Applications
===================

Applications are downloadable libraries that extend the functionality of **GAUSS** with additional procedures and examples.

.. card:: AD (Algorithmic Derivatives)
    :link: ad/index
    :link-type: doc
    :shadow: none

    An application program for generating GAUSS procedures for computing algorithmic derivatives.  
    
.. card:: BET (Bayesian Estimation Tools)
    :link: bet/index
    :link-type: doc
    :shadow: none

    Provides tools for Bayesian estimation in GAUSS.  
    
.. card:: CMLMT (Constrained Maximum Likelihood MT)
    :link: cmlmt/index
    :link-type: doc
    :shadow: none

    Provides tools for constrained maximum likelihood in GAUSS.  

.. card:: COMT (Constrained Optimization MT)
    :link: comt/index
    :link-type: doc
    :shadow: none

    Provides tools for constrained optimization in GAUSS.  
    
.. card:: CF (CurveFit)
    :link: cf/index
    :link-type: doc
    :shadow: none

    Provides tools to find the best fit of the data to the function in the least squares sense.  
   
.. card:: DSMT (Descriptive statistics MT)
    :link: ds/index
    :link-type: doc
    :shadow: none

    Provides basic statistics for the variables in GAUSS data sets.

.. card:: DC (Discrete Choice)
    :link: dc/index
    :link-type: doc
    :shadow: none

    Provides basic statistics for the variables in GAUSS data sets.

.. card:: FP (Financial Analysis Application MT)
    :link: fanpac/index
    :link-type: doc
    :shadow: none

    Provides econometric tools commonly implemented for estimation and analysis of financial data.

.. card:: GML (GAUSS Machine Learning)
    :link: gml-landing
    :link-type: doc
    :shadow: none

    Provides tools to model, analyze, and predict data using fundamental machine learning techniques.

.. card:: LLMT (Loglinear Analysis MT)
    :link: llmt/index
    :link-type: doc
    :shadow: none

    Provides tools for the analysis of categorical data using loglinear analysis.

.. card:: LPMT (Linear Programming MT)
    :link: lpmt/index
    :link-type: doc
    :shadow: none

    Provides tools to solve small and large scale linear programming problems in GAUSS.

.. card:: LRMT (Linear Regression MT)
    :link: lrmt/index
    :link-type: doc
    :shadow: none

    Provides tools for estimating single equations or a simultaneous system of equations in GAUSS.

.. card:: MAXLIKMT (Maximum Likelihood MT)
    :link: mlmt/index
    :link-type: doc
    :shadow: none

    Provides tools for maximum likelihood estimation in GAUSS.

.. card:: OPTMT (Optimization MT)
    :link: optmt/index
    :link-type: doc
    :shadow: none

    Provides tools for optimization in GAUSS.  
   
.. card:: SSLIB (State-Space Modeling)
    :link: sslib/overview
    :link-type: doc
    :shadow: none

    Tools for estimating and evaluating time invariant state space models. 

.. card:: TSMT (Time Series MT)
    :link: tsmt/index
    :link-type: doc
    :shadow: none

    Provides tools for comprehensive treatment of time series models, including model diagnostics, MLE and state-space estimation, and forecasts. Time Series MT also includes tools for managing panel series data and estimating and diagnosing panel series models, including random effects and fixed effects.

.. card:: TSPDLIB (Time Series Panel Data)
    :link: tspdlib/docs/tspdlib-landing
    :link-type: doc
    :shadow: none

    Provides tools for unit root, cointegration, and causality testing in time series and panel data. It includes extensive coverage of testing in the presence of structural breaks.


.. toctree::
    :maxdepth: 1
    :hidden:

    ad/index
    bet/index
    cmlmt/index
    comt/index
    cf/index
    ds/index
    dc/index
    fanpac/index
    gml-landing
    llmt/index
    lpmt/index
    lrmt/index
    mlmt/index
    optmt/index
    sslib/overview
    tsmt/index
    tspdlib/docs/tspdlib-landing