Release 5

This page is part of the FHIR Specification (v5.0.0: R5 - STU). This is the current published version. For a full list of available versions, see the Directory of published versions . Page versions: R5 R4B

4.4.1.102 ValueSet http://hl7.org/fhir/ValueSet/statistic-model-code

Clinical Decision Support icon Work Group Maturity Level: 1 Trial Use Use Context: Country: World, Not yet ready for Production use
Official URL: http://hl7.org/fhir/ValueSet/statistic-model-code Version: 5.0.0
draft as of 2021年08月05日 Computable Name: StatisticModelCode
Flags: Experimental, Immutable OID: 2.16.840.1.113883.4.642.3.3046

This value set is used in the following places:

4.4.1.102.1 Definition

The handling of the variable in statistical analysis for exposures or outcomes.

4.4.1.102.2 Content Logical Definition


4.4.1.102.3 Expansion

This expansion generated 26 Mar 2023


This value set contains 79 concepts

Expansion based on Statistic Model Code v5.0.0 (CodeSystem)

Code System Display Definition
oneTailedTest http://hl7.org/fhir/statistic-model-code one-tailed test (1 threshold)

Used for one-tailed test (1 threshold), no additional elements needed

twoTailedTest http://hl7.org/fhir/statistic-model-code two-tailed test (2 thresholds)

Used for two-tailed test (2 threshold), no additional elements needed

zTest http://hl7.org/fhir/statistic-model-code z-test

Used for z-test, no additional elements needed

oneSampleTTest http://hl7.org/fhir/statistic-model-code 1-sample t-test

Used for 1-sample t-test, may be paired with "value" to express degrees of freedom

twoSampleTTest http://hl7.org/fhir/statistic-model-code 2-sample t-test

Used for 2-sample t-test, may be paired with "value" to express degrees of freedom

pairedTTest http://hl7.org/fhir/statistic-model-code paired t-test

Used for paired t-test, may be paired with "value" to express degrees of freedom

chiSquareTest http://hl7.org/fhir/statistic-model-code Chi-square test

Used for Chi-square test, may be paired with "value" to express degrees of freedom

chiSquareTestTrend http://hl7.org/fhir/statistic-model-code Chi-square test for trend

Used for Chi-square test for trend, may be paired with "value" to express degrees of freedom

pearsonCorrelation http://hl7.org/fhir/statistic-model-code Pearson correlation

Used for Pearson correlation, no additional elements needed

anova http://hl7.org/fhir/statistic-model-code ANOVA (ANalysis Of VAriance)

Used for ANOVA method of analysis, may be paired with "value" to express degrees of freedom

anovaOneWay http://hl7.org/fhir/statistic-model-code one-way ANOVA

Used for one-way ANOVA method of analysis, may be paired with "value" to express degrees of freedom

anovaTwoWay http://hl7.org/fhir/statistic-model-code 2-way ANOVA without replication

Used for 2-way ANOVA without replication method of analysis, may be paired with "value" to express degrees of freedom

anovaTwoWayReplication http://hl7.org/fhir/statistic-model-code 2-way ANOVA with replication

Used for 2-way ANOVA with replication method of analysis, may be paired with "value" to express degrees of freedom

manova http://hl7.org/fhir/statistic-model-code multivariate ANOVA (MANOVA)

Used for multivariate ANOVA (MANOVA) method of analysis, may be paired with "value" to express degrees of freedom

anovaThreeWay http://hl7.org/fhir/statistic-model-code 3-way ANOVA

Used for 3-way ANOVA method of analysis, may be paired with "value" to express degrees of freedom

signTest http://hl7.org/fhir/statistic-model-code sign test

Used for sign test, no additional elements needed

wilcoxonSignedRankTest http://hl7.org/fhir/statistic-model-code Wilcoxon signed-rank test

Used for Wilcoxon signed-rank test, no additional elements needed

wilcoxonRankSumTest http://hl7.org/fhir/statistic-model-code Wilcoxon rank-sum test

Used for Wilcoxon rank-sum test, no additional elements needed

mannWhitneyUTest http://hl7.org/fhir/statistic-model-code Mann-Whitney U test

Used for Mann-Whitney U test, no additional elements needed

fishersExactTest http://hl7.org/fhir/statistic-model-code Fisher’s exact test

Used for Fisher's exact test, may be paired with "value" to express degrees of freedom

mcnemarsTest http://hl7.org/fhir/statistic-model-code McNemar’s test

Used for McNemar's test, no additional elements needed

kruskalWallisTest http://hl7.org/fhir/statistic-model-code Kruskal Wallis test

Used for Kruskal Wallis test, may be paired with "value" to express degrees of freedom

spearmanCorrelation http://hl7.org/fhir/statistic-model-code Spearman correlation

