Missing data in clinical studies: issues and methods.
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[1] T. Smith,et al. A Randomized Phase II Study of Acivicin and 4'Deoxydoxorubicin in Patients with Hepatocellular Carcinoma in an Eastern Cooperative Oncology Group Study , 1990, American journal of clinical oncology.
[2] John Van Hoewyk,et al. A multivariate technique for multiply imputing missing values using a sequence of regression models , 2001 .
[3] J. Kirkwood,et al. Interferon alfa-2b adjuvant therapy of high-risk resected cutaneous melanoma: the Eastern Cooperative Oncology Group Trial EST 1684. , 1996, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.
[4] Haitao Chu,et al. On estimation of vaccine efficacy using validation samples with selection bias. , 2006, Biostatistics.
[5] Joseph G. Ibrahim,et al. Bayesian methods for generalized linear models with covariates missing at random , 2002 .
[6] David E. Booth,et al. Analysis of Incomplete Multivariate Data , 2000, Technometrics.
[7] Thomas A Louis,et al. Random Effects Models in a Meta-Analysis of the Accuracy of Two Diagnostic Tests Without a Gold Standard , 2009, Journal of the American Statistical Association.
[8] S. Lipsitz,et al. Missing-Data Methods for Generalized Linear Models , 2005 .
[9] M. H. Chen,et al. Non-ignorable missing covariates in generalized linear models. , 1999, Statistics in medicine.
[10] R. Irizarry,et al. Generalized Additive Selection Models for the Analysis of Studies with Potentially Nonignorable Missing Outcome Data , 2003, Biometrics.
[11] J. Robins,et al. Estimation of Regression Coefficients When Some Regressors are not Always Observed , 1994 .
[12] J G Ibrahim,et al. Parameter estimation from incomplete data in binomial regression when the missing data mechanism is nonignorable. , 1996, Biometrics.
[13] Joseph G. Ibrahim,et al. Missing covariates in generalized linear models when the missing data mechanism is non‐ignorable , 1999 .
[14] V. Sondak,et al. High- and low-dose interferon alfa-2b in high-risk melanoma: first analysis of intergroup trial E1690/S9111/C9190. , 2000, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.
[15] A simple method for analyzing data from a randomized trial with a missing binary outcome , 2003, BMC medical research methodology.
[16] J. Ibrahim,et al. Likelihood-Based Methods for Missing Covariates in the Cox Proportional Hazards Model , 2001 .
[17] Werner Vach,et al. Logistic Regression with Missing Values in the Covariates , 1994 .
[18] Laurence S Freedman,et al. Simple adjustments for randomized trials with nonrandomly missing or censored outcomes arising from informative covariates. , 2005, Biostatistics.
[19] J G Ibrahim,et al. Estimating equations with incomplete categorical covariates in the Cox model. , 1998, Biometrics.
[20] G. Molenberghs,et al. Models for Discrete Longitudinal Data , 2005 .
[21] J. Robins,et al. Semiparametric Efficiency in Multivariate Regression Models with Missing Data , 1995 .
[22] S. Fienberg,et al. The Analysis of Contingency Tables with Incompletely Classified Data , 1976 .
[23] Joseph G. Ibrahim,et al. Using auxiliary data for parameter estimation with non‐ignorably missing outcomes , 2001 .
[24] Ana Ivelisse Avilés,et al. Linear Mixed Models for Longitudinal Data , 2001, Technometrics.
[25] C. Fuchs. Maximum Likelihood Estimation and Model Selection in Contingency Tables with Missing Data , 1982 .
[26] Roderick J. A. Little,et al. A test of missing completely at random for generalised estimating equations with missing data , 1999 .
[27] J. Robins,et al. Analysis of semiparametric regression models for repeated outcomes in the presence of missing data , 1995 .
[28] Søren Feodor Nielsen,et al. Proper and Improper Multiple Imputation , 2003 .
[29] J. Ibrahim. Incomplete Data in Generalized Linear Models , 1990 .
[30] Joseph G. Ibrahim,et al. Missing data methods in longitudinal studies: a review , 2009 .
[31] J G Ibrahim,et al. Using the EM-algorithm for survival data with incomplete categorical covariates , 1996, Lifetime data analysis.
[32] S. Lipsitz,et al. Hepatocellular Carcinoma: An ECOG Randomized Phase II Study of Beta‐Interferon and Menagoril , 1995, American journal of clinical oncology.
[33] J. Robins,et al. Semiparametric regression estimation in the presence of dependent censoring , 1995 .
[34] Joseph G. Ibrahim,et al. A Weighted Estimating Equation for Missing Covariate Data with Properties Similar to Maximum Likelihood , 1999 .
[35] S. Lipsitz,et al. Missing responses in generalised linear mixed models when the missing data mechanism is nonignorable , 2001 .
[36] D. Rubin,et al. Statistical Analysis with Missing Data. , 1989 .
[37] Michael J Schell,et al. Phase III trial comparing a defined duration of therapy versus continuous therapy followed by second-line therapy in advanced-stage IIIB/IV non-small-cell lung cancer. , 2002, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.
[38] Joseph G. Ibrahim,et al. A conditional model for incomplete covariates in parametric regression models , 1996 .
[39] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[40] Roderick J. A. Little,et al. Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data , 2002 .
[41] R. Little,et al. Maximum likelihood estimation for mixed continuous and categorical data with missing values , 1985 .
[42] J. Robins,et al. Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models , 1999 .
[43] James M. Robins,et al. Semiparametric Regression for Repeated Outcomes With Nonignorable Nonresponse , 1998 .
[44] J. Robins,et al. Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric models. , 1997, Statistics in medicine.
[45] Ian R White,et al. Adjusting for partially missing baseline measurements in randomized trials , 2005, Statistics in medicine.
[46] H. Chu,et al. Estimating vaccine efficacy using auxiliary outcome data and a small validation sample , 2004, Statistics in medicine.
[47] Joseph G. Ibrahim,et al. Maximum likelihood inference for the Cox regression model with applications to missing covariates , 2009, J. Multivar. Anal..