How Do Inferential Statistics Differ from Descriptive Statistics

question 29

Multiple Choice

How do inferential statistics differ from descriptive statistics?

• A) Inferential statistics allow the researcher to draw conclusions about a population based on a sample.
• B) Inferential statistics focus on containing accurate calculations and research study data information.
• C) Inferential statistics allow the researcher to explain the characteristics of variables found in a sample.
• D) Inferential statistics focus on describing, summarizing and synthesizing collected research data.

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Definitions:

High School GPA

A cumulative measure that reflects the average grade of a student throughout their high school career, typically on a 4-point scale.

Regression Line

A line through a scatter plot of data points that best expresses the relationship between those points, often used in predictive analytics.

The Intercept

In the context of linear regression, it represents the value of the dependent variable when all independent variables are zero.

Predicted Point

An estimated value derived from a statistical model indicating where a data point should fall based on the model's parameters.