Wang, Lei; Sun, Siying; Xia, Zheng An efficient multiple imputation approach for estimating equations with response missing at random and high-dimensional covariates. (English) Zbl 07331566 J. Syst. Sci. Complex. 34, No. 1, 440-464 (2021). MSC: 62F15 62D10 62E20 62P10 PDF BibTeX XML Cite \textit{L. Wang} et al., J. Syst. Sci. Complex. 34, No. 1, 440--464 (2021; Zbl 07331566) Full Text: DOI
Graf, Monique Regression for compositions based on a generalization of the Dirichlet distribution. (English) Zbl 07300212 Stat. Methods Appl. 29, No. 4, 913-936 (2020). MSC: 62J15 62E15 62F10 62P15 62P25 PDF BibTeX XML Cite \textit{M. Graf}, Stat. Methods Appl. 29, No. 4, 913--936 (2020; Zbl 07300212) Full Text: DOI
Zahid, Faisal Maqbool; Faisal, Shahla; Heumann, Christian Variable selection techniques after multiple imputation in high-dimensional data. (English) Zbl 07300197 Stat. Methods Appl. 29, No. 3, 553-580 (2020). MSC: 62J07 62R07 62D10 62F07 PDF BibTeX XML Cite \textit{F. M. Zahid} et al., Stat. Methods Appl. 29, No. 3, 553--580 (2020; Zbl 07300197) Full Text: DOI
Pankhurst, Laura; Mitra, Robin; Kimber, Alan; Collett, Dave Multiply imputing missing values arising by design in transplant survival data. (English) Zbl 1448.62182 Biom. J. 62, No. 5, 1192-1207 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{L. Pankhurst} et al., Biom. J. 62, No. 5, 1192--1207 (2020; Zbl 1448.62182) Full Text: DOI
Schafer, Toryn L. J.; Wikle, Christopher K.; VonBank, Jay A.; Ballard, Bart M.; Weegman, Mitch D. A Bayesian Markov model with Pólya-gamma sampling for estimating individual behavior transition probabilities from accelerometer classifications. (English) Zbl 07270329 J. Agric. Biol. Environ. Stat. 25, No. 3, 365-382 (2020). MSC: 62P12 PDF BibTeX XML Cite \textit{T. L. J. Schafer} et al., J. Agric. Biol. Environ. Stat. 25, No. 3, 365--382 (2020; Zbl 07270329) Full Text: DOI
Kamgar, Saeideh; Meinfelder, Florian; Münnich, Ralf; Navvabpour, Hamidreza Estimation within the new integrated system of household surveys in Germany. (English) Zbl 1452.62925 Stat. Pap. 61, No. 5, 2091-2117 (2020). MSC: 62P20 62P25 62D05 62K20 62G07 PDF BibTeX XML Cite \textit{S. Kamgar} et al., Stat. Pap. 61, No. 5, 2091--2117 (2020; Zbl 1452.62925) Full Text: DOI
Li, Peizhi; Peng, Yingwei; Jiang, Ping; Dong, Qingli A support vector machine based semiparametric mixture cure model. (English) Zbl 07255798 Comput. Stat. 35, No. 3, 931-945 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{P. Li} et al., Comput. Stat. 35, No. 3, 931--945 (2020; Zbl 07255798) Full Text: DOI
Ward, Ralph C.; Axon, Robert Neal; Gebregziabher, Mulugeta Approaches for missing covariate data in logistic regression with MNAR sensitivity analyses. (English) Zbl 1441.62528 Biom. J. 62, No. 4, 1025-1037 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{R. C. Ward} et al., Biom. J. 62, No. 4, 1025--1037 (2020; Zbl 1441.62528) Full Text: DOI
van Ginkel, Joost R. Standardized regression coefficients and newly proposed estimators for \({R}^{{2}}\) in multiply imputed data. (English) Zbl 1447.62022 Psychometrika 85, No. 1, 185-205 (2020). MSC: 62F03 62J02 62D10 PDF BibTeX XML Cite \textit{J. R. van Ginkel}, Psychometrika 85, No. 1, 185--205 (2020; Zbl 1447.62022) Full Text: DOI
Giganti, Mark J.; Shaw, Pamela A.; Chen, Guanhua; Bebawy, Sally S.; Turner, Megan M.; Sterling, Timothy R.; Shepherd, Bryan E. Accounting for dependent errors in predictors and time-to-event outcomes using electronic health records, validation samples and multiple imputation. (English) Zbl 1446.62273 Ann. Appl. Stat. 14, No. 2, 1045-1061 (2020). MSC: 62P10 62M10 62H20 62N05 PDF BibTeX XML Cite \textit{M. J. Giganti} et al., Ann. Appl. Stat. 14, No. 2, 1045--1061 (2020; Zbl 1446.62273) Full Text: DOI Euclid
Storlie, Curtis B.; Therneau, Terry M.; Carter, Rickey E.; Chia, Nicholas; Bergquist, John R.; Huddleston, Jeanne M.; Romero-Brufau, Santiago Prediction and inference with missing data in patient alert systems. (English) Zbl 1437.62613 J. Am. Stat. Assoc. 115, No. 529, 32-46 (2020). MSC: 62P10 62F15 62D05 PDF BibTeX XML Cite \textit{C. B. Storlie} et al., J. Am. Stat. Assoc. 115, No. 529, 32--46 (2020; Zbl 1437.62613) Full Text: DOI
Lee, Shen-Ming; Lukusa, T. Martin; Li, Chin-Shang Estimation of a zero-inflated Poisson regression model with missing covariates via nonparametric multiple imputation methods. (English) Zbl 07225402 Comput. Stat. 35, No. 2, 725-754 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{S.-M. Lee} et al., Comput. Stat. 35, No. 2, 725--754 (2020; Zbl 07225402) Full Text: DOI
