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Descriptive Stats
Describes what the data has to say
Inferential Stats
Lets us make use of samples and infer something about populations
Population
Set of all individuals intersted in a particular study
Parameter
value that describes a sample
Sample
subset of a population that is to be studied, should be representative of the population
Sampling error
Assumption that a sample is equivalent ot a popilation
T or F: Samples naturally oversitmate and underestimate characteristics
T, leads to sampling error
Measurement
Act of assigning a number/numeral to an attribute or property of an object, organism or event according to specific rules
What are the 4 scales of measurment
Nominal, Ordinal, Interval, Ratio
Nominal scale of measurement
Measures categories of something that are discriminable (one is not better/higher than another), deals with qualitative data
Ordinal scale of measurement
Measure and tells us the relative order of categories in comparison to one another but without equal distance between them
What is a common example of an ordinal scale of measurment
Likert scale
Likert Scale
When one is asked how satisfied they are on a scale of one to typically 7
T or F: Likert scales can sometimes be interval
T, only when the scale is standardized (e.g. with an intelligence likert scale)
Interval scale of measurement
Measures how much more of something there is, meaning that each value has equal distance between balies but has an arbitrary zero
What is a common example of an interval scale of measurment
temperature in degrees of fahrenheit celcius
Ratio scale of measurement
Measures proportion of values to each other, has equal intervals between numbers and a meaningful zero
How many decimal places should one compute with and how many should they round to in their final answer
Compute: 4-6 decimal places
Final Answer: 2 significant figures beyond the original value
How many decimal places should proportions be reported to
3-4 decimal places
Numeral
Graphic symbol used as a classification, code or label, had a qualitative interpretation
Number
numeral that has a quantitative interpretation
Datum
single observed value (X0)
Data
Multiple observed values, can be continuous or discrete
Continuous number
Infinte number of possible values fall between any two observed values
Real limits
boundaries of intervals for scores that are represented on a continuous number line, have an upper and lower real limit (e.g. weight of 150 lb would have a limit of 149.5 - 150.5 lb)
Discrete number
Separate, indivisible categories with no possible values between units in a scale
Discrete continuum
When contious data is taken as discrete
What is an example of a discrete continuum
How one’s final grade in a class is grade but throughout the year it is given as a percentage
Independent variable
AKA predictor, the features of a study that are used to explain or explore the participants behaviour, can be manipulated or measured
Dependent variable
AKA criterion, the characteristic that is being predicted or the behaviour of participants that is being observed
What are the 4 different types of dependent variables?
Behavioural: participants behaviour
Attitudinal: participants feelings towards a topic
Cognitive: participants mental ability, thoughts and beliefs
Physiological: biological characteristics