6.1: Inferential statistics Flashcards

(19 cards)

1
Q

what are entire set of individuals that we are interested in studying

A

populations

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2
Q

what are a subset of individuals selected from the population?

A

sample

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3
Q

what are generally unknown and must be estimated from a sample?

A

parameters

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4
Q

what is the sample estimate?

A

statistic

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5
Q

what allows us to determine how likely it is to obtain a set of results from a single sample?

A

inferential statistics

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6
Q

what are techniques that allow us to make inferences about a population based on data that we gather from a sample?

A

inferential statistics

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7
Q

what is also known as testing for “statistical significance”?

A

inferential statistics

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8
Q

what helps us by giving us a “ball park range” around the number encompassing the true number?

A

statistical significance

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9
Q

if the range is small enough (p<.05) we can confidently say that the true amount of weight loss is…

A

more than zero, statistically significant

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10
Q

the what of an outcome can be thought of as a fraction, proportion, or percentage?

A

probability

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11
Q

what states that there is nothing going on?

A

null hypothesis

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12
Q

what states that there is a difference?

A

alternate hypothesis

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13
Q

if the probability is “low” this means our data is…

A

inconsistent with the null -there is evidence of a difference

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14
Q

if the probability is “high” , this means our data is…

A

consistent with the null - there does not seem to be evidence that there is a difference

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15
Q

if the data yields a probability value less than 0.05 that means that..

A

the data is inconsistent with the null, which states no treatment effect or relationship exists, so we reject the null hypothesis

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16
Q

if p <.05 our data is inconsistent with the null, we reject the null and declare our results…

A

statistically significant

17
Q

if p >.05 our data is consistent with the null, we fail to reject the null and declare our results…

A

statistically non-significant

18
Q

what tells us how likely it was that our sample was drawn from a hypothetical population where “nothing was going on”

19
Q

what term means that the obtained results are unlikely to represent a situation where there was no relationship between variables?

A

statistical significance