yacht_hydrodynamics

This is the Yacht Hydrodynamics data set containing various features of yacht design and their performance metrics.

datasets

Generates Skew Factor Models data and applies Sparse Online Principal Component (SOPC), Incremental Principal Component (IPC), Projected Principal Component (PPC), Perturbation Principal Component (PPC), Stochastic Approximation Principal Component (SAPC), Sparse Principal Component (SPC) and other PC methods to estimate model parameters. It includes capabilities for calculating mean squared error, relative error, and sparsity of the loading matrix.The philosophy of the package is described in Guo G. (2023) <doi:10.1007/s00180-022-01270-z>.

Guangbao Guo

A Package for Analyzing Skew Factor Models

Yu Jin

yacht_hydrodynamics function

A data frame with
364
rows and
7
columns.<ul>
<li><code>LongitudinalPosition</code>: Longitudinal position of the center of buoyancy.</li>
<li><code>PrismaticCoefficient</code>: Prismatic coefficient.</li>
<li><code>LengthDisplacementRatio</code>: Length-displacement ratio.</li>
<li><code>BeamDraughtRatio</code>: Beam-draught ratio.</li>
<li><code>LengthBeamRatio</code>: Length-beam ratio.</li>
<li><code>FroudeNumber</code>: Froude number.</li>
<li><code>ResiduaryResistance</code>: Residuary resistance per unit weight of displacement.</li>
</ul>

yacht_hydrodynamics: Data Frame 'yacht_hydrodynamics'

Description

Usage

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Examples