object FirthTest extends LogitTest
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type
FitState = FirthFitState
Type for the state that the test maintains between variants.
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- def fitFirth(x: DenseMatrix[Double], y: DenseVector[Double], args: FirthNewtonArgs, maxIter: Int = 100, tol: Double = 1e-6): FirthFit
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def
fitStatePerPhenotype: Boolean
If true, the FitState uses per-phenotype information and must be refit for each phenotype.
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def
init(phenotypes: Array[Double], covariates: DenseMatrix): FirthFitState
Initializes a FitState for a (covariate matrix, phenotype array) pair.
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- val resultSchema: StructType
- def runTest(genotypes: DenseVector[Double], phenotypes: DenseVector[Double], fitState: FirthFitState): InternalRow
- def solveUpperTriangular(a: DenseMatrix[Double], b: DenseVector[Double]): DenseVector[Double]
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