Cumulative Distribution Function

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkbp:abbreviation CDF
gptkbp:definedIn Continuous random variable
Discrete random variable
gptkbp:derivativeIs Probability Density Function (for continuous case)
gptkbp:describes Probability that a random variable takes a value less than or equal to x
gptkbp:field gptkb:Probability_theory
Statistics
https://www.w3.org/2000/01/rdf-schema#label Cumulative Distribution Function
gptkbp:input Random variable
gptkbp:integralOf Probability Density Function
gptkbp:isNonDecreasing True
gptkbp:isRightContinuous True
gptkbp:notation F(x)
gptkbp:output Probability
gptkbp:range [0,1]
gptkbp:relatedTo Probability Density Function
Quantile Function
Survival Function
gptkbp:usedIn gptkb:simulation
gptkb:Hypothesis_testing
Machine learning
Risk analysis
Statistical inference
Descriptive statistics
gptkbp:valueAtNegativeInfinity 0
gptkbp:valueAtPositiveInfinity 1
gptkbp:bfsParent gptkb:Cumulative_Probability_Distribution
gptkbp:bfsLayer 6