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Independent Variable

Ordinal Data

Correlational Research

Types of Univariate Research

Interval Data

Type 1 Error

Type 2 Error

Nominal Data

Dependent Variable

Ratio Data

Bell Shaped Curve

When you say the null hypothesis is false when it is actually true. “False Alarm!”

variable being manipulated by the experimenter

number used to convey rank. Examples: winner of race; top-40; class ranks.

Failing to reject the null hypothesis when, in fact, it is false. A “missed opportunity”

number is used to label or identify. Examples: jersey number; male/female; social security number

1. Characterize the study sample 2. Characterize a problem or phenomenon 3. Document incidence/prevalence 4. Establish norms 5. Document developmental phenomena 6. Document case studies

constant intervals with an absolute zero. Examples: height; weight; Kelvin scale.

Equal intervals between data in a set. Examples: temperature; GRE scores; IQ scores.

variable that changes as a result of manipulation

Aims to demonstrate/measure relationships (not experimental)