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IKPLS vs SAS/STAT

IKPLS

ikpls.readthedocs.io

SAS/STAT

sas.com

Side by side

FigureIKPLSSAS/STAT
Price from——
Free plan——
Free trial—Yes
Open source——
Web—Yes
WindowsYesYes
macOSYesYes
LinuxYesYes
Self-hosted—Yes
Plans published01
Spec score · Statistical Analysis Software7.2 (#88)8.9 (#4)
Deploymentdesktopboth
PurposeIKPLS is a Python package for fast partial least squares modeling, aimed at researchers and practitioners, particularly those working with large datasets.SAS/STAT provides statistical analysis tools for specialized and enterprise-wide analytics.
Regression modelsYesYes
SupportThe contribution guidelines direct users with questions or bug reports to search or open a GitHub issue.SAS lists SAS/STAT on the SAS Viya platform and SAS/STAT 15.4 among its most recent releases.

Plans

IKPLS

No plans published.

IKPLS pricing →

SAS/STAT

  • SAS/STATPriced on request

SAS/STAT pricing →

In their own words

IKPLS

IKPLS has no write-up on Specifiction yet; its figures are above.

Visit ikpls.readthedocs.io

SAS/STAT

SAS/STAT is statistical analysis software for specialized and enterprise-wide analytics. Its library includes more than 90 procedures for methods such as regression, survey and survival analysis, multiple imputation and Bayesian modeling. Other documented areas include ANOVA, categorical, cluster, multivariate and nonparametric analysis, as well as propensity scores and causal treatment-effect estimation. Methods are available for small data sets, missing values and large data tasks. SAS describes 14 SAS/STAT procedures as multithreaded and makes 12 SAS High-Performance Statistics procedures available for single-machine use. Predictive modeling options include regression, generalized additive, mixed and nonlinear models, and decision trees. Hundreds of statistical graphs and customizable graphics are included. SAS says the software runs on major computing platforms, accesses nearly any data source and integrates into computing environments. A free trial provides access to SAS Viya in a private trial environment. Pricing is available on request. SAS lists SAS/STAT on the SAS Viya platform and SAS/STAT 15.4 among its most recent releases.

Visit sas.com