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What Is Statistics?

Manual: General · Subject: Statistics

Learn what statistics is, why it matters, and how it helps us make decisions from data.

Statistics in Everyday Life

A first definition

Statistics is the science of collecting, organizing, analyzing, and interpreting data. Data are facts or measurements about something you want to understand.

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Why statistics matters

Statistics helps us answer questions like: What is typical? How much variation is there? Is a difference real or just due to chance?

An example

If a school wants to know whether students are sleeping enough, it can collect sleep hours from a group of students, summarize the results, and look for patterns.

Core ideas

Data
Recorded facts or measurements.
Population
The entire group you want to study.
Sample
A smaller group chosen from the population.
Inference
A conclusion drawn from data.

Which best describes statistics?

In one sentence, what is data?

How statisticians work

  1. 1

    Step 1: Ask a clear question.

  2. 2

    Step 2: Collect relevant data.

  3. 3

    Step 3: Organize and summarize the data.

  4. 4

    Step 4: Interpret the results and make a conclusion.

A smaller group chosen from a population is called a:

Why do we often use a sample instead of measuring everyone in a population?