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Regression & Predictive Modeling

A skill group in Data, AI & Analytics › Statistical Analysis & Inference: 87 skills, 81 of them carrying a SynapseScope Skill Rating, named in 36,164 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
Statistical ModellingInvest9,023$157,500
Statistical ModelsMaintain3,855$142,500
Mathematical ModelingMaintain3,674$147,500
EconometricsMaintain3,484$167,500
Quantitative MethodsNot rated3,277$122,500
Functional Data AnalysisMonitor2,424$117,500
Regression AnalysisInvest1,751$127,500
Quantitative ModelsMaintain1,659$147,500
Logistic RegressionMaintain1,064$137,500
Network ScienceMonitor872$132,500
Linear regressionMaintain791$72,500
Computational ModelsNot rated712$142,500
Econometric ModelingMaintain510$147,500
Multivariate StatisticsMaintain456$147,500
Linear ModelingMaintain453$137,500
statsmodelsMaintain330$172,500
Network analysisNot rated292$127,500
Hierarchical ModelingMaintain156$117,500
Generalized Linear ModelsMaintain129$147,500
Structural Equation ModelingMaintain113$117,500
Robust StatisticsMaintain108$147,500
Deterministic ModelsMaintain106$182,500
Multilevel ModelingMaintain90$72,500
Mixed Effects ModelInvest89$97,500
MplusMaintain88$72,500
Multiple Regression AnalysisMaintain58$72,500
Nonlinear RegressionMaintain57$67,500
Deterministic ModelingMaintain54$182,500
Random Effects ModelMaintain52$122,500
Curve FittingMaintain51$127,500
Quantitative Business MethodsMaintain50$47,500
Fixed Effects ModelMaintain35$77,500
Hierarchical Linear and Non-Linear Modeling (HLM)Monitor35$172,500
Nonlinear ModelingMaintain28
Spatial and Geostatistical ModelingInvest25
Mixed Model AnalysisInvest24$132,500
Least Squares Regression PartialMaintain23
Multivariate ModelingMaintain23
Residual AnalysisMaintain17$42,500
Generalized Estimating EquationsMaintain16
Simple Linear RegressionMaintain16
Distributionally Robust EstimationInvest11$72,500
Scientific Software International (LISREL)Monitor10
Multivariable AnalysisNot rated9
Multiple CorrelationMaintain8
Smoothing TechniquesInvest7
Compositional Data AnalysisMonitor6
Equation DevelopmentMaintain6
Covariate and Label Shift CorrectionInvest5
Discrete Choice AnalysisMaintain5
Multinomial ModelingMaintain5
Data Mathematical ModelingMaintain4
IBM SPSS AmosMaintain4
Three-Parameter LogisticMonitor3
Graded Response ModelMaintain2
Poisson RegressionMaintain2
Bivariate ModelMaintain1
Canonical AnalysisMaintain1
Knockoff Variable SelectionMonitor1
Least Squares Regression OrdinaryMaintain1
Spline ApproximationMaintain1
lavaanMaintain1
lme4Maintain1
Centre for Multilevel Modeling MLwiNMonitor
Correspondence Analysis CanonicalMaintain
Count Data ModelingMaintain
DeterminantsNot rated
Estima RATSMaintain
Estima Regression Analysis of Time Series (RATS)Maintain
Lambda CoefficientMaintain
Log-linear ModelsMaintain
Multilevel AnalysisMaintain
Multiple Correlation ClusteringMaintain
Multiple Correspondence Analysis CanonicalMonitor
Multivariate Discrete ModelingMaintain
Multivariate Software (EQS)Migrate
Negative Binomial RegressionInvest
Nominal Response ModelMigrate
Nonparametric Correlation Analysis CanonicalMaintain
Probit RegressionMaintain
Quantitative Systems AnalysisNot rated
Rating Scale ModelMigrate
Scientific Software International MULTILOGMonitor
Shared Parameter ModelsMaintain
Systat Software TableCurveMonitor
Tibco S-PLUSMigrate
Two-Parameter LogisticMaintain

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