MCMC class |
A class that implements the Markov Chain Monte Carlo algorithm. MCMC sampling with the Metropolis-Hastings algorithm. This method has the capability to automativally pre-process the time-series data to analyse (FFT of signals, PSD of the noise). |

AO class |
A class of object that implements Analysis Objects. Such objects can store various types of numeric data: time-series, frequency-series , x-y data series, x-y-z data series, and arrays of numbers. |

COLLECTION class |
A class of object that allows storing other User Objects in a cell-array. This is purely a convenience class, aimed at simplifying keeping a collection of different classes of user objects together. This is useful, for example, for submitting or retrieving a collection of user objects from/to an LTPDA Repository. |

FILTERBANK class |
A class of object that represents a bank of digital filters. The filter bank can be of type 'parallel' or 'serial'. |

MATRIX class |
A class of object that allows storing other User Objects in a matrix-like array. There are various methods which act on the object array as if it were a matrix of the underlying data. For example, you can form a matrix of Analysis Objects, then compute the determinant of this matrix, which will yield another matrix object containing a single AO. |

MFH class |
MFH function handle class constructor. |

MFIR class |
A class of object that implements Finite Impulse Response (FIR) digital filters. |

MIIR class |
class of object that implements Infinite Impulse Response (IIR) digital filters. |

PARFRAC class |
A class of object that represents transfer functions given as a series of partial fractions. |

PEST class |
A class of objects that represents parameter estimation which aims to capture details of the various fitting procedures in LTPDA. |

PLIST class |
A class of object that allows storing a set of key/value pairs. This is the equivalent to a 'dictionary' in other languages, like python or Objective-C. Since a history step must contain a plist object, this class cannot itself track history, since it would be recursive. |

PZMODEL class |
A class of object that represents transfer functions given in a pole/zero format. |

RATIONAL class |
A class of object that represents transfer functions given in rational form. |

SMODEL class |
A class of object that represents a parametric model of a chosen x variable. Such objects can be combined, manipulated symbolically, and then evaluated numerically. |

SSM class |
A class of object that represents a statespace model. |

TIMESPAN class |
A class of object that represents a span of time. A timespan object has a start time and an end time. |