Estimation in Nonprobability Sampling


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Documentation for package ‘NonProbEst’ version 0.2.4

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calib_weights Weights of the calibration estimator
confidence_interval Confidence interval
fast_jackknife_variance Calculates Jackknife variance without reweighting
generic_jackknife_variance Calculates Jackknife variance with reweighting for an arbitrary estimator
jackknife_variance Calculates Jackknife variance with reweighting for PSA
lee_weights Calculates Lee weights
matching Predicts unknown responses by matching
mean_estimation Estimates the population means
model_assisted Calculates a model assisted estimation
model_based Calculates a model based estimation
model_calibrated Calculates a model calibrated estimation
population A full population
propensities Calculates sample propensities
prop_estimation Estimates the population proportion
sampleNP A non-probabilistic sample
sampleP A probabilistic sample
sc_weights Calculates Schonlau and Couper weights
total_estimation Estimates the population totals
valliant_weights Calculates Valliant weights
vd_weights Calculates Valliant and Dever weights