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Summarize a svyder Object

Source: R/print.R
summary.svyder.Rd

Returns a data frame with per-parameter classification details, including tier assignment, DER value, and flagging status.

Usage

# S3 method for class 'svyder'
summary(object, ...)

Arguments

object

A svyder object.

...

Ignored.

Value

A data.frame with classification details (printed and returned invisibly).

References

Lee, J., Williams, M. R., & Savitsky, T. D. (2026). Design Effect Ratios for Bayesian Survey Models: A Diagnostic Framework for Identifying Survey-Sensitive Parameters. Journal of Survey Statistics and Methodology. Submitted.

See also

print.svyder() for a concise summary, tidy.svyder() for a tidy data frame with posterior summaries.

Other svyder-methods: as.matrix.svyder(), glance.svyder(), is.svyder(), print.svyder(), tidy.svyder()

Examples

data(nsece_demo)
result <- der_diagnose(
  nsece_demo$draws,
  y = nsece_demo$y, X = nsece_demo$X,
  group = nsece_demo$group, weights = nsece_demo$weights,
  cluster = nsece_demo$psu, family = "binomial",
  sigma_theta = nsece_demo$sigma_theta,
  param_types = nsece_demo$param_types
)
summary(result)
#>  param_name param_type       der tier                 tier_label flagged
#>     beta[1] fe_between 0.2626885  I-b        Protected (between)   FALSE
#>     beta[2]  fe_within 2.6894416  I-a           Survey-dominated    TRUE
#>     beta[3] fe_between 0.3430527  I-b        Protected (between)   FALSE
#>    theta[1]         re 3.3858856   II Protected (random effects)    TRUE
#>    theta[2]         re 0.6759045   II Protected (random effects)   FALSE
#>    theta[3]         re 1.1182861   II Protected (random effects)   FALSE
#>    theta[4]         re 2.2098098   II Protected (random effects)    TRUE
#>    theta[5]         re 1.5677648   II Protected (random effects)    TRUE
#>    theta[6]         re 2.1043742   II Protected (random effects)    TRUE
#>    theta[7]         re 2.2322332   II Protected (random effects)    TRUE
#>    theta[8]         re 0.5997084   II Protected (random effects)   FALSE
#>    theta[9]         re 5.3077337   II Protected (random effects)    TRUE
#>   theta[10]         re 0.3239584   II Protected (random effects)   FALSE
#>   theta[11]         re 2.6550681   II Protected (random effects)    TRUE
#>   theta[12]         re 0.5000038   II Protected (random effects)   FALSE
#>   theta[13]         re 0.2354213   II Protected (random effects)   FALSE
#>   theta[14]         re 0.5529524   II Protected (random effects)   FALSE
#>   theta[15]         re 1.5756844   II Protected (random effects)    TRUE
#>   theta[16]         re 0.6803656   II Protected (random effects)   FALSE
#>   theta[17]         re 0.8177403   II Protected (random effects)   FALSE
#>   theta[18]         re 4.0246235   II Protected (random effects)    TRUE
#>   theta[19]         re 1.9922108   II Protected (random effects)    TRUE
#>   theta[20]         re 2.4691218   II Protected (random effects)    TRUE
#>   theta[21]         re 1.7903889   II Protected (random effects)    TRUE
#>   theta[22]         re 0.8754189   II Protected (random effects)   FALSE
#>   theta[23]         re 1.3105172   II Protected (random effects)    TRUE
#>   theta[24]         re 0.9748128   II Protected (random effects)   FALSE
#>   theta[25]         re 0.7496725   II Protected (random effects)   FALSE
#>   theta[26]         re 1.1578875   II Protected (random effects)   FALSE
#>   theta[27]         re 2.3241799   II Protected (random effects)    TRUE
#>   theta[28]         re 1.1860962   II Protected (random effects)   FALSE
#>   theta[29]         re 1.6306621   II Protected (random effects)    TRUE
#>   theta[30]         re 2.9678609   II Protected (random effects)    TRUE
#>   theta[31]         re 1.2876481   II Protected (random effects)    TRUE
#>   theta[32]         re 1.7154958   II Protected (random effects)    TRUE
#>   theta[33]         re 0.7052294   II Protected (random effects)   FALSE
#>   theta[34]         re 2.8436195   II Protected (random effects)    TRUE
#>   theta[35]         re 1.2581949   II Protected (random effects)    TRUE
#>   theta[36]         re 2.2803658   II Protected (random effects)    TRUE
#>   theta[37]         re 0.7436107   II Protected (random effects)   FALSE
#>   theta[38]         re 1.1182233   II Protected (random effects)   FALSE
#>   theta[39]         re 2.2223976   II Protected (random effects)    TRUE
#>   theta[40]         re 1.5668657   II Protected (random effects)    TRUE
#>   theta[41]         re 1.8209951   II Protected (random effects)    TRUE
#>   theta[42]         re 0.8845594   II Protected (random effects)   FALSE
#>   theta[43]         re 2.3013513   II Protected (random effects)    TRUE
#>   theta[44]         re 3.2167380   II Protected (random effects)    TRUE
#>   theta[45]         re 1.5048423   II Protected (random effects)    TRUE
#>   theta[46]         re 1.2253161   II Protected (random effects)    TRUE
#>   theta[47]         re 2.1341967   II Protected (random effects)    TRUE
#>   theta[48]         re 0.8883745   II Protected (random effects)   FALSE
#>   theta[49]         re 0.7717870   II Protected (random effects)   FALSE
#>   theta[50]         re 0.8962989   II Protected (random effects)   FALSE
#>   theta[51]         re 0.7652428   II Protected (random effects)   FALSE
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