analysis modeling - Extreme Numerics.NET

Beschreibung: for General Linear Model and Generalized Linear Model calculations. Analysis of variance. Regression analysis. Model-specific hypothesis tests. Analysis of variance (ANOVA) One and two-way ANOVA. One-way ANOVA ... with repeated measures. Regression analysis Simple, multiple, and polynomial regression. Nonlinear regression. Logistic regression. Generalized linear models. Flexible regression models. Variance-covariance ... change, percent change, growth rate. Period to date sums and differences. Simple, exponential, weighted moving average. Savitsky-Golay smoothing. Multivariate Models Principal Component Analysis (PCA). ...

Beschreibung: General Linear Model and Generalized Linear Model calculations. Analysis of variance. Regression analysis. Model-specific hypothesis tests. Analysis of variance (ANOVA) One and two-way ANOVA. One-way ANOVA ... with repeated measures. Regression analysis Simple, multiple, and polynomial regression. Nonlinear regression. Logistic regression. Generalized linear models. Flexible regression models ... change, percent change, growth rate. Period to date sums and differences. Simple, exponential, weighted moving average. Savitsky-Golay smoothing. Multivariate Models Principal Component Analysis (PCA). ...

Versionshinweise: Market, Matlab®, stata® Statistical models Use R-style model formulas to specify statistical models. Partial Least Squares (PLS) models. Linear Discriminant Analysis. Kernel Density Estimation. Binomial ... application" functions for incomplete and regularized Gamma and Beta functions. Zernike polynomials. Statistics and data analysis Data access library Data Access Library providing a unified API for reading ... Generalized Linear Model can now be used with count data. Two-way ANOVA: support for Type I, Type II, and Type III sums of squares. New ConditionalVariances property on GARCH models. The performance of ARIMA ...

Versionshinweise: function, complex error function. Savitsky-Golay and Moving Average smoothing in SignalProcessing. Data Analysis Library Support for LINQ queries on data frames, vectors and matrices. New groupings ... numbers was added. Statistics Library Descriptions tailored to working in an interactive environment for statistical models, hypothesis tests and other objects. Statistical models have been integrated ... necessary. Several encoding schemes are available. Models can be persisted in a form suitable for deployment in predictive modeling applications. Models can be specified using R-style formulas. Regression ...