Nonlinear least squares minimization, C/C++ Programming

Assignment Help:

Estimation of the yield curve using nonlinear least squares minimization: The last part of this assignment asks you to construct the Nelson Siegel yield curve from observed bond prices, by minimizing the mean squared error.

Unfortunately, the minimization problem, although mathematically simple, is computationally quite complex. We have studied several different methods for finding the roots of an equation that were easy to implement (e.g., the bisection method and the secant method). Finding roots of higher dimensional equations, however, is a whole different story and the same applies to function optimization (which the error minimization problem is an example of). Since the Nelson-Siegel yield curve depends on five parameters, we may therefore expect to work quite hard to implement a solver for this problem.

Fortunately - and this is often the case - this is a standard problem, which clever people have already solved. We can therefore use a predefined library that solves the minimization problem, using the so-called Levenberg-Marquardt nonlinear least squares solver.


Related Discussions:- Nonlinear least squares minimization

Explain topologies for the network information system, Problem: a) Give...

Problem: a) Give and Illustrate with the help of diagrams, four topologies for the Network Information System (NIS). b) Give methods for creating user accounts and groups.

Described smart pointer?, A: A smart pointer is a C++ class which mimics a ...

A: A smart pointer is a C++ class which mimics a regular pointer in syntax and some semantics, however it does more. Since smart pointers to distinct types of objects tend to have

Last fibonnaci standing, i need a program for finding the last fibonacci nu...

i need a program for finding the last fibonacci number

C program for count sorted characters, # include stdio.h> # include coni...

# include stdio.h> # include conio.h> # include string.h> void main()   {           int i=0,j=0;           char a[100],temp;           clrscr();

Destructor , How can I handle a destructor that fails? Need help please pro...

How can I handle a destructor that fails? Need help please provide example also.

Explain static class members, Static Class Members As we already know a...

Static Class Members As we already know all the objects of the class have dissimilar data members but invoke the similar member functions. Though, there is an exception to this

Friend function in c++, Friend function in c++: class miles; class ...

Friend function in c++: class miles; class km  {    float value;    public :   // void input();     km convert(km  ,int a ) ;    void output()    {

Wap avgerage score-assignment- standard deviation of student, finds the ave...

finds the average for all assignments for an individual student float getAverageForStudent(float scores[20][10], int student, int numAssignments) {  }  // finds the average for

Explain about the floating point constants in c language, Explain about the...

Explain about the Floating point Constants in c language? A floating point constant is the number that contains either a fraction or decimal part. If an exponent is present its

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd