Description Usage Format Source

Three-feature, three-state simulated process data under normal operating conditions as example data for different included functions.

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An xts data matrix with 10080 rows and four columns, corresponding to one week worth of data recorded at a 1-minute interval, and four columns as defined here:

state – the state indicator for the multivariate system, with three levels

x : x(t) = t + error

y : y(t) = t ^ 2 - 3t + error

z : z(t) = - t ^ 3 + 3t ^ 2 + error

where t is a 10080-entry vector of autocorrelated and non-stationary hidden process realizations. The states alternate each hour and are defined as follows:

State1 – As presented

State2 – Rotated by (yaw = 0, pitch = 90, roll = 30) and scaled by (1 * x, 0.5 * y , 2 * z).

State3 – Rotated by (yaw = 90, pitch = 0, roll = -30) and scaled by (0.25 * x, 0.1 * y , 0.75 * z).

See the vignette for more details.

Simluated in R.

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