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Descriptive Statistics
A branch of statistics that involves describing and summarizing the main features of a dataset.
Inferential Statistics
A branch of statistics focused on making inferences and predictions about a population based on a sample of data.
Measures of Central Tendency
Statistical measures that describe the central or typical value of a dataset (Mean, Median, Mode).
Skew
The degree of asymmetry in a distribution; positive skew is to the right, negative skew is to the left.
Normal Curve / Bell Curve
A symmetrical distribution that is bell-shaped with a single peak.
Measures of Variability
Measures that describe the spread or dispersion of a dataset (Standard Deviation & Range).
Frequency Distributions
A table that summarizes the number of data points that fall within each category or interval.
Histogram
A graphical representation of a frequency distribution, displaying the distribution of data across intervals.
Scatter Plot
A graphical representation of the relationship between two variables, plotted as points on a graph.
Statistical Significance
The probability of obtaining a particular result by chance, determining the meaningfulness of results.
Correlational Coefficient
A statistical measure describing the strength and direction of the relationship between two variables.
Third Variable Problem
A common issue in correlational research where a third variable influences the relationship between two variables.
Correlation does not mean Causation
The principle that correlation between two variables does not imply that one causes the other.
Illusory Correlation
A perceived relationship between two variables that does not exist, often influenced by selective attention.
Percentile Rank
A measure indicating the percentage of data points below a certain value in a dataset.
Regression Toward the Mean
The phenomenon where extreme values in a dataset tend to move closer to the average in subsequent measurements.
Law of Averages
The principle stating that, over time, the average value of a random variable will tend to be the expected value.