Download Shareware and Freeware Software for Windows, Linux, Macintosh, PDA

line Home  |  About Us  |  Link To Us  |  FAQ  |  Contact

Serving Software Downloads in 976 Categories, Downloaded 29.542.423 Times

Kernel Smoothing Regression 1.0

  Date Added: May 31, 2013  |  Visits: 161

Kernel Smoothing Regression

Report Broken Link
Printer Friendly Version


Product Homepage
Download (18 downloads)



Non-parametric regression is widely used in many scientific and engineering areas, such as image processing and pattern recognition.Non-parametric regression is about to estimate the conditional expectation of a random variable:E(Y|X) = f(X)where f is a non-parametric function.Based on the kernel density estimation technique, this code implements the so called Nadaraya-Watson kernel regression algorithm particularly using the Gaussian kernel. The default bandwidth of the regression is derived from the optimal bendwidth of the Gaussian kernel density estimation suggested in the literature. The code can also take care of missing data.

Requirements: No special requirements
Platforms: Matlab
Keyword: Algorithm Called Density Estimation Gaussian Implements Nadarayawatson Technique
Users rating: 0/10

License: Shareware Size: 10 KB
USER REVIEWS
More Reviews or Write Review


KERNEL SMOOTHING REGRESSION RELATED
Multimedia  -  Kernel density Estimation of 2 Dim with SJ bandwidth 1.0
2 dimenstion Kernel density Estimation with Sheater Jones bandwidth for each variable.Also the Sheater Jones bandwidth selectionmethod will work for the univariate.
10 KB  
Development Tools  -  Bivariant Kernel Density Estimation 2.0
This function implements bivariant Gaussian kernel density estimation. It can be used to estimate bivariant probability density function (pdf), cumulative distribution function (cdf) and inversed cdf (icdf) from a set of random data. The code is...
215.04 KB  
Development Tools  -  Update PDF Estimation 1.0
Based on the Gaussian kernel density estimation, it is possible to update the PDF estimation upon receiving new data by using the same bandwidth.Without providing any previous estimation, this function does normal Gaussian kernel density...
10 KB  
Development Tools  -  Cuckoo Search (CS) Algorithm 1.0
A new metaheuristic optimization algorithm, called Cuckoo Search (CS), is fully implemented, and the vectorized version is given here. This code demonstrates how CS works for unconstrained optimization, which can easily be extended to solve...
10 KB  
Development Tools  -  Fast EM_GM 1.0
EM_GM_fast is the modified version of EM_GM (EM algorithm for k multidimensional Gaussian mixture estimation) for speed enchancement suggested by Mr. Michael Boedigheimer. The functionalities of EM_GM_fast and EM_GM are identical.Note: EM_GM_fast...
10 KB  
Audio Tools  -  Opus+ For Linux 1.0
Opus+ is free music software that creates novel musical compositions using an algorithm called 'Constrained Random Generation' (CRG). Outputs a LilyPond file, a PDF file of the musical score, and an audio performance in a MIDI file.
19.87 MB  
Development Tools  -  FRACTAL DIMENSION USING SEMIVARIANCE TECHNIQUE 1.0
THIS ALGORITHM COMPUTES FRACTAL DIMENSION USING SEMI-VARIANCE TECHNIQUE. IT HELPS TO ASSESS THE DIRECTIONALITY OF THE TEXTURE PATTERN IN AN IMAGE. SEMI-VARIANCE ALONG HORIZONTAL DIRECTION IS DEFINED AS THE SUMMATION OVER ALL PIXELS N, OF THE...
10 KB  
Flash  -  Five elements algorithm 1.0
The harmony elements algorithm is proposed as a global searching technique of numerical computing which inspired by the old Chinese philosophy: Doctrine of Wu Xing, the five color theorem, and the Hoffman-Singleton graph. According to operation of...
276.48 KB  
Science  -  AutoClickChem 1.0.0
We here present a novel computer algorithm, called AutoClickChem, capable of performing many click-chemistry reactions in silico. In silico modeling of click-chemistry products may prove useful in rational drug design and drug optimization.
159.59 KB  
Audio Tools  -  Opus+ 1.0
Opus+ is free music software that creates novel musical compositions using an algorithm called 'Constrained Random Generation' (CRG). Outputs a LilyPond file, a PDF file of the musical score, and an audio performance in a MIDI file.
19.87 MB  
NEW DOWNLOADS IN SCRIPTS, DEVELOPMENT TOOLS
Scripts  -  Freelancer Script 5.05
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Post projects. Featured projects. Private projects. Sealed projects. Edit/delete projects. Select freelancers....
5.49 MB  
Scripts  -  B2B Script 4.20
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Sign-up Account (Registration of account). Lead generation tools (for the sellers). Email verification to...
5.49 MB  
Scripts  -  B2C Script 5.06
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). The script comes with totally editable site colors, icons and graphics Multilevel categories allows extensive browsing Admin can change Category ordering or...
5.49 MB  
Scripts  -  Social Networking Script 2.86
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Registration with name, email, password, date of birth etc. User can add multiple school, college, university with start...
5.49 MB  
Scripts  -  Business Networking Script 8.04
Main Features: 100% Secured. Email Support (3 Years). FREE Updates (3 Years). Ajax based interface. Profile creation. Different types of profile. Profile for jobseekers, employers and employed...
5.49 MB  
Development Tools  -  VMP Viewer 1.0
This is a very rudimentary tool to visualize the VMP files generated by BrainVoyager. Useful to share files with people who do not have BV.
10 KB  
Development Tools  -  Sending reports and timestamped file by emailing 1.0
main executing reference usage:[1] usage_send_mail.mIllustrates email sending with multiple separate files or single timestamped tar file. Attachment failure is properly handled, with continuation of report emailing without the attachment.[2]...
768 KB  
Development Tools  -  IrisMVC 2.0 rc1
IrisMVC is an OOP PHP framework that developers can use as a strong and secure foundation to build on various web applications following the Model-View-Controller (MVC) pattern. It provides the basic functionality developers need, without...
51.2 KB  
Development Tools  -  7-Zip for Script 4.42
7-Zip is a file archiver with a high compression ratio.Features:- High compression ratio in new 7z format with LZMA compression- Supported formats:- Packing / unpacking: 7z, ZIP, GZIP, BZIP2 and TAR- Unpacking only: RAR, CAB, ISO, ARJ, LZH, CHM,...
624.64 KB  
Development Tools  -  Barnardextest 1.0
This file, as the Fisher's exact test, performs the exact probability test for a table of frequency data cross-classified according to two categorical variables, each of which has two levels or subcategories (2x2). It is a non-parametric...
10 KB