TY  - JOUR
T1  - Itemwise conditionally independent nonresponse modeling for multivariate categorical data
JF  - Biometrika
Y1  - 2017
A1  - Sadinle, M.
A1  - Reiter, J. P.
KW  - Identification
KW  - Missing not at random
KW  - Non-parametric saturated
KW  - Partial ignorability
KW  - Sensitivity analysis
AB  - With nonignorable missing data, likelihood-based inference should be based on the joint  distribution of the study variables and their missingness indicators. These joint models cannot  be estimated from the data alone, thus requiring the analyst to impose restrictions that make the  models uniquely obtainable from the distribution of the observed data. We present an approach  for constructing classes of identifiable nonignorable missing data models. The main idea is to use  a sequence of carefully set up identifying assumptions, whereby we specify potentially different  missingness mechanisms for different blocks of variables. We show that the procedure results in  models with the desirable property of being non-parametric saturated.
VL  - 104
ER  - 

TY  - CHAP
T1  - A Comparison of Blocking Methods for Record Linkage
T2  - Privacy in Statistical Databases
Y1  - 2014
A1  - Steorts, R.
A1  - Ventura, S.
A1  - Sadinle, M.
A1  - Fienberg, S. E.
A1  - Domingo-Ferrer, J.
JF  - Privacy in Statistical Databases
PB  - Springer
VL  - 8744
UR  - http://link.springer.com/chapter/10.1007/978-3-319-11257-2_20
ER  - 

TY  - JOUR
T1  - Detecting Duplicates in a Homicide Registry Using a Bayesian Partitioning Approach
JF  - Annals of Applied Statistics
Y1  - 2014
A1  - Sadinle, M.
VL  - 8
ER  - 

TY  - JOUR
T1  - A Generalized Fellegi-Sunter Framework for Multiple Record Linkage with Application to Homicide Record Systems
JF  - Journal of the American Statistical Association
Y1  - 2013
A1  - Sadinle, M.
A1  - Fienberg, S. E.
VL  - 108
UR  - http://dx.doi.org/10.1080/01621459.2012.757231
ER  - 

TY  - CONF
T1  - Approaches to Multiple Record Linkage
T2  - Proceedings of the 58th World Statistical Congress
Y1  - 2011
A1  - Sadinle, M.
A1  - Hall, R.
A1  - Fienberg, S. E.
JF  - Proceedings of the 58th World Statistical Congress
PB  - International Statistical Institute
CY  - Dublin
UR  - http://2011.isiproceedings.org/papers/450092.pdf
ER  -