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基于贝叶斯统计的变异检测算法,使用单倍型作为基本单位进行变异调用。 该方法支持多倍体样本,能够检测复杂的变异模式,计算效率较高。

PropertyValue
Purpose基于贝叶斯的变异检测
Time ComplexityO(n * h)
Space ComplexityO(h)
Year2012
CategoryVariant Calling

Complexity Analysis

  • Time Complexity: O(n * h)
  • Space Complexity: O(h)

Performance Insight: The time complexity of this algorithm is polynomial.

Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.

Literature & Implementation

VCFtools · BCFtools

Tags

bayesian haplotype polyploid snp

Released under the MIT License.