Found 516 Documents (Results 1–100)
Spectral analysis of Gram matrices with missing at random observations: convergence, central limit theorems, and applications in statistical inference. (English) Zbl 07916579
A kernel-type regression estimator for NMAR response variables with applications to classification. (English) Zbl 07913958
On regression and classification with possibly missing response variables in the data. (English) Zbl 07903267
Semiparametric estimation in generalized additive partial linear models with nonignorable nonresponse data. (English) Zbl 1541.62090
Bayesian inference in a sample selection model with multiple selection rules. (English) Zbl 07880515
Missing data estimation based on iterated penalized linear regressions algorithms. (English) Zbl 07866767
Dealing with missing data under stratified sampling designs where strata are study domains. (English) Zbl 07831691
Identification and estimation of generalized additive partial linear models with nonignorable missing response. (English) Zbl 07810755
Simultaneous tests for mean vectors and covariance matrices with three-step monotone missing data. (English) Zbl 1530.62023
Outlier-resistant estimators for average treatment effect in causal inference. (English) Zbl 07796624
Estimation of population mean in presence of missing data under simple random sampling. (English) Zbl 07830438
Testing indirect effect with a complete or incomplete dichotomous mediator. (English) Zbl 1529.62080
Likelihood identifiability and parameter estimation with nonignorable missing data. (English. French summary) Zbl 1538.62137
Optimal nonparametric testing of missing completely at random and its connections to compatibility. (English) Zbl 1539.62121
Optimal subsampling for large-sample quantile regression with massive data. (English. French summary) Zbl 07759539
Statistical inference for self-exciting threshold INAR processes with missing values. (English) Zbl 1530.62028
A Bayesian approach for estimation of parameters and missing values in factorial experimental designs. (English) Zbl 1538.62242
Partial replacement imputation estimation for partially linear models with complex missing pattern covariates. (English) Zbl 1517.62052
Two-stage communication-efficient distributed sparse \(M\)-estimation with missing data. (English) Zbl 07709744
Design and analysis of bipartite experiments under a linear exposure-response model. (English) Zbl 07650533
A new look at Bayesian uncertainty. (English) Zbl 1539.62071
Rao, Arni S. R. Srinivasa (ed.) et al., Advancements in Bayesian methods and implementations. Amsterdam: Elsevier/Academic Press. Handb. Stat. 47, 83-101 (2022).
A versatile estimation procedure without estimating the nonignorable missingness mechanism. (English) Zbl 1515.62031
Inferring phenotypic trait evolution on large trees with many incomplete measurements. (English) Zbl 1507.62221
Semiparametric fractional imputation using Gaussian mixture models for handling multivariate missing data. (English) Zbl 1507.62222
MSC:
62D10
Semiparametric inference for nonmonotone missing-not-at-random data: the no self-censoring model. (English) Zbl 1506.62240
MSC:
62D10
Likelihood-based inference for partially observed epidemics on dynamic networks. (English) Zbl 1506.62262
Balancing inferential integrity and disclosure risk via model targeted masking and multiple imputation. (English) Zbl 1506.62231
Missing data analysis and imputation via latent Gaussian Markov random fields. (English) Zbl 1503.62014
An evaluation of methods to handle missing data in the context of latent variable interaction analysis: multiple imputation, maximum likelihood, and random forest algorithm. (English) Zbl 1499.62062
MSC:
62D10
Intersection-union model specification test with response missing at random. (Chinese. English summary) Zbl 1513.62110
Empirical likelihood for mean difference between two samples with missing data. (English) Zbl 07603870
Non-parametric estimator of a multivariate madogram for missing-data and extreme value framework. (English) Zbl 1520.62039
Multiple imputation for categorical variables in multilevel data. (Abstract of thesis). (English) Zbl 07587879
General-purpose imputation of planned missing data in social surveys: different strategies and their effect on correlations. (English) Zbl 07577515
