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As a General Rule, an Observation Is Considered an Extreme

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As a general rule, an observation is considered an extreme value if its Z score is greater than 3.


Definitions:

Randomized Block Design

A statistical design for experiments that aims to reduce the effects of confounding variables by organizing subjects into blocks based on these variables before randomly assigning treatments.

ANOVA Models

ANOVA models are statistical models used to analyze the differences among group means in a sample, typically by comparing variance between groups to variance within groups.

Degrees of Freedom

The count of independent variables or measurements that can be allocated to a statistical distribution, subtracting the quantity of estimated parameters.

Number of Blocks

In experimental design, the total count of groups or sets into which experimental units are divided for the purpose of minimizing variance due to confounding variables.

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