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As individuals may or may not be injured during their period of study, employees may be censored, bringing to mind survival analytic tools to handle such data.
As electronic medical records data are not well suited to standard survival analytic approaches, we utilised an incident user cohort design to construct an exposure risk period for each patient.
In addition, linkage rates and non-retention and mortality rates 12 months after HIV diagnosis will be compared between study arms using Kaplan-Meier survival analytic techniques using robust sandwich estimates to account for clustering.
Survival analytic methods, such as Cox regression analysis, have recently been challenged for their appropriateness to evaluate ICU-mortality: the main criticism applies to the fact that in order to yield correct results, censoring must be independent of the outcome of interest (i.e. mortality) [ 33- 36].
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Attention is given to the benefits of using survival analysis as a data analytic technique applicable for employee retention studies.
27, 28 To estimate the absolute gains in FFBF, we calculated the meta-analytic survival curves as suggested by Parmar et al. 26 A pooled estimate of the HR was computed by a fixed-effect model according to the inverse variance method.
The survival analysis results should be treated as approximate, because this analytic approach is sensitive to small numbers of events (few (re)arrests in our case).
Case subjects with missing data were excluded from the survival model, resulting in an analytic sample of 13,401 patients.
Piecewise exponential models are needed here, since they make it easy to specify the model in terms of survival probabilities and hazards and provide analytic expressions for the RMST and RSDST.
Looking at incidences by means of hazard ratios yields interpretable results in terms of proportions recovered and holds the possibilities of the analytic methods used for survival analyses [ 19].
After a methodological assessment, we estimated individual hazard ratios (HR) estimating RAS protein alteration or RAS mutation effect on survival and combined them using meta-analytic methods.
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