4 - SPINE Flashcards

1
Q

What does the S stand for? (SPINE Statistics)

A

Standard error

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2
Q

What does the P stand for? (SPINE Statistics)

A

Parameter

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3
Q

What does the I stand for? (SPINE Statistics)

A

Interval estimates

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4
Q

What does the N stand for? (SPINE Statistics)

A

Null hypothesis

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5
Q

What does the E stand for? (SPINE Statistics)

A

Estimation

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6
Q

How do you know if there is sampling error? (SPINE Statistics)

A

The mean sample and mean total population should be the same, if not there is sampling error

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7
Q

What is sampling variation? (SPINE Statistics)

A

Lots of random samples and you estimate the parameter, they may have different values

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8
Q

What is standard error? (SPINE Statistics)

A

Measure of the statistical accuracy of an estimate, which is equal to the standard deviation

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9
Q

What is a confidence interval? (SPINE Statistics)

A

Contains the true population value of the parameter in 95% of samples

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10
Q

What is the chain of events to form an experimental hypothesis? (SPINE Statistics)

A
  • Generate hypothesis
  • Specify significance
  • PICK SAMPLING DISTRIBUTION
  • Randomly sample
  • Calculate probability
  • Compare to alpha level
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11
Q

What is the chain of events to form an null hypothesis? (SPINE Statistics)

A
  • Generate hypothesis
  • Specify significance
  • CALCULATE SAMPLING SIZE
  • Randomly sample
  • Calculate probability
  • Compare to alpha level
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12
Q

When do we reject our hypothesis? (SPINE Statistics)

A

When p=≤𝝰

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13
Q

When do we accept our hypothesis? (SPINE Statistics)

A

When p=≥𝝰

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14
Q

What is the effect size? (SPINE Statistics)

A

A simple way of quantifying the difference between two groups

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15
Q

What is CohensD? (SPINE Statistics)

A

The difference between means, divided by the SD

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16
Q

How do you standardise CohensD? (SPINE Statistics)

A

Compare to the control group

17
Q

What is the equation for CohensD? (SPINE Statistics)

A

d = M1 - M2 / Spooled

18
Q

What does Spooled stand for in CohensD equation (SPINE Statistics)

A

The control SD

19
Q

What type of sample does CohensD work best on? (SPINE Statistics)

A

Large samples, over 50

20
Q

What does a d=1 represent? (SPINE Statistics)

A

Groups differed by 1 SD

21
Q

What is a large, medium and small effect size? (SPINE Statistics)

A
  • Large = 0.8
  • Medium = 0.5
  • Small = 0.2