Bias And Statistical Significance Flashcards

Sampling methods, bias in statistics, statistical significance

1
Q

What is a sampling method?

A

PROCEDURE used to SELECT A SAMPLE from a POPULATION

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2
Q

What is simple random sampling?

A

Any sampling method where any object in a population has an equal chance of being selected.

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3
Q

What does without replacement mean?

A

Items are not replaced in the population after being selected.

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4
Q

What does With Replacement mean?

A

An element within a population can be selected more than once.

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5
Q

What is bias in statistics?

A

Bias is the tendency of a statistic to overestimate or underestimate a parameter.

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6
Q

What is sampling bias?

A

A statistic calculated from the sample is not representative of the population.

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7
Q

What is measurement bias?

A

When the value of a recorded measurement differs from the true value.

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8
Q

What is statistical significance?

A

When something is meaningfully different from what we would expect to occur randomly or by chance.

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9
Q

What is the p-value?

A

Expresses the likelihood that a result could have occurred by chance.

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10
Q

What two things does statistical significance depend on?

A

The size of the SAMPLE and the size of the EFFECT

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