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But the fact remains that when, in November 1895, the British Government gave control of the southern portion of Bechuanaland to Cape Colony and the northern to the Chartered Company - a sinister act, giving colour to many imputations - the Johannesburg agitation boiled up afresh, and Rhodes gave Jameson his orders to collect the Company's troops and prepare for an expedition with Maxim guns.
For example, which variables should be included in the imputation model, what imputation method should be used, and how many imputations are required.
We chose 100 imputations (m) as a conservative choice, as recent recommendations are to perform as many imputations as the proportion of missing cases in a study.
Due to missing IVGI data from the two patients who only partly finished the IVGI, we analysed only the data from the first 180 minutes in order to avoid too many imputations.
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To cope with this inherent problem, many imputation methods have been proposed.
In addition, to assist researchers in dealing with missing values easily, we built a web-based and easy-to-use imputation tool, MissVIA (http://cosbi.ee.ncku.edu.tw/MissVIA), which supports many imputation algorithms.
In particular, haplotype inference is required for the application of many imputation algorithms (Marchini et al., 2007), which are now widely applied in the analysis of genome-wide association studies.
However, too many missing values in a gene will result in big estimation error and reusing a gene with too many imputed values will reduce the imputation performance.
Graham, Olchowski, and Gilreath (2007) recommend that researchers using multiple imputation should perform many more imputations than previously considered sufficient.
Notice that DA gives us a distribution of imputed values (i.e. the possibility of obtaining as many stochastic imputations as we want), whereas EM provides only one single deterministic imputation.
Many laid imputations to his charge.
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