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: 1Trial 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 2021-08-05 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:

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


 

This expansion generated 26 Mar 2023


This value set contains 79 concepts

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

CodeSystemDisplayDefinition
  oneTailedTesthttp://hl7.org/fhir/statistic-model-codeone-tailed test (1 threshold)

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

  twoTailedTesthttp://hl7.org/fhir/statistic-model-codetwo-tailed test (2 thresholds)

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

  zTesthttp://hl7.org/fhir/statistic-model-codez-test

Used for z-test, no additional elements needed

  oneSampleTTesthttp://hl7.org/fhir/statistic-model-code1-sample t-test

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

  twoSampleTTesthttp://hl7.org/fhir/statistic-model-code2-sample t-test

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

  pairedTTesthttp://hl7.org/fhir/statistic-model-codepaired t-test

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

  chiSquareTesthttp://hl7.org/fhir/statistic-model-codeChi-square test

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

  chiSquareTestTrendhttp://hl7.org/fhir/statistic-model-codeChi-square test for trend

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

  pearsonCorrelationhttp://hl7.org/fhir/statistic-model-codePearson correlation

Used for Pearson correlation, no additional elements needed

  anovahttp://hl7.org/fhir/statistic-model-codeANOVA (ANalysis Of VAriance)

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

  anovaOneWayhttp://hl7.org/fhir/statistic-model-codeone-way ANOVA

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

  anovaTwoWayhttp://hl7.org/fhir/statistic-model-code2-way ANOVA without replication

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

  anovaTwoWayReplicationhttp://hl7.org/fhir/statistic-model-code2-way ANOVA with replication

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

  manovahttp://hl7.org/fhir/statistic-model-codemultivariate ANOVA (MANOVA)

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

  anovaThreeWayhttp://hl7.org/fhir/statistic-model-code3-way ANOVA

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

  signTesthttp://hl7.org/fhir/statistic-model-codesign test

Used for sign test, no additional elements needed

  wilcoxonSignedRankTesthttp://hl7.org/fhir/statistic-model-codeWilcoxon signed-rank test

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

  wilcoxonRankSumTesthttp://hl7.org/fhir/statistic-model-codeWilcoxon rank-sum test

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

  mannWhitneyUTesthttp://hl7.org/fhir/statistic-model-codeMann-Whitney U test

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

  fishersExactTesthttp://hl7.org/fhir/statistic-model-codeFisher’s exact test

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

  mcnemarsTesthttp://hl7.org/fhir/statistic-model-codeMcNemar’s test

Used for McNemar's test, no additional elements needed

  kruskalWallisTesthttp://hl7.org/fhir/statistic-model-codeKruskal Wallis test

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

  spearmanCorrelationhttp://hl7.org/fhir/statistic-model-codeSpearman correlation

Used for Spearman correlation, no additional elements needed

  kendallCorrelationhttp://hl7.org/fhir/statistic-model-codeKendall correlation

Used for Kendall correlation, no additional elements needed

  friedmanTesthttp://hl7.org/fhir/statistic-model-codeFriedman test

Used for Friedman test, no additional elements needed

  goodmanKruskasGammahttp://hl7.org/fhir/statistic-model-codeGoodman Kruska’s Gamma

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

  glmhttp://hl7.org/fhir/statistic-model-codeGLM (Generalized Linear Model)

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

  glmProbithttp://hl7.org/fhir/statistic-model-codeGLM with probit link

Used for GLM with probit link, no additional elements needed

  glmLogithttp://hl7.org/fhir/statistic-model-codeGLM with logit link

Used for GLM with logit link, no additional elements needed

  glmIdentityhttp://hl7.org/fhir/statistic-model-codeGLM with identity link

Used for GLM with identity link, no additional elements needed

  glmLoghttp://hl7.org/fhir/statistic-model-codeGLM with log link

Used for GLM with log link, no additional elements needed

  glmGeneralizedLogithttp://hl7.org/fhir/statistic-model-codeGLM with generalized logit link

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

  glmmhttp://hl7.org/fhir/statistic-model-codeGeneralized linear mixed model (GLMM)

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

  glmmProbithttp://hl7.org/fhir/statistic-model-codeGLMM with probit link

Used for GLMM with probit link, no additional elements needed

  glmmLogithttp://hl7.org/fhir/statistic-model-codeGLMM with logit link

Used for GLMM with logit link, no additional elements needed

  glmmIdentityhttp://hl7.org/fhir/statistic-model-codeGLMM with identity link

Used for GLMM with identity link, no additional elements needed

  glmmLoghttp://hl7.org/fhir/statistic-model-codeGLMM with log link

Used for GLMM with log link, no additional elements needed

  glmmGeneralizedLogithttp://hl7.org/fhir/statistic-model-codeGLMM with generalized logit link

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

  linearRegressionhttp://hl7.org/fhir/statistic-model-codeLinear Regression

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

  logisticRegressionhttp://hl7.org/fhir/statistic-model-codeLogistic Regression

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

  polynomialRegressionhttp://hl7.org/fhir/statistic-model-codePolynomial Regression

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

  coxProportionalHazardshttp://hl7.org/fhir/statistic-model-codeCox Proportional Hazards