Grobler, Anneke C.; Lee, Katherine Multiple imputation in the presence of an incomplete binary variable created from an underlying continuous variable. (English) Zbl 1436.62559 Biom. J. 62, No. 2, 467-478 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{A. C. Grobler} and \textit{K. Lee}, Biom. J. 62, No. 2, 467--478 (2020; Zbl 1436.62559) Full Text: DOI
Huque, Md Hamidul; Moreno-Betancur, Margarita; Quartagno, Matteo; Simpson, Julie A.; Carlin, John B.; Lee, Katherine J. Multiple imputation methods for handling incomplete longitudinal and clustered data where the target analysis is a linear mixed effects model. (English) Zbl 1436.62572 Biom. J. 62, No. 2, 444-466 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{M. H. Huque} et al., Biom. J. 62, No. 2, 444--466 (2020; Zbl 1436.62572) Full Text: DOI
Mertens, Bart J. A.; Banzato, Erika; de Wreede, Liesbeth C. Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross-validation: methodological approach and data-based evaluation. (English) Zbl 1436.62605 Biom. J. 62, No. 3, 724-741 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{B. J. A. Mertens} et al., Biom. J. 62, No. 3, 724--741 (2020; Zbl 1436.62605) Full Text: DOI
Kato, Ryo; Hoshino, Takahiro Semiparametric Bayesian multiple imputation for regression models with missing mixed continuous-discrete covariates. (English) Zbl 1444.62087 Ann. Inst. Stat. Math. 72, No. 3, 803-825 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J02 62D10 62H35 62P10 PDF BibTeX XML Cite \textit{R. Kato} and \textit{T. Hoshino}, Ann. Inst. Stat. Math. 72, No. 3, 803--825 (2020; Zbl 1444.62087) Full Text: DOI
Li, Shuwei; Sun, Jianguo; Tian, Tian; Cui, Xia Semiparametric regression analysis of doubly censored failure time data from cohort studies. (English) Zbl 1436.62458 Lifetime Data Anal. 26, No. 2, 315-338 (2020). MSC: 62N01 62P10 62M10 PDF BibTeX XML Cite \textit{S. Li} et al., Lifetime Data Anal. 26, No. 2, 315--338 (2020; Zbl 1436.62458) Full Text: DOI
Stead, Alexander D.; Wheat, Phill The case for the use of multiple imputation missing data methods in stochastic frontier analysis with illustration using English local highway data. (English) Zbl 1430.62260 Eur. J. Oper. Res. 280, No. 1, 59-77 (2020). MSC: 62P30 62F10 62F15 62D05 90B30 PDF BibTeX XML Cite \textit{A. D. Stead} and \textit{P. Wheat}, Eur. J. Oper. Res. 280, No. 1, 59--77 (2020; Zbl 1430.62260) Full Text: DOI
Su, Chien-lin; Nešlehová, Johanna G.; Wang, Weijing Modelling hierarchical clustered censored data with the hierarchical Kendall copula. (English. French summary) Zbl 07194096 Can. J. Stat. 47, No. 2, 182-203 (2019). MSC: 62 PDF BibTeX XML Cite \textit{C.-l. Su} et al., Can. J. Stat. 47, No. 2, 182--203 (2019; Zbl 07194096) Full Text: DOI
Siddique, Juned; Daniels, Michael J.; Carroll, Raymond J.; Raghunathan, Trivellore E.; Stuart, Elizabeth A.; Freedman, Laurence S. Measurement error correction and sensitivity analysis in longitudinal dietary intervention studies using an external validation study. (English) Zbl 1436.62633 Biometrics 75, No. 3, 927-937 (2019). MSC: 62P10 62H11 PDF BibTeX XML Cite \textit{J. Siddique} et al., Biometrics 75, No. 3, 927--937 (2019; Zbl 1436.62633) Full Text: DOI
Hu, Liangyuan; Hogan, Joseph W. Causal comparative effectiveness analysis of dynamic continuous-time treatment initiation rules with sparsely measured outcomes and death. (English) Zbl 1436.62568 Biometrics 75, No. 2, 695-707 (2019). MSC: 62P10 62N05 PDF BibTeX XML Cite \textit{L. Hu} and \textit{J. W. Hogan}, Biometrics 75, No. 2, 695--707 (2019; Zbl 1436.62568) Full Text: DOI
DiazOrdaz, Karla; Carpenter, James Local average treatment effects estimation via substantive model compatible multiple imputation. (English) Zbl 1429.62518 Biom. J. 61, No. 6, 1526-1540 (2019). MSC: 62P10 PDF BibTeX XML Cite \textit{K. DiazOrdaz} and \textit{J. Carpenter}, Biom. J. 61, No. 6, 1526--1540 (2019; Zbl 1429.62518) Full Text: DOI
Quartagno, Matteo; Carpenter, James R. Multiple imputation for discrete data: evaluation of the joint latent normal model. (English) Zbl 1429.62595 Biom. J. 61, No. 4, 1003-1019 (2019). MSC: 62P10 PDF BibTeX XML Cite \textit{M. Quartagno} and \textit{J. R. Carpenter}, Biom. J. 61, No. 4, 1003--1019 (2019; Zbl 1429.62595) Full Text: DOI
Wong, Kin Yau; Zeng, Donglin; Lin, D. Y. Robust score tests with missing data in genomics studies. (English) Zbl 1428.62483 J. Am. Stat. Assoc. 114, No. 528, 1778-1786 (2019). MSC: 62P10 62G08 62H20 92D20 PDF BibTeX XML Cite \textit{K. Y. Wong} et al., J. Am. Stat. Assoc. 114, No. 528, 1778--1786 (2019; Zbl 1428.62483) Full Text: DOI
