Cumulative Distribution Calculation Task

A Cumulative Distribution Calculation Task is a computing task that calculates the cumulative density function values for a given dataset.

• AKA: CDF Calculation Task, Cumulative Density Calculation Task.
• Context:
  • Task Input: a Numeric Dataset, [math]\displaystyle{ x_i }[/math].
  • Task Output: Cumulative Density Function value(s), [math]\displaystyle{ y_i=P(X \leq x_i) }[/math].
  • Task Requirement(s): [math]\displaystyle{ f(x_i)=P( X \leq x_i) }[/math], a cumulative density function expression
  • It can be solved by a Cumulative Distribution Calculation System.
  • …
• Example(s):
  • A Student's t-Distribution Calculation Task.
• Counter-Example(s):
  • A One-Sample t-Test Task
• See: Probability Distribution Function.

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