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Regression Analysis - DataFitting 1.7 |
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Category:
Educational / Mathematics
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Author: Institute of Mathematics and Statistics | Published: May 25, 2008
License: Shareware | O/S: Windows 95/98/Me/NT/2000/XP/2003
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File Number: 49706
Uninstaller: yes
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DataFitting is a powerful statistical analysis program that performs linear and nonlinear regression analysis (i.e. curve fitting). DataFitting determines the values of parameters for an equation, whose form you specify, that cause the equation to best fit a set of data values. DataFitting can handle linear, polynomial, exponential, and general nonlinear functions.
DataFitting performs true nonlinear regression analysis, it does not transform the function into a linear form. As a result, it can handle functions that are impossible to linearize such as:
y = (a - c) * exp(-b * x) + c
Quickly Find the Best Equations that Describe Your Data:
DataFitting gives students, teachers, engineers, researchers and other professionals the power to find the ideal model for even the most complex data, by putting a large number of equations at their fingertips. It has built-in library that includes a wide array of linear and nonlinear models from simple linear equations to high order polynomials.
Graphically Review Curve Fit Results:
Once your data have been fit, DataFitting automatically sorts and plots the fitted equations by the statistical criteria of Standard Error. You can preview your graph and output publication-quality graphs in several different configurations. A residual graph as well as parameter output is generated for the selected fitted equation. Data, statistical and numeric summaries are also available from within the report-panel.
DataFitting has the following capabilities:
* A 38-digit precision math emulator for properly fitting high order polynomials and rationals.
* A robust fitting capability for nonlinear fitting that effectively copes with outliers and a wide dynamic Y data range.
Regression Analysis - DataFitting Related Tags:
Curve Fit - Curve Fitting - Data - Datafitting - Equation - Fitting - Formula - Function - Least Squares - Non-Linear
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File Size: 1.9 MB
Price: $15.00
Downloads: 60
Download Now! |
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| Requirements: None |
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User Rating:
Unrated
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 More Software from Institute of Mathematics and Statistics:
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Equation graph plotter - EqPlot - Regression analysis - CurveFitter - Scientific calculator - ScienCalc - Desktop calculator - DesktopCalc - Multipurpose Calculator - MultiplexCalc - Multivariable Calculator - SimplexCalc - Compact Calculator - CompactCalc |
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Regression Analysis - DataFitting also mentioned on ShareMe |
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Visual Stats -
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... Implement data analysis and multivariate statistical analysis.
1. Probability analysis.
2. Compute descriptive statistics of selected data - compute probability density function values, cumulative density function values, quantile values, means and variances.
3. Frequency analysis.
4. Compare means- one sample t test, independent-samples t test and paired-samples t test.
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... XLSTAT is a complete analysis and statistics add-in for MS Excel. It includes regression (linear, logistic, nonlinear), multivariate data analysis (PCA, DA, CA, MCA, MDS), correlation tests, parametric tests, non parametric tests, ANOVA, ANCOVA and much more. Complementary modules are available for 3D visualization, Preference Mapping, Time series analysis. ...
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... CurveFitter program performs statistical regression analysis to estimate the values of parameters for linear, multivariate, polynomial, exponential and nonlinear functions. The regression analysis determines the values of the parameters that cause the function to best fit the observed data that you provide. This process is also called curve fitting. ...
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... XLSTAT is a complete analysis and statistics add-in for MS Excel. It includes regression (linear, logistic, nonlinear), multivariate data analysis (PCA, DA, CA, MCA, MDS), correlation tests, parametric tests, non parametric tests, ANOVA, ANCOVA and much more. Complementary modules are available for 3D visualization, Preference Mapping, Time series analysis. ...
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