Comparison of listwise deletion and imputation methods for handling a single missing response value in a central composite design. (English) Zbl 1496.62133
Efficient estimation in a partially specified nonignorable propensity score model. (English) Zbl 07561869
Estimation for nonignorable missing response or covariate using semi-parametric quantile regression imputation and a parametric response probability model. (English) Zbl 1524.62167
Linear regression with bivariate response variable containing missing data. Strategies to increase prediction precision. (English) Zbl 1524.62319
Book review of: Y. He et al., Multiple imputation of missing data in practice. Basic theory and analysis strategies. (English) Zbl 1489.00008
A two-stage optimal subsampling estimation for missing data problems with large-scale data. (English) Zbl 07533781
Bayesian approach for the estimation of missing responses in randomized block design. (English) Zbl 1486.62228
Imputation methods for multiple regression with missing heteroscedastic data. (English) Zbl 1486.62018
Partitioning around medoids clustering and random forest classification for GIS-informed imputation of fluoride concentration data. (English) Zbl 1498.62008
Bayesian semiparametric modeling of response mechanism for nonignorable missing data. (English) Zbl 1484.62023
Full-semiparametric-likelihood-based inference for non-ignorable missing data. (English) Zbl 1524.62058
Nonparametric quantile regression with missing data using local estimating equations. (English) Zbl 1493.62210
Book review of: K. Kleinke et al., Applied multiple imputation. Advantages, pitfalls, new developments and applications in R. (English) Zbl 1491.00007
Dimension reduction for block-missing data based on sparse sliced inverse regression. (English) Zbl 07464455
Multivariate normality test based on kurtosis with two-step monotone missing data. (English) Zbl 1493.62282
Penalized multiply robust estimation in high-order autoregressive processes with missing explanatory variables. (English) Zbl 1480.62104
Multiple imputation of missing data in practice. Basic theory and analysis strategies. (English) Zbl 1475.62003
Boca Raton, FL: CRC Press (ISBN 978-1-4987-2206-3/hbk; 978-0-429-15639-7/ebook). xviii, 476 p. (2022).
Statistical methods for handling incomplete data. 2nd edition. (English) Zbl 1512.62003
Boca Raton, FL: CRC Press (ISBN 978-0-367-28054-3/hbk; 978-1-032-11813-0/pbk; 978-0-429-32174-0/ebook). xvi, 364 p. (2022).
The Impossibility of Testing for Dependence Using Kendall’s \(\tau\) Under Missing Data of Unknown Form. arXiv:2202.11895
Preprint, arXiv:2202.11895 [math.ST] (2022).
Book review of: D.-G. (D.) Chen and K. E. Peace, Applied meta-analysis with R and Stata. 2nd ed. (English) Zbl 07778888
\(k\)-nearest neighbors local linear regression for functional and missing data at random. (English) Zbl 1541.62095
Evidence integration credal classification algorithm versus missing data distributions. (English) Zbl 1531.68122
PC-GAIN: pseudo-label conditional generative adversarial imputation networks for incomplete data. (English) Zbl 1521.68206
Estimating the covariance of fragmented and other related types of functional data. (English) Zbl 1510.62488
Integrating multisource block-wise missing data in model selection. (English) Zbl 1506.62242
MSC:
62D10
New semiparametric regression method with applications in selection-biased sampling and missing data problems. (English. French summary) Zbl 1492.62118
On hierarchical multiple imputation method for handling missing data. (English) Zbl 1499.62061
MSC:
62D10
Missing value imputation in multivariate time series with end-to-end generative adversarial networks. (English) Zbl 1484.62116
Semiparametric inference of causal effect with nonignorable missing confounder. (English) Zbl 1524.62547
Semi-parametric regression when some (expensive) covariates are missing by design. (English) Zbl 1478.62024
Feature screening for ultrahigh-dimensional survival data when failure indicators are missing at random. (English) Zbl 1477.62273
Extremal behaviour of a periodically controlled sequence with imputed values. (English) Zbl 1483.62085
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