Liu, Lin; Qiu, Yuqi; Natarajan, Loki; Messer, Karen Imputation and post-selection inference in models with missing data: an application to colorectal cancer surveillance guidelines. (English) Zbl 1434.62226 Ann. Appl. Stat. 13, No. 3, 1370-1396 (2019). MSC: 62P10 62D10 62H12 62J15 PDF BibTeX XML Cite \textit{L. Liu} et al., Ann. Appl. Stat. 13, No. 3, 1370--1396 (2019; Zbl 1434.62226) Full Text: DOI Euclid
Chen, Sixia; Haziza, David Multiply robust nonparametric multiple imputation for the treatment of missing data. (English) Zbl 1432.62145 Stat. Sin. 29, No. 4, 2035-2053 (2019). MSC: 62G35 62D10 PDF BibTeX XML Cite \textit{S. Chen} and \textit{D. Haziza}, Stat. Sin. 29, No. 4, 2035--2053 (2019; Zbl 1432.62145) Full Text: DOI
Harel, Ofer Book review of: S. Efromovich, Missing and modified data in nonparametric estimation: with R examples. (English) Zbl 1425.00028 J. Am. Stat. Assoc. 114, No. 527, 1421-1423 (2019). MSC: 00A17 62-01 62G07 62G08 62M10 62N05 62-04 PDF BibTeX XML Cite \textit{O. Harel}, J. Am. Stat. Assoc. 114, No. 527, 1421--1423 (2019; Zbl 1425.00028) Full Text: DOI
Zhan, Tianyu; Schaubel, Douglas E. Semiparametric temporal process regression of survival-out-of-hospital. (English) Zbl 1429.62640 Lifetime Data Anal. 25, No. 2, 322-340 (2019). MSC: 62P10 62N05 62M10 PDF BibTeX XML Cite \textit{T. Zhan} and \textit{D. E. Schaubel}, Lifetime Data Anal. 25, No. 2, 322--340 (2019; Zbl 1429.62640) Full Text: DOI
Han, Peisong; Kong, Linglong; Zhao, Jiwei; Zhou, Xingcai A general framework for quantile estimation with incomplete data. (English) Zbl 1420.62173 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 305-333 (2019). MSC: 62G08 62G35 PDF BibTeX XML Cite \textit{P. Han} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 2, 305--333 (2019; Zbl 1420.62173) Full Text: DOI
Beesley, Lauren J.; Taylor, Jeremy M. G.; Little, Roderick J. A. Sequential imputation for models with latent variables assuming latent ignorability. (English) Zbl 07095950 Aust. N. Z. J. Stat. 61, No. 2, 213-233 (2019). MSC: 62L12 62J05 PDF BibTeX XML Cite \textit{L. J. Beesley} et al., Aust. N. Z. J. Stat. 61, No. 2, 213--233 (2019; Zbl 07095950) Full Text: DOI
Stoklosa, Jakub; Lee, Shen-Ming; Hwang, Wen-Han Closed population capture-recapture models with measurement error and missing observations in covariates. (English) Zbl 1421.62155 Stat. Sin. 29, No. 2, 589-610 (2019). MSC: 62P10 62H20 PDF BibTeX XML Cite \textit{J. Stoklosa} et al., Stat. Sin. 29, No. 2, 589--610 (2019; Zbl 1421.62155) Full Text: DOI
Larose, Chantal; Dey, Dipak K.; Harel, Ofer The impact of missing values on different measures of uncertainty. (English) Zbl 1422.62032 Stat. Sin. 29, No. 2, 551-566 (2019). MSC: 62B10 94A17 62H12 PDF BibTeX XML Cite \textit{C. Larose} et al., Stat. Sin. 29, No. 2, 551--566 (2019; Zbl 1422.62032) Full Text: DOI
Alarcón-Soto, Yovaninna; Langohr, Klaus; Fehér, Csaba; García, Felipe; Gómez, Guadalupe Multiple imputation approach for interval-censored time to HIV RNA viral rebound within a mixed effects Cox model. (English) Zbl 1419.62302 Biom. J. 61, No. 2, 299-318 (2019). MSC: 62P10 62N01 62J05 PDF BibTeX XML Cite \textit{Y. Alarcón-Soto} et al., Biom. J. 61, No. 2, 299--318 (2019; Zbl 1419.62302) Full Text: DOI
Bhattacharjee, Atanu; Vishwakarma, Gajendra K. Time-course data prediction for repeatedly measured gene expression. (English) Zbl 1419.62310 Int. J. Biomath. 12, No. 4, Article ID 1950033, 16 p. (2019). MSC: 62P10 62N02 62H12 62F15 PDF BibTeX XML Cite \textit{A. Bhattacharjee} and \textit{G. K. Vishwakarma}, Int. J. Biomath. 12, No. 4, Article ID 1950033, 16 p. (2019; Zbl 1419.62310) Full Text: DOI
Gu, Chenyang; Gutman, Roee Development of a common patient assessment scale across the continuum of care: a nested multiple imputation approach. (English) Zbl 1418.62392 Ann. Appl. Stat. 13, No. 1, 466-491 (2019). MSC: 62P10 62H12 62J15 PDF BibTeX XML Cite \textit{C. Gu} and \textit{R. Gutman}, Ann. Appl. Stat. 13, No. 1, 466--491 (2019; Zbl 1418.62392) Full Text: DOI Euclid
Kuo, Kun-Lin; Wang, Yuchung J. Pseudo-Gibbs sampler for discrete conditional distributions. (English) Zbl 1415.62001 Ann. Inst. Stat. Math. 71, No. 1, 93-105 (2019). MSC: 62D05 62E15 PDF BibTeX XML Cite \textit{K.-L. Kuo} and \textit{Y. J. Wang}, Ann. Inst. Stat. Math. 71, No. 1, 93--105 (2019; Zbl 1415.62001) Full Text: DOI
She, Xichen; Wu, Changbao Fully efficient joint fractional imputation for incomplete bivariate ordinal responses. (English) Zbl 1412.62074 Stat. Sin. 29, No. 1, 409-430 (2019). MSC: 62H17 62H20 62L12 PDF BibTeX XML Cite \textit{X. She} and \textit{C. Wu}, Stat. Sin. 29, No. 1, 409--430 (2019; Zbl 1412.62074) Full Text: DOI
