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Chinese Journal of Acupuncture and Moxibustion(Electronic Edition) ›› 2017, Vol. 06 ›› Issue (04): 140-142. doi: 10.3877/cma.j.issn.2095-3240.2017.04.003

Special Issue:

• Original Articles • Previous Articles     Next Articles

Comparison of the unpredictability between the simple randomized allocation method and the minimized case method in randomized controlled trial

Yan Cui1,()   

  1. 1.School of Traditional Medicine Engineering,Tianjin Unviversity of Traditional Chinese Medicine,Tianjin 300193,China
  • Received:2017-04-28 Online:2017-11-15 Published:2024-11-28
  • Contact: Yan Cui

Abstract:

Objective

To compare the unpredictability of the allocation results of a completely randomized method and the minimized method in case allocation methods.

Methods

The real randomized controlled trial data containing 340 cases were used and allocated with the above two allocation methods.Logistics regression,random forest and linear kernel support vector machine were applied respectively to predict the next case.The unpredictability of the two allocation methods was compared with the correct predictor ratio.

Results

The results of completely randomized method achieved almost perfect unpredictability,and the minimization method had some predictability.

Conclusion

For randomized controlled trials,the allocation bias factor should be minimized under the premise of ensuring a balance between groups.

Key words: Case allocation, Completely random, Minimized

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