Search Results - subject:"Missingness mechanism"

Handling missing values in information systems research : a review of methods and assumptions

Peng, Jiaxu; Hahn, Jungpil; Huang, Ke-Wei - In: Information systems research : ISR 34 (2023) 1, pp. 5-26

Persistent link: https://www.econbiz.de/10014323272

Sequential Regression Multiple Imputation for Incomplete Multivariate Data using Markov Chain Monte Carlo

Ardington, Cally; Leibbrandt, Murray; Lacerda, Miguel - Southern Africa Labour and Development Research Unit … - 2007

This paper discusses the theoretical background to handling missing data in a multivariate context. Earlier methods for dealing with item non-response are reviewed, followed by an examination of some of the more modern methods and, in particular, multiple imputation. One such technique, known as...

Persistent link: https://www.econbiz.de/10008522328

Problems with Tests of the Missingness Mechanism in Quantitative Policy Studies

Rhoads, Christopher H. - In: Statistics, Politics, and Policy 3 (2012) 1

missingness mechanism (including tests of MAR) appear in the literature. The current paper clarifies that all of these tests rely … on some assumption that cannot be tested from the data. The paper notes that tests of the missingness mechanism are … develop the false impression that modern procedures for handling missing data in conjunction with tests of the missingness …

Persistent link: https://www.econbiz.de/10014621089

Fractional imputation for incomplete two-way contingency tables

Kang, Shin-Soo; Koehler, Kenneth; Larsen, Michael - In: Metrika 75 (2012) 5, pp. 581-599

Persistent link: https://www.econbiz.de/10010846104