Manago, Kimberly F.; Hogue, Terri S.; Porter, Aaron; Hering, Amanda S. A Bayesian hierarchical model for multiple imputation of urban spatio-temporal groundwater levels. (English) Zbl 1407.62417 Stat. Probab. Lett. 144, 44-51 (2019). MSC: 62P12 62C10 PDF BibTeX XML Cite \textit{K. F. Manago} et al., Stat. Probab. Lett. 144, 44--51 (2019; Zbl 1407.62417) Full Text: DOI
Kopra, Juho; Karvanen, Juha; Härkänen, Tommi Bayesian models for data missing not at random in health examination surveys. (English) Zbl 07289501 Stat. Model. 18, No. 2, 113-128 (2018). MSC: 62 PDF BibTeX XML Cite \textit{J. Kopra} et al., Stat. Model. 18, No. 2, 113--128 (2018; Zbl 07289501) Full Text: DOI
Kim, Hang J.; Reiter, Jerome P.; Karr, Alan F. Simultaneous edit-imputation and disclosure limitation for business establishment data. (English) Zbl 07282645 J. Appl. Stat. 45, No. 1, 63-82 (2018). MSC: 62P25 62D99 PDF BibTeX XML Cite \textit{H. J. Kim} et al., J. Appl. Stat. 45, No. 1, 63--82 (2018; Zbl 07282645) Full Text: DOI
Nooraee, Nazanin; Molenberghs, Geert; Ormel, Johan; van den Heuvel, Edwin R. Strategies for handling missing data in longitudinal studies with questionnaires. (English) Zbl 07192724 J. Stat. Comput. Simulation 88, No. 17, 3415-3436 (2018). MSC: 62 PDF BibTeX XML Cite \textit{N. Nooraee} et al., J. Stat. Comput. Simulation 88, No. 17, 3415--3436 (2018; Zbl 07192724) Full Text: DOI
Schouten, Rianne Margaretha; Lugtig, Peter; Vink, Gerko Generating missing values for simulation purposes: a multivariate amputation procedure. (English) Zbl 07192695 J. Stat. Comput. Simulation 88, No. 15, 2909-2930 (2018). MSC: 62 PDF BibTeX XML Cite \textit{R. M. Schouten} et al., J. Stat. Comput. Simulation 88, No. 15, 2909--2930 (2018; Zbl 07192695) Full Text: DOI
Penning de Vries, Bas B. L.; van Smeden, Maarten; Groenwold, Rolf H. H. Propensity score estimation using classification and regression trees in the presence of missing covariate data. (English) Zbl 1427.62055 Epidemiol. Methods 7, No. 1, Article ID 20170020, 18 p. (2018). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{B. B. L. Penning de Vries} et al., Epidemiol. Methods 7, No. 1, Article ID 20170020, 18 p. (2018; Zbl 1427.62055) Full Text: DOI
Pan, Qiyuan; Wei, Rong Improved methods for estimating fraction of missing information in multiple imputation. (English) Zbl 1426.62035 Cogent Math. Stat. 5, Article ID 1551504, 13 p. (2018). MSC: 62D05 62P10 PDF BibTeX XML Cite \textit{Q. Pan} and \textit{R. Wei}, Cogent Math. Stat. 5, Article ID 1551504, 13 p. (2018; Zbl 1426.62035) Full Text: DOI
Liu, Xu; Shu, Xinxin; Zhou, Yong Quantile estimation with missing data. (Chinese. English summary) Zbl 1424.62067 Acta Math. Appl. Sin. 41, No. 2, 198-214 (2018). MSC: 62G05 62G20 62G08 PDF BibTeX XML Cite \textit{X. Liu} et al., Acta Math. Appl. Sin. 41, No. 2, 198--214 (2018; Zbl 1424.62067)
Linero, Antonio R.; Daniels, Michael J. Bayesian approaches for missing not at random outcome data: the role of identifying restrictions. (English) Zbl 1397.62223 Stat. Sci. 33, No. 2, 198-213 (2018). MSC: 62H30 62G05 PDF BibTeX XML Cite \textit{A. R. Linero} and \textit{M. J. Daniels}, Stat. Sci. 33, No. 2, 198--213 (2018; Zbl 1397.62223) Full Text: DOI Euclid
Audigier, Vincent; White, Ian R.; Jolani, Shahab; Debray, Thomas P. A.; Quartagno, Matteo; Carpenter, James; van Buuren, Stef; Resche-Rigon, Matthieu Multiple imputation for multilevel data with continuous and binary variables. (English) Zbl 1397.62265 Stat. Sci. 33, No. 2, 160-183 (2018). MSC: 62J15 62H30 PDF BibTeX XML Cite \textit{V. Audigier} et al., Stat. Sci. 33, No. 2, 160--183 (2018; Zbl 1397.62265) Full Text: DOI Euclid
Yu, Guanglei; Zhu, Liang; Sun, Jianguo; Robison, Leslie L. Regression analysis of incomplete data from event history studies with the proportional rates model. (English) Zbl 06938683 Stat. Interface 11, No. 1, 91-97 (2018). MSC: 62 PDF BibTeX XML Cite \textit{G. Yu} et al., Stat. Interface 11, No. 1, 91--97 (2018; Zbl 06938683) Full Text: DOI
Xu, Stanley; Clarke, Christina L.; Newcomer, Sophia R.; Daley, Matthew F.; Glanz, Jason M. Analyzing self-controlled case series data when case confirmation rates are estimated from an internal validation sample. (English) Zbl 1400.62297 Biom. J. 60, No. 4, 748-760 (2018). MSC: 62P10 62D05 PDF BibTeX XML Cite \textit{S. Xu} et al., Biom. J. 60, No. 4, 748--760 (2018; Zbl 1400.62297) Full Text: DOI
Kuo, Kun-Lin; Wang, Yuchung J. Simulating conditionally specified models. (English) Zbl 06919549 J. Multivariate Anal. 167, 171-180 (2018). MSC: 65C05 65C60 68T05 PDF BibTeX XML Cite \textit{K.-L. Kuo} and \textit{Y. J. Wang}, J. Multivariate Anal. 167, 171--180 (2018; Zbl 06919549) Full Text: DOI
