--- title: "CornerstoneR and the R Interface | camLineexternal" description: "CornerstoneR is a free extension of Cornerstone software that offers quick solutions for data analysis problems without any programming knowledge in R." type: article version: 1 version_id: "4f07e7f6-6f59-448c-9de2-3b00b08c5548" generated_at: "2026-06-05T06:43:24.174Z" author: "Joachim Sudbrock" language: en reading_time: "7 min" word_count: 1246 keywords: ["R integration with Cornerstone"] url: "https://www.elisaindustriq.com/camline/products/cornerstone-r" --- # CornerstoneR and the R Interface | camLineexternal > CornerstoneR is a free extension of Cornerstone software that offers quick solutions for data analysis problems without any programming knowledge in R. ## Key Takeaways - The R Interface - R integration with Cornerstone - R integration with Cornerstone - CornerstoneR version 3.3: Functionalities - Enhanced Data Analysis with CornerstoneR 3.3 # CornerstoneR The flexible and state-of-the-art extension from Cornerstone. ## The R Interface R has evolved continuously, establishing itself as the standard software platform, particularly notable for its integration of cutting-edge statistical functionalities, especially in the domains of Artificial Intelligence and Machine Learning. CornerstoneR version 3.3 **We’re here to help you achieve manufacturing excellence.** [Contact camLine](https://www.elisaindustriq.com/camline/contact) ## R integration with Cornerstone By connecting Cornerstone with R, we enable access to R’s powerful state-of-the-art functionalities to pre-process, analyze and visualize data within the dynamic interactive and user-friendly Workmap structure of Cornerstone. Undoubtedly, the capabilities of R can significantly augment the [core functions of Cornerstone](/camline/products/cornerstone). Therefore, camLine developed the free extension CornerstoneR with various statistical functionalities that you can use without any programming knowledge in R. [Talk to our expert about your needs](https://www.elisaindustriq.com/camline/talk-to-our-expert) [](https://www.elisaindustriq.com/camline/talk-to-our-expert) ## R integration with Cornerstone ## CornerstoneR version 3.3: Functionalities Features Highlight * * * CornerstoneR extension features many functionalities for statistical modeling and predicting, such as: - Gaussian Process Regression - Decision Trees - Random Forests - Logistic Regression - Function Fitting The Model Predict function enables you to predict response values for unseen data. Especially in Machine Learning, it’s common practice to split the data into training and testing data, using the test dataset to validate the model. The new feature Validation Scores in Version 3.3 directly calculates the most common metrics to evaluate your model predictions and, thus, the generalization of your model fit. It works for Regression and Classification problems and outputs the Actual vs. Predicted Values Graph for Regression Models. Moreover, CornerstoneR 3.3 improves the Reliability Distribution Fitting, e.g., with more options for the graphical outputs. [CornerstoneR functions with detailed user guides](https://camline.gitlab.io/CornerstoneR/docs/) ## Enhanced Data Analysis with CornerstoneR 3.3 In addition, camLine offers you quick solutions for your data analysis problems, as your CornerstoneR team is continuously and fast developing the R interface and its extension. However, users with R knowledge can also write their own R script in Cornerstone or load their R scripts and packages into Cornerstone. **For the new version CornerstoneR 3.3, Cornerstone 8 and R 4.1 are required.** [Download CornerstoneR Cheat Sheet](https://www.elisaindustriq.com/camline/products/cornerstone-r-cheat-sheet) [](https://www.elisaindustriq.com/camline/products/cornerstone-r-cheat-sheet) ## Enhanced Data Analysis with CornerstoneR 3.3 Joachim Sudbrock Product Engineer, ams OSRAM Opto Semiconductors GmbH > Extremely practical and useful. Cornerstone saves us a lot of manual work when creating reports. ## Industry Insights and Customer Stories Explore our resource library to discover how camLine supports high-tech manufacturers in enhancing quality, efficiency, and reliability. White paper [](https://www.elisaindustriq.com/resources/white-papers/non-linear-constraints-cornerstone-doe) - [camLine](https://www.elisaindustriq.com/resources/white-papers?m_filter=true&companies=camline),  - [Design of Experiments](https://www.elisaindustriq.com/resources/white-papers?m_filter=true&solutions=design_of_experiments) ### [Non-Linear Constraints in Cornerstone’s Design of Experiment Editor](https://www.elisaindustriq.com/resources/white-papers/non-linear-constraints-cornerstone-doe) Overcome standard editor limits by integrating functions like log(), sin(), or product terms into your experimental designs with Cornerstone. [Download white paper Non-Linear Constraints in Cornerstone’s Design of Experiment Editor](https://www.elisaindustriq.com/resources/white-papers/non-linear-constraints-cornerstone-doe) White