Sleuth
基于 bootstrap 估计的差异表达分析工具，与 kallisto 配合使用以量化转录本水平的表达变异。 该方法利用 bootstrap 技术估计技术噪声并分离生物学变异，适合转录本级别的差异表达检测。
| Property | Value |
|---|---|
| Purpose | 基于 bootstrap 估计的转录本级别差异表达分析 |
| Time Complexity | O(n * g) |
| Space Complexity | O(g) |
| Year | 2017 |
| Category | Gene Expression Analysis |
Complexity Analysis
- Time Complexity:
O(n * g) - Space Complexity:
O(g)
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
Related Tools
DESeq2 · edgeR · Kallisto