampling
Snowball sampling
most basic probability sampling technique.
Simple Random Sampling
Systematic Sampling
Interval Sampling
Stratified Sampling
- a process of selecting the kth element in the population until the desired number of samples is attained.
Simple Random Sampling
Systematic Sampling
Interval Sampling
Stratified Sampling
standard distance between element chosen for the sample.
Simple Random Sampling
Systematic Sampling
Interval Sampling
Stratified Sampling
the population is divided into subgroups or strata. After the stratification, an appropriate number of elements are selected from each stratum randomly.
Simple Random Sampling
Systematic Sampling
Cluster Sampling
Stratified Sampling
– is a method of selecting cluster from a population that is large and widely dispersed over a wide geographical area.
Simple Random Sampling
Systematic Sampling
Cluster Sampling
Stratified Sampling
- a set of statistical procedures used to organize, summarize, and present the data collected in a research project.
Descriptive Statistics
Inferential Statistics
Discrete Variable
Continuous Variable
- a collection of statistical procedures that allow one to make generalizations about population parameters based on sample statistics,
Descriptive Statistics
Inferential Statistics
Discrete Variable
Continuous Variable
consists of separate, divisible categories. No values can exist between two neighboring categories.
Descriptive Statistics
Inferential Statistics
Discrete Variable
Continuous Variable
- there are an infinite number of possible values that fall between any two observed values.
Descriptive Statistics
Inferential Statistics
Discrete Variable
Continuous Variable
Boundaries of intervals for scores that are represented on a continuous number line.
Real Limits
Range
Relative frequency
Upper Limit
consists of a set of categories that have different names
Nominal
Ordinal
Interval
Ratio
consists of a set of categories that are organized in an ordered sequence.
Nominal
Ordinal
Interval
Ratio
-consists of ordered categories that are all data of exactly the same size.
Nominal
Ordinal
Interval
Ratio
- is an interval scale with the additional feature of an absolute zero points.
Nominal
Ordinal
Interval
Ratio
is a statistical measure to determine a single score that defines the center of a distribution.
Central Tendency
Mean
Median
Mode
- also known as the arithmetic average is computed by adding all the scores in the distribution and dividing by the number of scores.
Central Tendency
Mean
Median
Mode
is the midpoint of the list if the scores in a distribution are listed in order from smallest to largest.
Central Tendency
Mean
Median
Mode
- is the score or category that has the greatest frequency in a distribution.
Central Tendency
Mean
Median
Mode