Used for Spearman correlation, no additional elements needed

kendallCorrelation http://hl7.org/fhir/statistic-model-code Kendall correlation

Used for Kendall correlation, no additional elements needed

friedmanTest http://hl7.org/fhir/statistic-model-code Friedman test

Used for Friedman test, no additional elements needed

goodmanKruskasGamma http://hl7.org/fhir/statistic-model-code Goodman Kruska’s Gamma

Used for Goodman Kruska’s Gamma, no additional elements needed

glm http://hl7.org/fhir/statistic-model-code GLM (Generalized Linear Model)

Used for GLM (Generalized Linear Model), no additional elements needed

glmProbit http://hl7.org/fhir/statistic-model-code GLM with probit link

Used for GLM with probit link, no additional elements needed

glmLogit http://hl7.org/fhir/statistic-model-code GLM with logit link

Used for GLM with logit link, no additional elements needed

glmIdentity http://hl7.org/fhir/statistic-model-code GLM with identity link

Used for GLM with identity link, no additional elements needed

glmLog http://hl7.org/fhir/statistic-model-code GLM with log link

Used for GLM with log link, no additional elements needed

glmGeneralizedLogit http://hl7.org/fhir/statistic-model-code GLM with generalized logit link

Used for GLM with generalized logit link, no additional elements needed

glmm http://hl7.org/fhir/statistic-model-code Generalized linear mixed model (GLMM)

Used for Generalized linear mixed model (GLMM), no additional elements needed

glmmProbit http://hl7.org/fhir/statistic-model-code GLMM with probit link

Used for GLMM with probit link, no additional elements needed

glmmLogit http://hl7.org/fhir/statistic-model-code GLMM with logit link

Used for GLMM with logit link, no additional elements needed

glmmIdentity http://hl7.org/fhir/statistic-model-code GLMM with identity link

Used for GLMM with identity link, no additional elements needed

glmmLog http://hl7.org/fhir/statistic-model-code GLMM with log link

Used for GLMM with log link, no additional elements needed

glmmGeneralizedLogit http://hl7.org/fhir/statistic-model-code GLMM with generalized logit link

Used for GLMM with generalized logit link, no additional elements needed

linearRegression http://hl7.org/fhir/statistic-model-code Linear Regression

Used for linear regression method of analysis, no additional elements needed

logisticRegression http://hl7.org/fhir/statistic-model-code Logistic Regression

Used for logistic regression method of analysis, no additional elements needed

polynomialRegression http://hl7.org/fhir/statistic-model-code Polynomial Regression

Used for Polynomial regression method of analysis, no additional elements needed

coxProportionalHazards http://hl7.org/fhir/statistic-model-code Cox Proportional Hazards

Used for Cox proportional hazards method of analysis, no additional elements needed

binomialDistributionRegression http://hl7.org/fhir/statistic-model-code Binomial Distribution for Regression

Used for Binomial Distribution for Regression, no additional elements needed

multinomialDistributionRegression http://hl7.org/fhir/statistic-model-code Multinomial Distribution for Regression

Used for Multinomial Distribution for Regression, no additional elements needed

poissonRegression http://hl7.org/fhir/statistic-model-code Poisson Regression

Used for Poisson Regression, no additional elements needed

negativeBinomialRegression http://hl7.org/fhir/statistic-model-code Negative Binomial Regression

Used for Negative Binomial Regression, no additional elements needed

zeroCellConstant http://hl7.org/fhir/statistic-model-code Zero-cell adjustment with constant

Zero-cell adjustment done by adding a constant to all cells of affected studies, paired with "value" to define the constant

zeroCellContinuityCorrection http://hl7.org/fhir/statistic-model-code Zero-cell adjustment with continuity correction

Zero-cell adjustment done by treatment arm continuity correction, no additional elements needed

adjusted http://hl7.org/fhir/statistic-model-code Adjusted analysis

Used for adjusted analysis, paired with variable element(s)

interactionTerm http://hl7.org/fhir/statistic-model-code Interaction term

Used for interaction term, paired with "value" and two or more variable elements

manteHaenszelMethod http://hl7.org/fhir/statistic-model-code Mantel-Haenszel method

Used for Mantel-Haenszel method, no additional elements needed

metaAnalysis http://hl7.org/fhir/statistic-model-code Meta-analysis

Used for meta-analysis, no additional elements needed

inverseVariance http://hl7.org/fhir/statistic-model-code Inverse variance method

Used for inverse variance method of meta-analysis, no additional elements needed

petoMethod http://hl7.org/fhir/statistic-model-code Peto method

Used for Peto method of meta-analysis, no additional elements needed

hartungKnapp http://hl7.org/fhir/statistic-model-code Hartung-Knapp adjustment

Hartung-Knapp/Hartung-Knapp-Sidik-Jonkman adjustment used in meta-analysis, no additional elements needed

modifiedHartungKnapp http://hl7.org/fhir/statistic-model-code Modified Hartung-Knapp adjustment