Jalali Farahani, E.; Baghfalaki, T. Multiple-model multiple imputation for longitudinal count data to address uncertainty in missingness mechanism. (English) Zbl 1395.62215 Appl. Appl. Math. 13, No. 1, 84-96 (2018). MSC: 62J12 62P10 PDF BibTeX XML Cite \textit{E. Jalali Farahani} and \textit{T. Baghfalaki}, Appl. Appl. Math. 13, No. 1, 84--96 (2018; Zbl 1395.62215) Full Text: Link
Wang, Peijie; Tong, Xingwei; Sun, Jianguo A semiparametric regression cure model for doubly censored data. (English) Zbl 06912274 Lifetime Data Anal. 24, No. 3, 492-508 (2018). MSC: 62N 62P10 PDF BibTeX XML Cite \textit{P. Wang} et al., Lifetime Data Anal. 24, No. 3, 492--508 (2018; Zbl 06912274) Full Text: DOI
Jolani, Shahab Hierarchical imputation of systematically and sporadically missing data: an approximate Bayesian approach using chained equations. (English) Zbl 1387.62116 Biom. J. 60, No. 2, 333-351 (2018). MSC: 62P10 62F15 PDF BibTeX XML Cite \textit{S. Jolani}, Biom. J. 60, No. 2, 333--351 (2018; Zbl 1387.62116) Full Text: DOI
Inan, G.; Yucel, R. Joint GEEs for multivariate correlated data with incomplete binary outcomes. (English) Zbl 07282131 J. Appl. Stat. 44, No. 11, 1920-1937 (2017). MSC: 62-07 62H12 62J12 62P10 PDF BibTeX XML Cite \textit{G. Inan} and \textit{R. Yucel}, J. Appl. Stat. 44, No. 11, 1920--1937 (2017; Zbl 07282131) Full Text: DOI
Mcneish, Daniel Missing data methods for arbitrary missingness with small samples. (English) Zbl 07282024 J. Appl. Stat. 44, No. 1, 24-39 (2017). MSC: 62 PDF BibTeX XML Cite \textit{D. Mcneish}, J. Appl. Stat. 44, No. 1, 24--39 (2017; Zbl 07282024) Full Text: DOI
van Ginkel, Joost R.; Kroonenberg, Pieter M. Evaluation of multiple-imputation procedures for three-mode component models. (English) Zbl 07192110 J. Stat. Comput. Simulation 87, No. 16, 3059-3081 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. R. van Ginkel} and \textit{P. M. Kroonenberg}, J. Stat. Comput. Simulation 87, No. 16, 3059--3081 (2017; Zbl 07192110) Full Text: DOI
Gupta, Vinay K.; Grover, Gurprit Multiple imputation for gamma outcome variable using generalized linear model. (English) Zbl 07192044 J. Stat. Comput. Simulation 87, No. 10, 1980-1988 (2017). MSC: 62 PDF BibTeX XML Cite \textit{V. K. Gupta} and \textit{G. Grover}, J. Stat. Comput. Simulation 87, No. 10, 1980--1988 (2017; Zbl 07192044) Full Text: DOI
Yucel, Recai Impact of the non-distinctness and non-ignorability on the inference by multiple imputation in multivariate multilevel data: a simulation assessment. (English) Zbl 07192032 J. Stat. Comput. Simulation 87, No. 9, 1813-1826 (2017). MSC: 62F15 62J05 62D99 PDF BibTeX XML Cite \textit{R. Yucel}, J. Stat. Comput. Simulation 87, No. 9, 1813--1826 (2017; Zbl 07192032) Full Text: DOI
Do, Gipeum; Kim, Yang-Jin Analysis of interval censored competing risk data with missing causes of failure using pseudo values approach. (English) Zbl 07191960 J. Stat. Comput. Simulation 87, No. 4, 631-639 (2017). MSC: 62 PDF BibTeX XML Cite \textit{G. Do} and \textit{Y.-J. Kim}, J. Stat. Comput. Simulation 87, No. 4, 631--639 (2017; Zbl 07191960) Full Text: DOI
Hendry, G. M.; Zewotir, T.; Naidoo, R. N.; North, D. A comparative study of multiple imputation and subset correspondence analysis in dealing with missing data. (English) Zbl 1397.62454 S. Afr. Stat. J. 51, No. 1, 183-198 (2017). MSC: 62P10 PDF BibTeX XML Cite \textit{G. M. Hendry} et al., S. Afr. Stat. J. 51, No. 1, 183--198 (2017; Zbl 1397.62454) Full Text: Link
Geronimi, J.; Saporta, G. Variable selection for multiply-imputed data with penalized generalized estimating equations. (English) Zbl 06917811 Comput. Stat. Data Anal. 110, 103-114 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. Geronimi} and \textit{G. Saporta}, Comput. Stat. Data Anal. 110, 103--114 (2017; Zbl 06917811) Full Text: DOI
Shu, Xinxin; Zhang, Li; Zhou, Yong Sample quantile estimation for ignorable nonresponse. (Chinese. English summary) Zbl 1399.62076 Acta Math. Sin., Chin. Ser. 60, No. 5, 865-882 (2017). MSC: 62G08 62G20 62D05 62F40 PDF BibTeX XML Cite \textit{X. Shu} et al., Acta Math. Sin., Chin. Ser. 60, No. 5, 865--882 (2017; Zbl 1399.62076)
Lohr, Sharon L.; Raghunathan, Trivellore E. Combining survey data with other data sources. (English) Zbl 1381.62026 Stat. Sci. 32, No. 2, 293-312 (2017). MSC: 62D05 PDF BibTeX XML Cite \textit{S. L. Lohr} and \textit{T. E. Raghunathan}, Stat. Sci. 32, No. 2, 293--312 (2017; Zbl 1381.62026) Full Text: DOI Euclid