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

  binomialDistributionRegressionhttp://hl7.org/fhir/statistic-model-codeBinomial Distribution for Regression

Used for Binomial Distribution for Regression, no additional elements needed

  multinomialDistributionRegressionhttp://hl7.org/fhir/statistic-model-codeMultinomial Distribution for Regression

Used for Multinomial Distribution for Regression, no additional elements needed

  poissonRegressionhttp://hl7.org/fhir/statistic-model-codePoisson Regression

Used for Poisson Regression, no additional elements needed

  negativeBinomialRegressionhttp://hl7.org/fhir/statistic-model-codeNegative Binomial Regression

Used for Negative Binomial Regression, no additional elements needed

  zeroCellConstanthttp://hl7.org/fhir/statistic-model-codeZero-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

  zeroCellContinuityCorrectionhttp://hl7.org/fhir/statistic-model-codeZero-cell adjustment with continuity correction

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

  adjustedhttp://hl7.org/fhir/statistic-model-codeAdjusted analysis

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

  interactionTermhttp://hl7.org/fhir/statistic-model-codeInteraction term

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

  manteHaenszelMethodhttp://hl7.org/fhir/statistic-model-codeMantel-Haenszel method

Used for Mantel-Haenszel method, no additional elements needed

  metaAnalysishttp://hl7.org/fhir/statistic-model-codeMeta-analysis

Used for meta-analysis, no additional elements needed

  inverseVariancehttp://hl7.org/fhir/statistic-model-codeInverse variance method

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

  petoMethodhttp://hl7.org/fhir/statistic-model-codePeto method

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

  hartungKnapphttp://hl7.org/fhir/statistic-model-codeHartung-Knapp adjustment

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

  modifiedHartungKnapphttp://hl7.org/fhir/statistic-model-codeModified Hartung-Knapp adjustment

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

  effectsFixedhttp://hl7.org/fhir/statistic-model-codeFixed-effects

From a fixed-effects analysis, no additional elements needed

  effectsRandomhttp://hl7.org/fhir/statistic-model-codeRandom-effects

From a random-effects analysis, no additional elements needed

  chiSquareTestHomogeneityhttp://hl7.org/fhir/statistic-model-codeChi-square test for homogeneity

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

  dersimonianLairdMethodhttp://hl7.org/fhir/statistic-model-codeDersimonian-Laird method

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

  pauleMandelMethodhttp://hl7.org/fhir/statistic-model-codePaule-Mandel method

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

  restrictedLikelihoodhttp://hl7.org/fhir/statistic-model-codeRestricted Maximum Likelihood method

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

  maximumLikelihoodhttp://hl7.org/fhir/statistic-model-codeMaximum Likelihood method

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

  empiricalBayeshttp://hl7.org/fhir/statistic-model-codeEmpirical Bayes method

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

  hunterSchmidthttp://hl7.org/fhir/statistic-model-codeHunter-Schmidt method

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

  sidikJonkmanhttp://hl7.org/fhir/statistic-model-codeSidik-Jonkman method

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

  hedgesMethodhttp://hl7.org/fhir/statistic-model-codeHedges method

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

  tauDersimonianLairdhttp://hl7.org/fhir/statistic-model-codeDersimonian-Laird method

Dersimonian-Laird method for tau squared

  tauPauleMandelhttp://hl7.org/fhir/statistic-model-codePaule-Mandel method

Paule-Mandel method for tau squared

  tauRestrictedMaximumLikelihoodhttp://hl7.org/fhir/statistic-model-codeRestricted Maximum Likelihood method

Restricted Maximum Likelihood method for tau squared

  tauMaximumLikelihoodhttp://hl7.org/fhir/statistic-model-codeMaximum Likelihood method

Maximum Likelihood method for tau squared

  tauEmpiricalBayeshttp://hl7.org/fhir/statistic-model-codeEmpirical Bayes method

Empirical Bayes method for tau squared

  tauHunterSchmidthttp://hl7.org/fhir/statistic-model-codeHunter-Schmidt method

Hunter-Schmidt method for tau squared

  tauSidikJonkmanhttp://hl7.org/fhir/statistic-model-codeSidik-Jonkman method

Sidik-Jonkman method for tau squared

  tauHedgeshttp://hl7.org/fhir/statistic-model-codeHedges method

Hedges method for tau squared

  poolMantelHaenzselhttp://hl7.org/fhir/statistic-model-codeMantel-Haenszel method

Mantel-Haenszel method for pooling in meta-analysis

  poolInverseVariancehttp://hl7.org/fhir/statistic-model-codeInverse variance method

Inverse variance method for pooling in meta-analysis

  poolPetohttp://hl7.org/fhir/statistic-model-codePeto method

Peto method for pooling in meta-analysis

  poolGeneralizedLinearMixedModelhttp://hl7.org/fhir/statistic-model-codeGeneralized 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:

LvlA 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
SourceThe source of the definition of the code (when the value set draws in codes defined elsewhere)
CodeThe code (used as the code in the resource instance). If the code is in italics, this indicates that the code is not selectable ('Abstract')
DisplayThe 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
DefinitionAn explanation of the meaning of the concept
CommentsAdditional notes about how to use the code