Unit 5: Sampling and Experimentation

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Observational Study

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48 Terms

1

Observational Study

________: An activity in which the experimenter observes the reaction among variables rather than creating them.

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2

Census

________: Process of collecting information from all the units in a population.

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3

Replication

________: refers to the process of giving a certain treatment numerous times in an experiment, or even repeating an experiment multiple times.

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4

Frame

________: List of members from which the sample is to be taken.

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5

Independent

________ or explanatory variable: A variable that may explain the differences in responses.

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6

technique

Blinding ________: used in medical experiments to prevent such a bias.

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7

Factor

________: A variable whose effect on the response is of interest in the experiment.

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8

Randomization

________: used to average the effects of extraneous factors on responses.

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9

Sample

________: The part of the population that is actually studied.

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10

Population

________: The entire group of individuals or things that we are interested in.

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11

Experimental Unit

________: This is the smallest unit of the population to which treatment is applied.

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12

Block

________: A group of homogeneous experimental units.

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13

blind experiment

Double- ________: both the patient and the person measuring the patients reaction do not know which treatment the patient was given.

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14

Response bias

________: when answers on a survey do not reflect the true feelings of the respondent.

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15

Sample survey

________: The process of collecting information from a sample.

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16

Nonresponse bias

________: when individuals selected to be in the sample who do not respond to a survey have different opinions from those who do.

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17

Population

The entire group of individuals or things that we are interested in

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18

Sample

The part of the population that is actually studied

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19

Frame

List of members from which the sample is to be taken

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20

Sample survey

The process of collecting information from a sample

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21

Census

Process of collecting information from all the units in a population

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22

Experiment

Planned activity that results in measurements

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23

Observational Study

An activity in which the experimenter observes the reaction among variables rather than creating them

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24

Biased sampling

methods result in values that are systematically different from the population values or systematically favor certain outcomes

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25

Simple random sample

A sample of n subjects selected in such a way that every possible sample of the same size n has the same chance of being chosen

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26

Systematic sample

A sample in which the researcher selects some starting point and then selects every kth element in the population

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27

Stratified sample

A sample in which the researcher subdivides the population into at least two different subgroups (or strata), and then draws a sample from each subgroup

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28

Cluster sample

A sample in which the researcher first divides the population into sections (or clusters), and then randomly selects all members from some of those clusters

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29

Convenience sample

A sample in which the researcher simply uses results that are very easy to get

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30

Sampling bias

the technique used to obtain the individuals to be in the sample tends to favor one part of the population over another

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31

Nonresponse bias

when individuals selected to be in the sample who do not respond to a survey have different opinions from those who do

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32

Response bias

when answers on a survey do not reflect the true feelings of the respondent

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33

Dependent or response variable

The variable to be measured in the experiment

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34

Independent or explanatory variable

A variable that may explain the differences in responses

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35

Experimental Unit

This is the smallest unit of the population to which treatment is applied

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36

Confounding variable

A variable whose effect on the response cannot be separated from the effect of the explanatory variable

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37

Factor

A variable whose effect on the response is of interest in the experiment

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38

Control group

Group of experimental units similar to all the other experimental units except that it is not given any treatment

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39

Placebo group

The control group receives a treatment that looks and feels similar to an experimental treatment but is expected to have no effect

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40

Blinding technique

used in medical experiments to prevent such a bias

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41

Single blind experiment

either the patient does not know which treatment he or she is receiving or the person measuring the patients reaction does not know which treatment is given

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42

Double-blind experiment

both the patient and the person measuring the patients reaction do not know which treatment the patient was given

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43

Randomization

used to average the effects of extraneous factors on responses

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44

Block

A group of homogeneous experimental units

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45

Replication

refers to the process of giving a certain treatment numerous times in an experiment, or even repeating an experiment multiple times

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46

Completely randomized design

treatments are assigned randomly to all experimental units or experimental units are assigned randomly to all treatments

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47

Randomized block design

All experiments are grouped by certain characteristics to form homogeneous blocks, and then a completely randomized design is applied within each block

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48

Matched-pairs design

An experimental design where participants in each condition of the experiment are matched according to important variables

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