Free research tools · Page 2

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Single-sample lot acceptance planner

Find the probability that a lot passes a maximum-defect acceptance rule.

Nested model partial R squared

Quantify the residual variation explained by adding predictors to a nested linear model.

First-digit distribution audit

Compare observed first-digit counts with Benford reference proportions.

Subgroup proportion control limits

Flag time-ordered subgroup proportions outside classical three-sigma control limits.

Search result overlap audit

Count unique contributions of two record exports and their Jaccard overlap.

Foreign key orphan audit

Locate references to nonexistent parent records before merging tables.

Grouped split leakage audit

Locate grouping keys assigned to more than one evaluation fold.

Protocol dependency ordering

Find an executable order for research processing steps or expose a dependency cycle.

Synthetic FASTA inventory

Validate nucleotide record boundaries and summarize lengths and ambiguous bases.

CIGAR alignment span decoder

Calculate query and reference bases consumed by an alignment operation string.

BED interval union coverage

Merge overlapping half-open intervals by chromosome and count distinct covered bases.

File manifest comparison

Identify changed, new and missing files between two SHA-256 manifests.