Matrix completion under complex survey sampling

Cites Work

Unnamed Item
Unnamed Item
Main effects and interactions in mixed and incomplete data frames
Matrix completion via max-norm constrained optimization
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
Uniform asymptotic normality of the maximum likelihood estimator
Inference for nonprobability samples
Active matrix factorization for surveys
Generalized high-dimensional trace regression via nuclear norm regularization
Exact matrix completion via convex optimization
A note on multiple imputation for method of moments estimation
Analysis of multivariate missing data with nonignorable nonresponse
Optimal calibration estimators in survey sampling
The Role of Sampling Weights When Modeling Survey Data
Sampling Statistics
Using calibration weighting to adjust for nonresponse under a plausible model
On the Bias of the Multiple-Imputation Variance Estimator in Survey Sampling
Fractional hot deck imputation
Inference and missing data
Large-sample theory for parametric multiple imputation procedures
Monotone missing data and pattern‐mixture models
Modified balanced repeated replication for complex survey data
Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
An iterative hard thresholding estimator for low rank matrix recovery with explicit limiting distribution
Survey Design Under the Regression Superpopulation Model
Proper and Improper Multiple Imputation
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
Matrix Completion under Low-Rank Missing Mechanism
Doubly Robust Inference With Nonprobability Survey Samples
1-Bit matrix completion
Causal inference with confounders missing not at random
Inference and uncertainty quantification for noisy matrix completion
Matrix Completion With Covariate Information
An instrumental variable approach for identification and estimation with nonignorable nonresponse
A Semiparametric Estimation of Mean Functionals With Nonignorable Missing Data
Regularization and Variable Selection Via the Elastic Net
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise
Simple design-efficient calibration estimators for rejective and high-entropy sampling
Measure Theory and Probability Theory
A Generalization of Sampling Without Replacement From a Finite Universe

This page was built for publication: Matrix completion under complex survey sampling