Deyoreo, Maria; Reiter, Jerome P.; Hillygus, D. Sunshine Bayesian mixture models with focused clustering for mixed ordinal and nominal data. (English) Zbl 1384.62192 Bayesian Anal. 12, No. 3, 679-703 (2017). MSC: 62H30 62F15 62P25 PDF BibTeX XML Cite \textit{M. Deyoreo} et al., Bayesian Anal. 12, No. 3, 679--703 (2017; Zbl 1384.62192) Full Text: DOI Euclid
Dine, Abdessamad; Larocque, Denis; Bellavance, François Multivariate forests with missing mixed outcomes. (English) Zbl 1402.62103 Commun. Stat., Theory Methods 46, No. 23, 11500-11513 (2017). MSC: 62H12 62M20 PDF BibTeX XML Cite \textit{A. Dine} et al., Commun. Stat., Theory Methods 46, No. 23, 11500--11513 (2017; Zbl 1402.62103) Full Text: DOI
Nienkemper-Swanepoel, Johané; von Maltitz, Michael J. Investigating the performance of a variation of multiple correspondence analysis for multiple imputation in categorical data sets. (English) Zbl 1381.62278 J. Classif. 34, No. 3, 384-398 (2017). MSC: 62P10 62H25 62H30 PDF BibTeX XML Cite \textit{J. Nienkemper-Swanepoel} and \textit{M. J. von Maltitz}, J. Classif. 34, No. 3, 384--398 (2017; Zbl 1381.62278) Full Text: DOI
Chen, Sixia; Haziza, David Multiply robust imputation procedures for zero-inflated distributions in surveys. (English) Zbl 1392.62023 Metron 75, No. 3, 333-343 (2017). MSC: 62D05 PDF BibTeX XML Cite \textit{S. Chen} and \textit{D. Haziza}, Metron 75, No. 3, 333--343 (2017; Zbl 1392.62023) Full Text: DOI
Scharf, Henry; Hooten, Mevin B.; Johnson, Devin S. Imputation approaches for animal movement modeling. (English) Zbl 1388.62351 J. Agric. Biol. Environ. Stat. 22, No. 3, 335-352 (2017). MSC: 62P12 62D05 92D50 PDF BibTeX XML Cite \textit{H. Scharf} et al., J. Agric. Biol. Environ. Stat. 22, No. 3, 335--352 (2017; Zbl 1388.62351) Full Text: DOI
Hu, Yanan; Yang, Yaqi; Wang, Chunyu; Tian, Maozai Imputation in nonparametric quantile regression with complex data. (English) Zbl 1380.62172 Stat. Probab. Lett. 127, 120-130 (2017). MSC: 62G08 PDF BibTeX XML Cite \textit{Y. Hu} et al., Stat. Probab. Lett. 127, 120--130 (2017; Zbl 1380.62172) Full Text: DOI
Berchtold, André; Surís, Joan-Carles Imputation of repeatedly observed multinomial variables in longitudinal surveys. (English) Zbl 06777622 Commun. Stat., Simulation Comput. 46, No. 4, 3267-3283 (2017). MSC: 62D05 62P25 PDF BibTeX XML Cite \textit{A. Berchtold} and \textit{J.-C. Surís}, Commun. Stat., Simulation Comput. 46, No. 4, 3267--3283 (2017; Zbl 06777622) Full Text: DOI
Law, Martin; Jackson, Dan Residual plots for linear regression models with censored outcome data: A refined method for visualizing residual uncertainty. (English) Zbl 06777615 Commun. Stat., Simulation Comput. 46, No. 4, 3159-3171 (2017). MSC: 62J05 62-09 62N01 62P10 PDF BibTeX XML Cite \textit{M. Law} and \textit{D. Jackson}, Commun. Stat., Simulation Comput. 46, No. 4, 3159--3171 (2017; Zbl 06777615) Full Text: DOI
Sulis, Isabella; Porcu, Mariano Handling missing data in item response theory. Assessing the accuracy of a multiple imputation procedure based on latent class analysis. (English) Zbl 1373.62566 J. Classif. 34, No. 2, 327-359 (2017). MSC: 62P15 PDF BibTeX XML Cite \textit{I. Sulis} and \textit{M. Porcu}, J. Classif. 34, No. 2, 327--359 (2017; Zbl 1373.62566) Full Text: DOI
Zhang, Xiao; Li, Quanlin; Cropsey, Karen; Yang, Xiaowei; Zhang, Kui; Belin, Thomas A multiple imputation method for incomplete correlated ordinal data using multivariate probit models. (English) Zbl 1422.62179 Commun. Stat., Simulation Comput. 46, No. 3, 2360-2375 (2017). MSC: 62H10 62P25 62P10 PDF BibTeX XML Cite \textit{X. Zhang} et al., Commun. Stat., Simulation Comput. 46, No. 3, 2360--2375 (2017; Zbl 1422.62179) Full Text: DOI
Wu, Yuanshan; Yin, Guosheng Multiple imputation for cure rate quantile regression with censored data. (English) Zbl 1366.62246 Biometrics 73, No. 1, 94-103 (2017). MSC: 62P10 62N01 62D05 PDF BibTeX XML Cite \textit{Y. Wu} and \textit{G. Yin}, Biometrics 73, No. 1, 94--103 (2017; Zbl 1366.62246) Full Text: DOI
Binder, Nadine; Herrnböck, Anne-Sophie; Schumacher, Martin Estimating hazard ratios in cohort data with missing disease information due to death. (English) Zbl 1365.62409 Biom. J. 59, No. 2, 251-269 (2017). MSC: 62P10 62-07 62N01 PDF BibTeX XML Cite \textit{N. Binder} et al., Biom. J. 59, No. 2, 251--269 (2017; Zbl 1365.62409) Full Text: DOI
Audigier, Vincent; Husson, François; Josse, Julie MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. (English) Zbl 06697670 Stat. Comput. 27, No. 2, 501-518 (2017). MSC: 62H25 62-07 62F40 PDF BibTeX XML Cite \textit{V. Audigier} et al., Stat. Comput. 27, No. 2, 501--518 (2017; Zbl 06697670) Full Text: DOI
