Chap 16: Statistical Measurements Flashcards
(39 cards)
Branch of mathematics used to summarize, organize, present, analyze, and interpret numerical data
STATISTICS
Randomized & uncertainty in observations which may be used to draw inferences about process or populations being studies
INFERENCE STATISTICS
Uses of descriptive statistics
- Frequency distribution
- Graphic presentation
A vital element which can predict a phenomenon based on data leading to theory development
INFERENCE
Statistics intended to describe, show, organize, and summarize numerical data from the population sample
DESCRIPTIVE STATISTICS
Statistical method that can be used to summarize or describe a collection of data
DESCRIPTIVE STATISTICS
Descriptive statistics and inferential statistics together
APPLIED STATISTICS
Data are presented in graphic form to make frequency distribution data readily apparent
GRAPHIC PRESENTATION
Used to describe range, variance, and standard deviation. Identifies distribution of score by stating intervals
MEASURES OF DISPERSION OR VARIATION
The difference between data obtained from a random sampled population and data that would be obtained if an entire population is measured.
Occurs when the sample does not accurately reflect the population
SAMPLING ERROR
Usually assume that an extreme score can occur in either tail of the normal curve
NON-DIRECTIONALHYPOTHESES
Scores are tested from highest to lowest or vice versa
FREQUENCY DISTRIBUTION
Used to describe mean, median, mode. Locates distribution by various points
MEASURES OF CENTRAL TENDENCY
A theoretical frequency distribution based on an infinite number of samples
SAMPLING DISTRIBUTION
Used to describe percentile ranks.
MEASURES OF POSITION
Concerned with measurements for the sample of subjects from the population and compare of the treatment groups to make generalization about the group/subjects
INFERENTIAL STATISTICS
Occurs when samples are not carefully selected as in non-probability sampling
SAMPLING BIAS
A theoretical frequency distribution of all possible values in a population although no real distribution exactly fits normal curve
NORMAL CORVE
The test for directional hypothesis and extreme statistical values that occur on a single tail
ONE-TAILED TEST OF SIGNFICANCE
According to this theory, 2 types of errors can occur when a researcher is deciding what the results of statistical test means
USE DECISION THEORY
Analysis of a nondirectional hypothesis. Predicts whether difference will be in the tail above or below the mean
TWO-TAILED TEST OF SIGNIFICANCE
Occurs when the null hypothesis is regarded as true but it is in fact false.
TYPE II ERROR
Occurs when the null hypothesis is rejected when in realty it is not
Occurs when level of significance is at 0.05
TYPE 1 ERROR
Way to control Type III error. Calculation used to estimate the smallest sample size needed for an experiment.
POWER ANALYSIS