Loess : Parameters used to create smooth lines in 2d scatter plots

# loessBandwidth

Loess bandwidth. Thickness for the confidence of the loess curve. A vaulue between 0 and 1

Type: float

Default: 0.8

Used in: Scatter2D

# loessCell

Loess cell. If interpolation is used this controls the accuracy of the approximation via the maximum number of points in a cell in the kd tree. Cells with more than floor(n*span*cell) points are subdivided

Type: float

Default: 0.2

Used in: Scatter2D

# loessDegree

Loess degree. 0 : Constant, 1 : Linear, 2 : Quadratic

Type: string

Default: 2

Options: 0, 1, 2

Used in: Scatter2D

# loessFamily

Loess Family. Type of error distribution to be optimized in fitting. The default, gaussian, is fitting with least squares. Fitting with Tukeys biweight M-Estimator is used if family is symmetric

Type: string

Default: gaussian

Options: gaussian, symmetric

Used in: Scatter2D

# loessNormalize

Flag to normalize loess fit in Scatter2D plots

Type: boolean

Default: true

Used in: Scatter2D

# loessSpan

Loess span. Factor to adjust the gaussian shape of the loess curve. A vaulue between 0 and 1

Type: float

Default: 0.75

Used in: Scatter2D

# loessStatistics

LoessStatistics. The statistics to be computed exactly, approximately or not at all? Exact computation can be very slow

Type: string

Default: approximate

Options: approximate, exact

Used in: Scatter2D

# loessSteps

Loess steps. Number of steps to smooth the line

Type: integer

Default: 30

Used in: Scatter2D

# loessSurface

Loess Surface. The fitted surface to be computed exactly (direct) or via interpolation from a kd tree

Type: string

Default: interpolate

Options: direct, interpolate

Used in: Scatter2D

# showLoessFit

Flag to show/hide the Flag to show the loess fit in Scatter2D plots

Type: boolean

Default: false

Used in: Scatter2D