openest.models.curve module¶

class openest.models.curve.ClippedCurve(curve, cliplow=True)[source]¶: Bases: openest.models.curve.UnivariateCurve

class openest.models.curve.CoefficientsCurve(coeffs, curve, xtrans=None)[source]¶

A curve represented by the sum of multiple predictors, each multiplied by a coefficient.

class openest.models.curve.CubicSplineCurve(knots, coeffs)[source]¶

get_terms(x)[source]¶: Get the set of knots-1 terms representing temperature x.

class openest.models.curve.CurveCurve(xx, curve)[source]¶

class openest.models.curve.FlatCurve(yy)[source]¶: Bases: openest.models.curve.CurveCurve

class openest.models.curve.LinearCurve(yy)[source]¶: Bases: openest.models.curve.CurveCurve

class openest.models.curve.MinimumCurve(curve1, curve2)[source]¶: Bases: openest.models.curve.UnivariateCurve

class openest.models.curve.OtherClippedCurve(clipping_curve, value_curve, clipy=0)[source]¶: Bases: openest.models.curve.ClippedCurve

class openest.models.curve.PiecewiseCurve(curves, knots, xtrans=<function <lambda>>)[source]¶: Bases: openest.models.curve.UnivariateCurve

class openest.models.curve.ProductCurve(curve1, curve2)[source]¶: Bases: openest.models.curve.UnivariateCurve

class openest.models.curve.SelectiveInputCurve(curve, indices)[source]¶

Assumes input is a matrix, and only pass selected input columns to child curve.

class openest.models.curve.ShiftedCurve(curve, offset)[source]¶: Bases: openest.models.curve.UnivariateCurve

class openest.models.curve.StepCurve(xxlimits, yy, xtrans=None)[source]¶: Bases: openest.models.curve.CurveCurve

class openest.models.curve.UnivariateCurve(xx)[source]¶

eval_pval(x, p, threshold=0.001)[source]¶

Inverse CDF Evaluation

Returns the value of $y$ that corresponds to a given p-value: $F^{-1}(p | x)$.

Listing conditional values

Provide a list of all sampled conditional values.

class openest.models.curve.ZeroInterceptPolynomialCurve(xx, ccs)[source]¶: Bases: openest.models.curve.UnivariateCurve