Lehmann, Thomas; Schlattmann, Peter Treatment of nonignorable missing data when modeling unobserved heterogeneity with finite mixture models. (English) Zbl 1357.62317 Biom. J. 59, No. 1, 159-171 (2017). MSC: 62P10 62-07 62N01 62H30 62F10 PDF BibTeX XML Cite \textit{T. Lehmann} and \textit{P. Schlattmann}, Biom. J. 59, No. 1, 159--171 (2017; Zbl 1357.62317) Full Text: DOI
Härkänen, Tommi; Karvanen, Juha; Tolonen, Hanna; Lehtonen, Risto; Djerf, Kari; Juntunen, Teppo; Koskinen, Seppo Systematic handling of missing data in complex study designs – experiences from the health 2000 and 2011 surveys. (English) Zbl 07281649 J. Appl. Stat. 43, No. 15, 2772-2790 (2016). MSC: 62-07 62-09 62P10 62P25 PDF BibTeX XML Cite \textit{T. Härkänen} et al., J. Appl. Stat. 43, No. 15, 2772--2790 (2016; Zbl 07281649) Full Text: DOI
Delord, Marc; Génin, Emmanuelle Multiple imputation for competing risks regression with interval-censored data. (English) Zbl 07184728 J. Stat. Comput. Simulation 86, No. 11, 2217-2228 (2016). MSC: 62N01 62N02 62N03 PDF BibTeX XML Cite \textit{M. Delord} and \textit{E. Génin}, J. Stat. Comput. Simulation 86, No. 11, 2217--2228 (2016; Zbl 07184728) Full Text: DOI
Audigier, Vincent; Husson, François; Josse, Julie Multiple imputation for continuous variables using a Bayesian principal component analysis. (English) Zbl 07184723 J. Stat. Comput. Simulation 86, No. 11, 2140-2156 (2016). MSC: 62H25 62F10 62F40 62F15 PDF BibTeX XML Cite \textit{V. Audigier} et al., J. Stat. Comput. Simulation 86, No. 11, 2140--2156 (2016; Zbl 07184723) Full Text: DOI
van der Elst, W.; Hermans, L.; Verbeke, G.; Kenward, M. G.; Nassiri, V.; Molenberghs, G. Unbalanced cluster sizes and rates of convergence in mixed-effects models for clustered data. (English) Zbl 07184722 J. Stat. Comput. Simulation 86, No. 11, 2123-2139 (2016). MSC: 62J99 62P10 PDF BibTeX XML Cite \textit{W. van der Elst} et al., J. Stat. Comput. Simulation 86, No. 11, 2123--2139 (2016; Zbl 07184722) Full Text: DOI
Larose, Chantal; Harel, Ofer; Kordas, Katarzyna; Dey, Dipak K. Latent class analysis of incomplete data via an entropy-based criterion. (English) Zbl 07037211 Stat. Methodol. 32, 107-121 (2016). MSC: 62 PDF BibTeX XML Cite \textit{C. Larose} et al., Stat. Methodol. 32, 107--121 (2016; Zbl 07037211) Full Text: DOI
Yang, Shu; Kim, Jae Kwang Fractional imputation in survey sampling: a comparative review. (English) Zbl 1442.62032 Stat. Sci. 31, No. 3, 415-432 (2016). MSC: 62D05 62P25 PDF BibTeX XML Cite \textit{S. Yang} and \textit{J. K. Kim}, Stat. Sci. 31, No. 3, 415--432 (2016; Zbl 1442.62032) Full Text: DOI Euclid
Wu, Qiang; Yao, Weixin Mixtures of quantile regressions. (English) Zbl 06918695 Comput. Stat. Data Anal. 93, 162-176 (2016). MSC: 62 PDF BibTeX XML Cite \textit{Q. Wu} and \textit{W. Yao}, Comput. Stat. Data Anal. 93, 162--176 (2016; Zbl 06918695) Full Text: DOI
Lee, Min Cherng; Mitra, Robin Multiply imputing missing values in data sets with mixed measurement scales using a sequence of generalised linear models. (English) Zbl 06918600 Comput. Stat. Data Anal. 95, 24-38 (2016). MSC: 62 PDF BibTeX XML Cite \textit{M. C. Lee} and \textit{R. Mitra}, Comput. Stat. Data Anal. 95, 24--38 (2016; Zbl 06918600) Full Text: DOI
Zhou, Jie; Zhang, Jiajia; McLain, Alexander C.; Cai, Bo A multiple imputation approach for semiparametric cure model with interval censored data. (English) Zbl 06918378 Comput. Stat. Data Anal. 99, 105-114 (2016). MSC: 62 PDF BibTeX XML Cite \textit{J. Zhou} et al., Comput. Stat. Data Anal. 99, 105--114 (2016; Zbl 06918378) Full Text: DOI
Chen, Ling; Sun, Jianguo; Xiong, Chengjie A multiple imputation approach to the analysis of clustered interval-censored failure time data with the additive hazards model. (English) Zbl 06918226 Comput. Stat. Data Anal. 103, 242-249 (2016). MSC: 62 PDF BibTeX XML Cite \textit{L. Chen} et al., Comput. Stat. Data Anal. 103, 242--249 (2016; Zbl 06918226) Full Text: DOI
Lee, Shen-Ming; Hwang, Wen-Han; de Dieu Tapsoba, Jean Estimation in closed capture-recapture models when covariates are missing at random. (English) Zbl 1390.62280 Biometrics 72, No. 4, 1294-1304 (2016). MSC: 62P10 62H12 62J02 PDF BibTeX XML Cite \textit{S.-M. Lee} et al., Biometrics 72, No. 4, 1294--1304 (2016; Zbl 1390.62280) Full Text: DOI
Raghunathan, Trivellore Missing data analysis in practice. (English) Zbl 1377.62006 Chapman & Hall/CRC Interdisciplinary Statistics Series. Boca Raton, FL: CRC Press (ISBN 978-1-4822-1192-4/hbk; 978-1-4822-1193-1/ebook). xix, 210 p. (2016). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62-01 62D05 62Jxx 62N05 62P10 PDF BibTeX XML Cite \textit{T. Raghunathan}, Missing data analysis in practice. Boca Raton, FL: CRC Press (2016; Zbl 1377.62006) Full Text: Link
