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Estimation and Forecasting Software |
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commercial: | free
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11Ants Model Builder, upgrades Microsoft Excel into a powerful, simple to use data mining / predictive analytics tool, with regression, classification and rank likelihood.
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Alyuda Forecaster XL, Excel add-in for forecasting and estimation based on neural networks.
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Alyuda NeuroIntelligence, supports all stages of neural network design and application.
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Auguri, an integrated data analysis, manipulation and forecasting software with emphasis on nonlinear dynamical methods.
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Autobox, automatically Builds Box-Jenkins models for Univariate and Causals models adjusting for lead/lag relationships and interventions - pulse, seasonal pulses, level shifts, time trends.
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Cubist, decision-tree based tool for estimating a continuous value
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DaMi2TM, newly patented analytics engine providing unattended clustering, classification, and optimization of hundreds of variables simultaneously in a single analysis operation.
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Evolutionary Regression, builds an optimal regression model from your data
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Gains#, a statistical modeling tool for business analysts for building powerful statistical models in an integrated environment.
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GenIQ Model, uses machine learning for regression task; automatically performs variable selection, and new variable construction, and then specifies the model equation to "optimize the decile table".
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GMDH Shell, forecasting software that creates predictive models based on artificial neural networks.
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MARS, J. Friedman's automated logistic regression for binary classification
problems. Automatic missing value handling, interaction detection, variable transformation.
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Previa Studio, a specialised interactive environment for the definition of forecasting models.
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Portal for Forecasting with neural networks, including software, data, and more.
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Thesys Plan@, a web-based solution for forecasting the different level of sales for all of the products, useful for stock optimization or planning processes.
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Time Oriented Language (TOL), a powerful open source software and a
high-level programming language for time series.
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WizWhy uses association rules to summarize the data, point interesting phenomena, and issues predictions for new cases
free and shareware:
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Gait-CAD Matlab toolbox, for the visualization and analysis of time series, including classification, regression, and clustering. GNU-GPL license.
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NuMap7, freeware for fast development, validation, and application of regression type networks including the multilayer perceptron, functional link net, piecewise linear network, self organizing map and K-Means.
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Sciengy RPF, a free experimental Windows application self-organizing neural networks, a convenient user interface and ability to work with text data files.
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Tiberius, MLP Neural Network for classification and regression problems.
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