# Software Listing: Nonlinear Regression

Kernel Regression Toolbox Version 1.0 (R14) 01-Aug-2004 General information. Comprises functions to carry out kernel regressions. General Functions: ykr - Higher order olynomial kernel regression ykr0 - 0-th order kernel regression wfunc - Exponential matrix theory kernal functions gfunc - Vectorized data matrix cmatrix - Vectorized Non-linear constants matrix.

• Publisher: Tim Gebbie
• Date: 13-01-2013
• Size: 10 KB
• Platform: Matlab, Scripts

This routine calculates the median squared error of a linear function, and can be used with fminsearch as a robust linear regression (see help LinearMedianSquaredError). It should be very easy to extend the example code to handle nonlinear functions and to minimize other error functions (least absolute error, for instance)..

• Platform: Matlab, Scripts

INPUTS: x - vector row with 'x' values y - vector row with 'y' values r - expected 'x'-coordinate of break point if r is empty it is calculated during the optimisation p - if p is equal to 1 the fit is plotted OUTPUT: th - estimated paremeters of the regression lines y_1 = th(1) + th(2) * x y_2 = th(3) + th(4) * x r - the estimated break point SSR - Sum of Squares of the Residuals SSM - Sum of Squares due to the Model R^2 can be calculated as RRM/(SSM + SSR) res - vector of residuals.

• Platform: Matlab, Scripts

This Toolbox is a collection of files that I have written for my own use. This updates a previous version of the Toolbox and is now compatible with Matlab R13. It provides examples/routines for: 1) Parameter Estimation in ODE's-example 2) Response surface regression and optimization 3) Nonlinear parameter estimation 4) Regression statistics function 5) Joint confidence region calculation- example. 6) Time series identification function 7) Multivariable Response Regression and Eigenvalues.

• Platform: Matlab, Scripts

Example code to accompany the "New Regression Capabilities" presentation Example code illustrating the use of the following Statistics Toolbox functions LinearModel NonLinearModel GeneralizedLinearModel.

• Publisher: Richard
• Date: 13-05-2013
• Size: 10 KB
• Platform: Matlab, Scripts

Solves the mixed integer nonlinear problem: min p(x,y) s.t. f(x,y) <= 0 s.t. g(x,y) == 0 s.t. lb <= x <= ub s.t. nlb <= y <= nub x(yidx) integer where yidx is a logical index vector y continuous variables This program solves nonlinear mixed integer problems with a branch and bound method. NLP relaxations are solved with IPOPT or APOPT. Files: minlp.m - Solve the example MINLP problem minlp.apm - MINLP problem definition Other: APM Function Library (v.0.5.6) in folder Further work: Add heuristics to create a good initial integer solution Add cuts to the problem (branch and cut method) Some testing shows that it works well with up to around 30 integer variables and 10000 NLP variables.

• Platform: Matlab, Scripts

The Multiple Regression Analysis and Forecasting template enables the confident identification of value drivers and forecasting business plan or scientific data. The multiple regression process utilizes commonly employed statistical measures to test the validity of the analysis and results are summarized in text form to be easily understood. When predictive relationships have been identified by the regression analysis, forecasting can be quickly accomplished based on a range of available methodologies and accompanying statistical strength. An intuitive stepwise work flow enables to develop strong forecasts for projects in a timely manner.

• Platform: Win98, WinOther, Win2000, WinXP, Win7 x32, Win7 x64, Windows 8, WinVista, WinVista x64, Mac Other, Mac OS X

Free software for automation of professional measurement systems, data acquisition, processing and analysis. Especially suitable for scientists who would like to make high-performance, precise measurements in the experimental physics. Optimized for real-time operation, provides OLE-compatible programming model and supports ActiveX scripting. Features include powerful visual tools (graphic editor, digitizer, base line subtractor), wide set of numeric and symbolic calculations, nonlinear Levenberg-Marquardt regression, and more. Distributed with full source code..

• Publisher: RRR
• Date: 24-03-2003
• Size: 2487 KB
• Platform: Win2000, WinOther

The Web browser is probably the most frequently used software today, and many tasks are highly repetitious. Internet Macros relieves the repetition of checking on the same sites every day, remembering passwords and filling out web forms. It is the only web form filler, that can automatically fill web forms that stretch over several pages. Passwords are stored securely with 256-Bit AES encryption. Web professional can use the software for functional testing and regression web testing of web applications. It can also be used to automate web data extraction, for example online stock quotes or web store prices.

• Platform: Win2000, Windows Server, WinOther

Programmable scientific and technical graphics optimized for automation of test and measurement systems, data acquisition and post-process. Especially suitable for scientists who would like to make high-performance, precise measurements in the experimental research. Features include powerful visual tools (graphic editor, plot digitizer, base line subtractor), wide set of numeric and symbolic calculations (integration, differentiation, smoothing, etc), linear and nonlinear NLSF (Levenberg-Marquardt) regression analysis, configurable user interface and more. You can visualize, edit and analyze data produced by any instruments with RS-232 interface or another numerical data sources.

