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Stats Vocab

PSY 2073

TermDefinition
Population Complete collection of all units or elements
Sample Portion of the population selected to represent the whole population
Parameter Numerical quantity, such as an average, that summarizes some characteristic of the population. Population parameters are symbolized by letters from the Greek alphabet
Statistic Numerical quantity, such as an average, that summarizes some characteristic of the sample. Sample statistics are symbolized by letters from the Roman alphabet.
Sampling error Discrepancy, or amount of error, that exists between a sample statistic and the corresponding population parameter
Descriptive statistics Methods for describing or summarizing the characteristics of a set of numbers
Inferential statistics Methods for making valid statements (inferences) about an entire population based on results obtained in a sample
Random sampling Every person in the population has an equal chance of being selected into the sample
Representative sampling Use a decision rule to get an unbiased sample
Cluster sampling Randomly pick locations to study, and then sample intensively in that location
Stratified random sampling Randomly selecting people within "strata" or groups
Convenience sampling A readily available sample of people
Variable Characteristic or condition that changes or has different values for different individuals
Constant Characteristic or condition that does not vary but is the same for every individual
Random assignment Each person in the study has an equal chance of being assigned to each group or condition of the study
What can impact external validity of a study? Random sampling
What can impact internal validity of a study? Random assignment
Nominal measurement Observations are labeled and categorized, not numeric
Ordinal measurement Consists of ranking observations in terms of size or magnitude
Interval measurement Equal intervals between numbers reflect equal differences in magnitude, but there is no absolute zero point
Ratio measurement Equal intervals plus an absolute zero point
Dichotomous variable Variable described and assessed with respect to 2 categories
Categorical variables Variable described and assessed with respect to 3-10 categories
Continuous variable Variable described and assessed with respect to 10 or more categories
Created by: juangon
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