Modified Hartung-Knapp/Hartung-Knapp-Sidik-Jonkman adjustment used in meta-analysis, no additional elements needed

effectsFixed http://hl7.org/fhir/statistic-model-code Fixed-effects

From a fixed-effects analysis, no additional elements needed

effectsRandom http://hl7.org/fhir/statistic-model-code Random-effects

From a random-effects analysis, no additional elements needed

chiSquareTestHomogeneity http://hl7.org/fhir/statistic-model-code Chi-square test for homogeneity

Used for Chi-square test for homogeneity, may be paired with "value" to express degrees of freedom

dersimonianLairdMethod http://hl7.org/fhir/statistic-model-code Dersimonian-Laird method

Used for Dersimonian-Laird method of tau estimation, no additional elements needed

pauleMandelMethod http://hl7.org/fhir/statistic-model-code Paule-Mandel method

Used for Paule-Mandel method of tau estimation, no additional elements needed

restrictedLikelihood http://hl7.org/fhir/statistic-model-code Restricted Maximum Likelihood method

Used for Restricted Maximum Likelihood method of tau estimation, no additional elements needed

maximumLikelihood http://hl7.org/fhir/statistic-model-code Maximum Likelihood method

Used for Maximum Likelihood method of tau estimation, no additional elements needed

empiricalBayes http://hl7.org/fhir/statistic-model-code Empirical Bayes method

Used for Empirical Bayes method of tau estimation, no additional elements needed

hunterSchmidt http://hl7.org/fhir/statistic-model-code Hunter-Schmidt method

Used for Hunter-Schmidt method of tau estimation, no additional elements needed

sidikJonkman http://hl7.org/fhir/statistic-model-code Sidik-Jonkman method

Used for Sidik-Jonkman method of tau estimation, no additional elements needed

hedgesMethod http://hl7.org/fhir/statistic-model-code Hedges method

Used for Hedges method of tau estimation, no additional elements needed

tauDersimonianLaird http://hl7.org/fhir/statistic-model-code Dersimonian-Laird method

Dersimonian-Laird method for tau squared

tauPauleMandel http://hl7.org/fhir/statistic-model-code Paule-Mandel method

Paule-Mandel method for tau squared

tauRestrictedMaximumLikelihood http://hl7.org/fhir/statistic-model-code Restricted Maximum Likelihood method

Restricted Maximum Likelihood method for tau squared

tauMaximumLikelihood http://hl7.org/fhir/statistic-model-code Maximum Likelihood method

Maximum Likelihood method for tau squared

tauEmpiricalBayes http://hl7.org/fhir/statistic-model-code Empirical Bayes method

Empirical Bayes method for tau squared

tauHunterSchmidt http://hl7.org/fhir/statistic-model-code Hunter-Schmidt method

Hunter-Schmidt method for tau squared

tauSidikJonkman http://hl7.org/fhir/statistic-model-code Sidik-Jonkman method

Sidik-Jonkman method for tau squared

tauHedges http://hl7.org/fhir/statistic-model-code Hedges method

Hedges method for tau squared

poolMantelHaenzsel http://hl7.org/fhir/statistic-model-code Mantel-Haenszel method

Mantel-Haenszel method for pooling in meta-analysis

poolInverseVariance http://hl7.org/fhir/statistic-model-code Inverse variance method

Inverse variance method for pooling in meta-analysis

poolPeto http://hl7.org/fhir/statistic-model-code Peto method

Peto method for pooling in meta-analysis

poolGeneralizedLinearMixedModel http://hl7.org/fhir/statistic-model-code Generalized linear mixed model (GLMM)

Generalized linear mixed model (GLMM) method for pooling in meta-analysis

See the full registry of value sets defined as part of FHIR.


Explanation of the columns that may appear on this page:

Lvl A few code lists that FHIR defines are hierarchical - each code is assigned a level. For value sets, levels are mostly used to organize codes for user convenience, but may follow code system hierarchy - see Code System for further information
Source The source of the definition of the code (when the value set draws in codes defined elsewhere)
Code The code (used as the code in the resource instance). If the code is in italics, this indicates that the code is not selectable ('Abstract')
Display The display (used in the display element of a Coding). If there is no display, implementers should not simply display the code, but map the concept into their application
Definition An explanation of the meaning of the concept
Comments Additional notes about how to use the code

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