Stats Exam 1 Vocab

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Convenience Sampling

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The whole entire unit 4 vocabulary.

32 Terms

1

Convenience Sampling

Selects individuals from the population who are easy to reach.

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2

Bias

When the results of data collection always under- or overestimates the parameter.

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3

Voluntary Response Sampling

Allows people to choose to be in the sample by responding to a general invitation.

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4

Simple Random Sample (SRS)

A mode of data collection in which every person in the population has an equal chance of being chosen (without first being split into subgroups).

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5

Parameter (p)

A # that describes the population. Most parameters are unknowable in the real world because the population is too big to measure accurately.

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6

Statistic (p-hat)

A number that describes a sample.  If the sample is representative of the population, then the known statistics will be very close to the unknowable parameter.

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7

Variability

How the statistic varies from sample to sample. The ideal sample has low variability and low bias.

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8

Proportion

A decimal value (sometimes a fraction).

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9

Margin of error

MOE attempts to put a numerical value on how inexact we think we might be.

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10

Kinds of nonsampling errors

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11

Stratified sample

Break the sampling frame into small groups. Within each group the subjects should be similar.

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12

Strata

Subjects in a stratified sample that get broken into smaller group (and they have something in common).

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13

Stratified Random Sampling

Selects sample by choosing an SRS from each stratum and combining the SRSs into one overall sample.

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14

Sampling frame

The list from which the sample is actually chosen.

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15

Clusters

Group of individuals in the population that are located near each other.

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16

Cluster sampling

Selects sample by randomly choosing clusters and including each member of the selected clusters in the sample.

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17

Undercoverage

When some members of the population are less likely to be chosen or cannot be chosen in a sample.

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18

Nonresponse

Occurs when an individual chosen for the sample cant be contacted or refuses to participate.

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19

Response bias

Occurs when there is a systematic pattern of inaccurate answers to a survey question.

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20

Observational study

Observes individuals and measures variables of interest but does not attempt to influence the responses.

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21

Confounding

When it is impossible to tell if the results of an experiment are from the treatment or some other variable.

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22

Explanatory Variable

A treatment applied to the individuals in an experiment.

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23

Response variable

What is measured after a study is conducted.

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24

Control group

Baseline for comparing the effects of other treatment.

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25

Double Blind

Neither subjects nor those interact with them and measure the response variable will know which treatment a subject received.

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26

Single Blind

When the treatment group don’t know which which treatment they are receiving.

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27

Block Design

A group of two or more subjects that are the same get randomly assigned to one group, a different group of two or more subjects with something in common get randomly assigned to a different group. An example of this is separating subjects by gender and randomly assigning them groups, though still adhering to their own gender.

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28

Matched Pairs Design

A group of two subjects that are the same and get different treatments.

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29

Statistically significant

When observed results of a study are too unusual to be explained by chance alone.

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30

Institutional Review Board

Reviews all planned studies to protect rights and welfare of human subjects.

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31

Valid measurement

A measurement is valid if it accurately represents what is being measured.

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32

Reliable

A measurement is reliable if it gives similar results when repeated on the same subject.

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