1 item has been added to your cart.

Survey regression models

• Descriptive statistics
• Linear regression models
• Structural equation models
• Survival-data regression models
• Binary-response regression models
• Discrete-response regression models
• Fractional-response regression models
• Poisson regression models
• Instrumental-variables regression models
• Regression models with selection
• Longitudinal/panel-data regression models
• Multilevel mixed-effects models
• Finite mixture models
• Item response theory

See multilevel models with survey data

See generalized SEM models for survey data

Variance and standard-error estimates

• Taylor-series linearization (Huber/White/sandwich)
• Balanced and repeated replications (BRR)
• Survey jackknife
• Bootstrap (with bootstrap replicate weights)
• Successive difference replication (SDR)

Sampling designs

• Sampling (probability) weights
• Stratification
• Clustering
• Multistage designs
• Weights at each sampling stage
• Finite population correction in all stages
• Support for strata with one sampling unit

Features

• Poststratification
• Weight calibration via the raking-ratio method
• Weight calibration via the generalized regression (GREG) method
• Design effects
• Misspecification effects
• Effects for linear combinations
• Coefficient of variation
• Estimate linear/nonlinear combinations of parameters
• Hypotheses tests for survey data
• Estimation with linear constraints
• Goodness of fit for logistic and probit estimators
• Multiple imputation

Maximum pseudolikelihood estimation

• User-defined likelihoods
• Survey characteristics automatically handled