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XLSTAT
¿Qué es XLSTAT?
XLSTAT es un software estadístico fácil de usar, integral, asequible y de alto rendimiento, que funciona como un complemento de Excel. Más de 200 funciones estadísticas disponibles en general o soluciones orientadas al campo. Las funciones incluyen visualización de datos, modelado estadístico (regresión, análisis de la varianza [ANOVA (Analysis of Variance)], modelos mixtos, mínimos cuadrados parciales [PLS (Partial Least Squares)], entre otros), exploración de datos (análisis de componentes principales [PCA (Principal Component Analysis)], análisis de múltiples correspondencias [MCA (Multiple Correspondence Analysis)], análisis discriminante [DA (Discriminant Analysis)], entre otros), pruebas estadísticas, métodos de pronóstico, aprendizaje automático, análisis conjunto, mínimos cuadrados parciales en modelado de ecuación estructural (PLS-SEM [Partial Least Squares Structural Equation Modeling]), análisis de supervivencia, comparación de métodos, análisis de datos de OMIC, control del proceso estadístico (SPC [Statistical Process Control]) y mucho más.
¿Quién usa XLSTAT?
Usuarios corporativos e investigadores en cualquier campo de experiencia donde los datos son una fuente importante de información; profesores de estadística que apuntan a demostrar sus programas con un software fácil de usar.
¿Tienes dudas sobre XLSTAT?
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Opinones de XLSTAT
Mi experiecia con Xlstat
Puntos a favor:
Además de ser muy fácil de usar es muy versátil y sobre todo me permite realizar análisis estadístico multivariado con métodos avanzados como análisis de matrices de datos en el tiempo, espacio u ocasiones, como el método Statis, Análisis Factorial Múltiple y diversos métodos de segmentación. La entrada de datos y los resultados se ingresan y se obtienen dentro de las hoja de Excel y es ahí su facilidad de interacción con el usuario.
Contras:
Debería incluir otros métodos de análisis estadistico multivariado como métodos Tucker en todas sus versiones.
XLSTAT: the workhorse for data science
Comentarios: XLSTAT can be best described as the software for data science from beginner to advanced levels that can be operated without the need of technical guidance. Sampling, data preparation, exploratory data analysis to building prediction models with state-of-the-art machine learning algorithms generally encompasses a set of requirements: a clear objective, a software with all standard features and algorithms, intuition, technical guidance, and probably, also experience. With XLSTAT, the first one in the list alone is sufficient enough to successfully accomplish the goal; the rest is taken care of by XLSTAT. In the academic milieu, we regularly face the task of explaining students of how statistical models are built from a set of data and their specific applications accompanied by demonstrations in the classroom. This includes even spatial and time-series data. This tutoring approach goes a long way in encouraging students towards a dissertation project involving data-driven modelling. In this situation, undergraduates who only have some basic operational knowledge about Excel spreadsheets are easily drawn into using a data science platform which runs on the already familiar Excel and transforms their data in spreadsheets into powerful and efficient models. This is where XLSTAT becomes the default platform for data science projects. In short, XLSTAT is a workhorse for data scientists with a few simple mouse clicks and visualizing the response in every step as stunning graphics.
Puntos a favor:
XLSTAT can process even spatial data as raster to CSV converted files and enables to prepare the data just like in Excel. Data preparation is the single tedious task which consumes most of the time in a data science project. XLSTAT has all standard features and algorithms of machine learning software which can be operated by editing simple spreadsheets.
Contras:
Not suitable for processing a big dataset with 10 million rows such as high-resolution remote sensing images
Respuesta de Lumivero
hace 5 años
Many thanks for your detailed review! It is now possible to load data files which exceed the standard Excel worksheet size. This import method loads data into the computer¿s memory rather than the worksheet. This option is currently available for regression, normality tests and data management tasks but we plan to integrate it to more features.
Comprehensive Data Analysis Made Easier
Comentarios: XLSTAT is a great data analysis software for businesses that need to quickly analyze large amounts of data. It has a wide range of features and tools, making it easy to generate insights from data. The user interface is intuitive and the ability to integrate with other programs is a great plus. However, it can be expensive and users should be aware of compatibility issues before buying.
Puntos a favor:
XLSTAT is a comprehensive data analysis software that makes it easy to tackle complex data analysis tasks. With its intuitive user interface, users of all levels of expertise can quickly develop insights from their data. It has a wide range of features and tools, including advanced statistical testing, data visualization, and predictive analytics. The software also integrates with other programs like Microsoft Excel, making it easy to transfer data back and forth.
Contras:
Despite the range of features, there are some drawbacks to using XLSTAT. The software can be a bit expensive, particularly for small businesses with limited budgets. There are also some compatibility issues with certain versions of Excel, so make sure to check this before buying. Additionally, the user interface can be a bit overwhelming for first-time users.
easy to use
Comentarios: Overall, it is perfect software. I'm willing to use this software after I graduate.
Puntos a favor:
when ANOVA is needed to test, I've never seen such an easy software as Xlstat. Also, since we can adjust the figure using excel, it is so convenient software.
Contras:
it might be helpful if there's some software for metabolomics tools. There are only few of options available, but i was wondering if we can use the volcano plot.
XLSTAT works well for Windows, but not Macs
Comentarios: I thought this software was a great idea, and it works really well on a Windows machine. I tried it several times (several versions) on a Mac, and was always disappointed. The support staff acknowledges that the performance on a Mac is less than on a PC
Puntos a favor:
It is easy (and powerful) to interface this package with Excel on a Windows machine, but it's disappointingly slow (and crashes) on a Mac.
Contras:
This software doesn't work well on a Mac.