paper [](https://www.elisaindustriq.com/resources/white-papers/doe-design-augmentation-automotive-industry) - [camLine](https://www.elisaindustriq.com/resources/white-papers?m_filter=true&companies=camline),  - [Automotive](https://www.elisaindustriq.com/resources/white-papers?m_filter=true&industries=automotive_manufacturing),  - [Design of Experiments](https://www.elisaindustriq.com/resources/white-papers?m_filter=true&solutions=design_of_experiments) ### [DoE in Automotive: Cornerstone Design Augmentation Focus](https://www.elisaindustriq.com/resources/white-papers/doe-design-augmentation-automotive-industry) See how Cornerstone integrates previous runs into a final DoE, providing broader insights for automotive processes with effective design augmentation. [Download white paper DoE in Automotive: Cornerstone Design Augmentation Focus](https://www.elisaindustriq.com/resources/white-papers/doe-design-augmentation-automotive-industry) Webinar On-demand [](https://www.elisaindustriq.com/resources/webinars/design-of-experiments-process-optimization) - [camLine](https://www.elisaindustriq.com/resources/webinars?m_filter=true&companies=camline),  - [Design of Experiments](https://www.elisaindustriq.com/resources/webinars?m_filter=true&solutions=design_of_experiments) ### [Optimizing Your Process with Design of Experiments](https://www.elisaindustriq.com/resources/webinars/design-of-experiments-process-optimization) Discover how to automate analytical tasks, generate seamless DoE recipes, and enhance decision-making through smart Design of Experiments (DoE) strategies. [Go to webinar Optimizing Your Process with Design of Experiments](https://www.elisaindustriq.com/resources/webinars/design-of-experiments-process-optimization) Webinar On-demand [](https://www.elisaindustriq.com/resources/webinars/cornerstone-common-engineering-data-analysis) - [camLine](https://www.elisaindustriq.com/resources/webinars?m_filter=true&companies=camline),  - [Advanced Data Analysis](https://www.elisaindustriq.com/resources/webinars?m_filter=true&solutions=data_analysis) ### [Enhance Data Analytics with Cornerstone CEDA](https://www.elisaindustriq.com/resources/webinars/cornerstone-common-engineering-data-analysis) Learn how to automate analytical tasks, record & reuse workflows, and streamline data analysis using Cornerstone’s Common Engineering Data Analysis (CEDA). [Go to webinar Enhance Data Analytics with Cornerstone CEDA](https://www.elisaindustriq.com/resources/webinars/cornerstone-common-engineering-data-analysis) News [](https://www.elisaindustriq.com/resources/press-releases/cornerstone-8-1-improved-data-analysis) - [camLine](https://www.elisaindustriq.com/resources/press-releases?m_filter=true&companies=camline),  - [Advanced Data Analysis](https://www.elisaindustriq.com/resources/press-releases?m_filter=true&solutions=data_analysis) ### [New Cornerstone 8.1 for Improved Data Analysis Experience](https://www.elisaindustriq.com/resources/press-releases/cornerstone-8-1-improved-data-analysis) The latest version of Cornerstone 8.1 software empowers users to perform complex analyses with greater ease and accuracy. [Read more New Cornerstone 8.1 for Improved Data Analysis Experience](https://www.elisaindustriq.com/resources/press-releases/cornerstone-8-1-improved-data-analysis) Blog [](https://www.elisaindustriq.com/resources/blog/how-medical-device-manufacturers-simplify-design-of-experiments) - [camLine](https://www.elisaindustriq.com/resources/blog?m_filter=true&companies=camline),  - [Medical Devices](https://www.elisaindustriq.com/resources/blog?m_filter=true&industries=medical_devices),  - [Design of Experiments](https://www.elisaindustriq.com/resources/blog?m_filter=true&solutions=design_of_experiments) ### [How Medical Device Manufacturers Simplify Design of Experiments](https://www.elisaindustriq.com/resources/blog/how-medical-device-manufacturers-simplify-design-of-experiments) Strengthen data-driven decisions in medical device manufacturing with Cornerstone’s intuitive Design of Experiments (DoE) interface. [Read more How Medical Device Manufacturers Simplify Design of Experiments](https://www.elisaindustriq.com/resources/blog/how-medical-device-manufacturers-simplify-design-of-experiments) [Explore more insights](https://www.elisaindustriq.com/knowledge-center) ## Let’s Discuss Solutions with camLine's Experts Our team is ready to deliver tailored MES solutions that streamline your production, improve product quality, and maximize efficiency across your operations. Tap into camLine’s decades of expertise in digital transformation to overcome your manufacturing challenges. [Talk to our expert](https://www.elisaindustriq.com/camline/talk-to-our-expert) --- ## About This Content **Source:** [CornerstoneR and the R Interface | camLineexternal](https://www.elisaindustriq.com/camline/products/cornerstone-r) **Author:** Joachim Sudbrock *This content is provided for informational purposes. Please visit the original source for the most up-to-date information.*