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C++ Laplace Approximation of Mixed Effects Models: cppad_mixed-20220519
C++ Laplace Approximation of Mixed Effects Models: cppad_mixed-20220519
    Table of Contents
     Installing cppad_mixed in Unix
    Installing cppad_mixed in Unix
        An Example Installation
        bin/run_cmake.sh: User Configuration Options
        Example and Test Using the Installed Version of cppad_mixed
    Laplace Approximation for Mixed Effects Models
     cppad_mixed: Public Declarations
    cppad_mixed: Public Declarations
         User Defined Class Derived From cppad_mixed
        User Defined Class Derived From cppad_mixed
            mixed_cppad Derived Class: Example and Test
         User Defined Random Likelihood Function
        User Defined Random Likelihood Function
            Random Likelihood: Example and Test
         User Defined Fixed Likelihood Function
        User Defined Fixed Likelihood Function
            Random Likelihood: Example and Test
         User Defined Fixed Effects Constraint Function
        User Defined Fixed Effects Constraint Function
            Using Constraints: Example and Test
        Initialization After Constructor
         Optimize Random Effects
        Optimize Random Effects
            Optimize Random Effects: Example and Test
         Optimize Fixed Effects
        Optimize Fixed Effects
            Optimize Fixed Effects: Example and Test
            An Ipopt Options Argument
            Description of Ipopt Tracing Output
         Compute the Hessian of The Fixed Effects Objective
        Compute the Hessian of The Fixed Effects Objective
            Hessian of Fixed Effects Objective: Example and Test
         Compute the Hessian of The Random Effects Objective
        Compute the Hessian of The Random Effects Objective
            Hessian of Random Effects Objective: Example and Test
         Sample Posterior for Fixed Effects
        Sample Posterior for Fixed Effects
            Sample From Fixed Effects Posterior: Example and Test
            Sample Posterior for Fixed Effects Using Conditional Covariance
         Simulation the Posterior Distribution for Random Effects
        Simulation the Posterior Distribution for Random Effects
            Sample From Fixed Effects Posterior: Example and Test
         Compute the Observed Information For Fixed Effects
        Compute the Observed Information For Fixed Effects
            Observed Information Matrix: Example and Test
     The CppAD::mixed Namespace Public Declarations
    The CppAD::mixed Namespace Public Declarations
        Types Defined in the CppAD Mixed Namespace
         Set, Get, And Free A GSL Random Number Generator
        Set, Get, And Free A GSL Random Number Generator
            Manage GSL Random Number Generator: Example and Test
        Sparse Matrix Information
         Optimal Solution Returned by optimize_fixed
        Optimal Solution Returned by optimize_fixed
            Ipopt Warm Start Information
            Ipopt Trace Information
        CppAD Mixed Exceptions
     User API Examples
    User API Examples
         Example Programs That are Also Speed and Memory Tests
        Example Programs That are Also Speed and Memory Tests
             A First Order Auto-Regressive Example and Speed Test
            A First Order Auto-Regressive Example and Speed Test
                Example Using ar1_xam
             A Capture Example and Speed Test
            A Capture Example and Speed Test
                Example Using capture_xam
        Absolute Value In Log-Density: Example and Test
        No Random Effects: Example and Test
        Constraints On Random Effects: Example and Test
        Lasso on Fixed Effects: Example and Test
        Random Effects Variance May Cause Data Mismatch
        Nan's During Optimization of Random Effects: Example and Test
        Warm Starting Optimization: Example and Test
     Changes and Additions to cppad_mixed
    Changes and Additions to cppad_mixed
        Changes and Additions to cppad_mixed During 2022
        Changes and Additions to cppad_mixed During 2021
        Changes and Additions to cppad_mixed During 2020
        Changes and Additions to cppad_mixed During 2019
        Changes and Additions to cppad_mixed During 2018
        Changes and Additions to cppad_mixed During 2017
        Changes and Additions to cppad_mixed During 2016
        Changes and Additions to cppad_mixed During 2015
    CppAD Mixed Wish List
    Mathematical Notation
    Alphabetic Listing of Cross Reference Tags
    Keyword Index
    Search This Web Site
    External Internet References