• Publisher: RRR
• Date: 24-06-2005
• Size: 4436 KB
• Platform: Win2000, Windows Server, WinOther

The Web browser is probably the most frequently used software today, and many tasks are highly repetitious. iMacros relieves the repetition of checking on the same sites every day, remembering passwords and filling out web forms or doing web screen scraping for data extraction. It is the only web form filler, that can automatically fill web forms that stretch over several pages. Passwords are stored securely with 256-Bit AES encryption. Web professional can use the software for functional testing and regression web testing of web applications. It can also be used to automate web data extraction, for example online stock quotes or web store prices.

• Platform: Win2000, Windows Server, WinOther

UltimaCalc is a scientific and mathematical calculator designed to occupy minimum screen area, making it immediately available for use. UltimaCalc can stay on top of other windows. Type a calculation as plain text, evaluate it, maybe edit it and re-calculate. Has a comprehensive context-sensitive help system. Calculates to 38 digit precision. The display can be limited to just 8, 12 or 16 digits, and digits grouped for readability. Two 'scientific' view modes show numbers always in exponent format. The 'engineering' mode uses suffixes such as k (kilo) and M (mega). View results in hexadecimal and as ratios.

• Publisher: UltimaCalc
• Date: 14-06-2006
• Size: 3112 KB
• Platform: Win2000, Windows Server, WinOther

AdventNet QEngine is an Automated Testing Tool for Functional Testing,Performance Testing,Load Testing,Stress Testing,Web Services Testing,Server Performance Monitoring & Regression Testing to run tests from command line for all test types. QEngine runs in both Windows/Linux platforms. Allows record/playback in MSIE, Firefox and Mozilla browsers. Allows multiple team members to access, create, modify and execute test suites from any geographic location..

• Platform: Linux, Win2000, Windows Server, WinOther

Regression Tester from Info-Pack.com allows you to test the functionality of any page or form on your website. Simply build up a list of tests in the program, then press the test button. The program will then run the tests and create a professional report. The reports are fully customizable. RegressionTester is a windows program that runs on your PC and tests your website remotely. RegressionTester will save you hours and hours of time, it will give you extra confidence that all parts of your web application are running well..

• Platform: Win2000, Windows Server, WinOther

The Statsar statistics library allows you to add high-performance statistics calculations to your .NET platform applications. The object-oriented library was designed and implemented by numerical experts with proven expertise in the financial industry. Providing a simple and intuitive object model, the library allows you to rapidly analyze your data by importing familiar data objects such as ADO.NET data tables. A powerful and robust CSV reader is also included with the component, allowing you to work with existing data files. Bind to virtually any data source including standard data objects, arrays, lists or your own object model.

• Platform: Win2000, Windows Server, WinOther

UltimaCalc Professional is a highly functional graphing math toolbox with a compact and intuitive design offering the ultimate balance of power and convenience. Its algebra module lets you perform manipulations and simplifications on basic and complex algebraic expressions. UltimaCalc lets you do calculus: differentiate an expression, or find its integral and ask how this was found. You can factorise polynomials, multiply and divide one polynomial by another, find the GCD of two polynomials. Expand and contract trig expressions. Calculate Taylor series, define your own functions, and calculate exact results (try evaluating the factorial of 1000).

• Publisher: UltimaCalc
• Date: 29-08-2008
• Size: 3223 KB
• Platform: Win2000, Windows Server, Windows Vista, WinOther

Powerful but easy-to-use graphing, curve fitting and calculating software. Graphs Cartesian (Y(x) and X(y)), polar and parametric functions, graphs of tables, equations (implicit functions), inequalities and slope fields. Up to 100 graphs in one window. Calculus features: regression analysis, obtaining zeroes and extrema of functions, intersections, derivatives, equations of tangents and normals, numerical integration, value tables, calculator. Lots of graph and coordinate plane parameters. You will be able to create high-quality graphs and copy them to your documents (as EMF or BMP). This graphing software also has printing capabilities, multi-document interface, customizable toolbars.

• Platform: Win2000, Windows Server, Windows Vista, WinOther

Sagata Regression software offers the power of a professional regression package with the ease and comfort of a Microsoft Excel interface.Features include: qualitative data, interactive custom modeling, stepwise regression, cross-validation automodeling, robust regression, interactive 3D plot engine, data weighting, and more.. Sagata - Business Statistics..

• Publisher: Sagata Ltd
• Date: 17-9-2009
• Size: 8192 KB
• Platform: Win2000, WinOther

System of Nonlinear Equations numerically solves systems of simultaneous nonlinear equations. It can fully explore defined intervals to search for multiple solutions or quickly find solutions starting with random seeds. You may predefine constants and specify the error bound for the results. Handles a wide variety of functions, including trigonometric and hyperbolic functions. Results can be saved or printed. Includes a help file with instructions, example and methodology.. Numerical Mathematics.. Free Numerical Mathematics software downloads.

• Platform: Win2000, WinOther

Step-by-step instructions for interpreting regression results. A short booklet, with several "cheat sheets" with interpretation short-cuts. Sample of one such short-cuts table available at http://vgupta.com/Products/regression.html. Batch Image and Graphic Converter Software. Batch image converter supporting compression, color depth, naming templates, resize, rotate, more..

• Platform:

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