AP®︎ Statistics: Topic 1.13 Flashcards

Master key terms and definitions for Topic 1.13 of AP Statistics – Experimental Design to help you prep for quizzes and the AP exam.


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Term

Experiment

Definition

A study that imposes treatments on experimental units and measures a response

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Experiment
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A study that imposes treatments on experimental units and measures a response

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Experimental Unit
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The individual or object to which a treatment is assigned; determined by the level of random assignment

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Treatment
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A specific condition imposed on experimental units; with multiple factors, a treatment is a combination of factor levels

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Response Variable
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The outcome measured after the treatment is administered

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Control Group
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A collection of experimental units created for comparison; may receive no treatment, a placebo, a standard treatment, or another treatment

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Placebo
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An inactive treatment designed to resemble an active treatment

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Placebo Effect
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The difference between the average response to a placebo and the average response to no treatment

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Single-Blind or Single-Masked Experiment
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An experiment in which one relevant side does not know which treatment is being administered; usually the participants or the researchers who interact with them

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Double-Blind or Double-Masked Experiment
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An experiment in which neither participants nor the researchers who interact with them know treatment assignments

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Extraneous Variable or Extraneous Source of Variation
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A variable known or believed to affect the response but not studied as an explanatory variable

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Confounding Variable
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A variable related to the explanatory variable so their effects on the response cannot be separated

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Completely Randomized Design
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An experimental design in which treatments are assigned to all experimental units completely at random, with no blocks

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Blocking Variable
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An extraneous variable believed to affect the response and used to form blocks

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Randomized Block Design
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A design that first groups units into similar blocks based on a blocking variable, then randomly assigns treatments within each block so every treatment appears in every block

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Purpose of Blocking
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To separate variation due to the blocking variable from other variation, making treatment comparisons more precise

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Matched Pairs Design
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A randomized block design with exactly two treatments, using pairs of similar units or one unit receiving both treatments in random order

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Random Assignment vs Random Selection
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Random assignment determines which treatment units receive and supports cause-and-effect conclusions; random selection determines which individuals enter the sample and supports generalization to the population

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Principles of a Well-Designed Experiment
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Comparison, random assignment, replication, and direct control of potential extraneous variation

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Comparison
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Use of at least two treatment groups so a treatment effect can be evaluated relative to another condition

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Factor or Explanatory Variable
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The variable whose levels or categories are imposed by the researcher

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