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Standard normal distribution
URI:
https://gptkb.org/entity/Standard_normal_distribution
GPTKB entity
Statements (41)
Predicate
Object
gptkbp:instanceOf
Probability distribution
gptkbp:abbreviation
N(0,1)
gptkbp:characteristic
exp(-t^2/2)
gptkbp:continuity
true
gptkbp:cumulativeDistributionFunction
Φ(x)
gptkbp:entropy
0.5*ln(2πe)
gptkbp:firstMoment
0
gptkbp:fourthMoment
3
gptkbp:hasNoParameters
true
gptkbp:hasSpecialCase
gptkb:Normal_distribution
https://www.w3.org/2000/01/rdf-schema#label
Standard normal distribution
gptkbp:isBellShaped
true
gptkbp:isUnimodal
true
gptkbp:kurtosis
3
gptkbp:limitation
gptkb:Central_limit_theorem
gptkbp:meaning
0
gptkbp:medium
0
gptkbp:mode
0
gptkbp:momentGeneratingFunction
exp(t^2/2)
gptkbp:parameter
mean = 0
standard deviation = 1
gptkbp:pdf
(1/sqrt(2π)) * exp(-x^2/2)
gptkbp:quantileFunction
inverse error function
gptkbp:secondMoment
1
gptkbp:skewness
0
gptkbp:standardDeviation
1
gptkbp:supports
all real numbers
gptkbp:symmetry
0
gptkbp:thirdMoment
0
gptkbp:usedFor
statistical tables
normal approximation
probability calculations
standardization of variables
z-scores
gptkbp:usedIn
gptkb:probability_theory
gptkb:z-test
hypothesis testing
statistical inference
gptkbp:variant
1
gptkbp:bfsParent
gptkb:Normal_distribution
gptkbp:bfsLayer
6