Grilli, Leonardo; Pennoni, Fulvia; Rampichini, Carla; Romeo, Isabella Exploiting TIMSS and PIRLS combined data: multivariate multilevel modelling of student achievement. (English) Zbl 1454.62468 Ann. Appl. Stat. 10, No. 4, 2405-2426 (2016). MSC: 62P15 62D05 PDF BibTeX XML Cite \textit{L. Grilli} et al., Ann. Appl. Stat. 10, No. 4, 2405--2426 (2016; Zbl 1454.62468) Full Text: DOI
Karangwa, Innocent; Kotze, Danelle; Blignaut, Renette Multiple imputation of unordered categorical missing data: a comparison of the multivariate normal imputation and multiple imputation by chained equations. (English) Zbl 1359.62480 Braz. J. Probab. Stat. 30, No. 4, 521-539 (2016). MSC: 62P10 62N99 PDF BibTeX XML Cite \textit{I. Karangwa} et al., Braz. J. Probab. Stat. 30, No. 4, 521--539 (2016; Zbl 1359.62480) Full Text: DOI
Del Greco M., Fabiola; Pattaro, Cristian; Minelli, Cosetta; Thompson, John R. Bayesian analysis of censored response data in family-based genetic association studies. (English) Zbl 1358.62092 Biom. J. 58, No. 5, 1039-1053 (2016). MSC: 62P10 62N01 62-07 92D20 PDF BibTeX XML Cite \textit{F. Del Greco M.} et al., Biom. J. 58, No. 5, 1039--1053 (2016; Zbl 1358.62092) Full Text: DOI
Shortreed, Susan M.; Laber, Eric B.; Pineau, Joelle; Murphy, Susan A. Imputing missing data from sequential multiple assignment randomized trials. (English) Zbl 1429.92008 Kosorok, Michael R. (ed.) et al., Adaptive treatment strategies in practice. Planning trials and analyzing data for personalized medicine. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM); Alexandria, VA: American Statistical Association (ASA). ASA-SIAM Ser. Stat. Appl. Probab. 21, 187-203 (2016). MSC: 92B15 62P10 62L10 PDF BibTeX XML Cite \textit{S. M. Shortreed} et al., ASA-SIAM Ser. Stat. Appl. Probab. 21, 187--203 (2016; Zbl 1429.92008)
van der Palm, Daniël W.; van der Ark, L. Andries; Vermunt, Jeroen K. Divisive latent class modeling as a density estimation method for categorical data. (English) Zbl 1347.62125 J. Classif. 33, No. 1, 52-72 (2016). MSC: 62H30 62G07 PDF BibTeX XML Cite \textit{D. W. van der Palm} et al., J. Classif. 33, No. 1, 52--72 (2016; Zbl 1347.62125) Full Text: DOI
Lee, Min Cherng; Mitra, Robin; Lazaridis, Emmanuel; Lai, An Chow; Goh, Yong Kheng; Yap, Wun-She Statistical disclosure control for data privacy using sequence of generalised linear models. (English) Zbl 06620892 Liu, Joseph K. K. (ed.) et al., Information security and privacy. 21st Australasian conference, ACISP 2016, Melbourne, VIC, Australia, July 4–6, 2016. Proceedings. Part I. Cham: Springer (ISBN 978-3-319-40252-9/pbk; 978-3-319-40253-6/ebook). Lecture Notes in Computer Science 9722, 77-93 (2016). MSC: 68 PDF BibTeX XML Cite \textit{M. C. Lee} et al., Lect. Notes Comput. Sci. 9722, 77--93 (2016; Zbl 06620892) Full Text: DOI
Shu, Xu; Schaubel, Douglas E. Semiparametric methods to contrast gap time survival functions: application to repeat kidney transplantation. (English) Zbl 1419.62447 Biometrics 72, No. 2, 525-534 (2016). MSC: 62P10 62N02 62G05 PDF BibTeX XML Cite \textit{X. Shu} and \textit{D. E. Schaubel}, Biometrics 72, No. 2, 525--534 (2016; Zbl 1419.62447) Full Text: DOI
De Jong, Roel; van Buuren, Stef; Spiess, Martin Multiple imputation of predictor variables using generalized additive models. (English) Zbl 1342.62043 Commun. Stat., Simulation Comput. 45, No. 3, 968-985 (2016). MSC: 62F35 PDF BibTeX XML Cite \textit{R. De Jong} et al., Commun. Stat., Simulation Comput. 45, No. 3, 968--985 (2016; Zbl 1342.62043) Full Text: DOI
Li, Zhiguo; Owzar, Kouros Fitting Cox models with doubly censored data using spline-based sieve marginal likelihood. (English) Zbl 1419.62284 Scand. J. Stat. 43, No. 2, 476-486 (2016). MSC: 62N05 62N02 62G05 62G20 62P10 PDF BibTeX XML Cite \textit{Z. Li} and \textit{K. Owzar}, Scand. J. Stat. 43, No. 2, 476--486 (2016; Zbl 1419.62284) Full Text: DOI
Liu, Ying; Wang, Yuanjia; Feng, Yang; Wall, Melanie M. Variable selection and prediction with incomplete high-dimensional data. (English) Zbl 1454.62028 Ann. Appl. Stat. 10, No. 1, 418-450 (2016). MSC: 62-08 62D10 62J07 62P10 PDF BibTeX XML Cite \textit{Y. Liu} et al., Ann. Appl. Stat. 10, No. 1, 418--450 (2016; Zbl 1454.62028) Full Text: DOI Euclid
Si, Yajuan; Reiter, Jerome P.; Hillygus, D. Sunshine Bayesian latent pattern mixture models for handling attrition in panel studies with refreshment samples. (English) Zbl 1454.62056 Ann. Appl. Stat. 10, No. 1, 118-143 (2016). MSC: 62D05 62F15 62M10 62P25 PDF BibTeX XML Cite \textit{Y. Si} et al., Ann. Appl. Stat. 10, No. 1, 118--143 (2016; Zbl 1454.62056) Full Text: DOI Euclid