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STATISTICA Multivariate Statistical Process Control (MSPC)

STATISTICA Multivariate Statistical Process Control (MSPC)
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STATISTICA Multivariate Statistical Process Control (MSPC)

Product catalog summary
Overview: The document discusses the application of multivariate statistical methods for quality control, predictive modeling, and data reduction in complex manufacturing processes. It emphasizes the importance of identifying critical factors and optimizing their settings to ensure high-quality product delivery.
Key Applications: The document highlights the use of multivariate techniques in various industries such as pharmaceutical, chemical, petrochemical, and pulp & paper manufacturing. It outlines the benefits of monitoring process characteristics interactively or automatically during production stages.
Techniques and Tools: A wide range of multivariate techniques are mentioned, including partial least squares, principal components, neural networks, recursive partitioning methods, support vector machines, independent components analysis, and cluster analysis. These techniques are used for building, evaluating, and deploying predictive models based on historical data.
Platform Features: The STATISTICA platform provides user access control, audit trails, data connectivity, central configuration, and maintenance. It supports web-based user interfaces and Part 11-relevant features, making it suitable for validated applications with available validation packages (IQ/OQ/PQ).
Process Analytical Technology (PAT): STATISTICA is positioned as the analytics software platform for PAT applications, offering capabilities for historical analysis, data exploration, data visualization, predictive model building, and evaluation, as well as model deployment to monitoring servers.
Modes of Work: The platform supports both online and offline analyses, interactive monitoring with dashboard summary displays, and automated monitoring with rules, alarm events, and configurable actions.
Global Presence: StatSoft, the company behind STATISTICA, has a global presence with offices in multiple countries, providing consulting and training services to support their solutions.
Contact Information: The document provides contact details for StatSoft, including phone numbers and email addresses for inquiries.
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Catalog excerpts

STATISTICA Multivariate Statistical Process Control (MSPC)-1

STATISTICAMSPC Trajectory Plot for Stage 1 Pressure Number of batches: 30 Apply multivariate statistical methods for quality control, predictive modeling, and data reduction to complex manufacturing processesDetermine the most critical process, raw material,and environmental factors and their optimal settings for delivering products of the highest qualityMonitor the process characteristics interactively or automatically during production stages rather than waiting for final testingBuild, evaluate, and deploy predictive models basedon the known outcomes from historical dataUtilize techniques for process industries and batch-oriented manufacturing such as pharmaceutical, chemical, petrochemical, and pulp & paper manufacturing > TrajectoryQ Time Time STATISTICA is the Analytics Software Platform for PATApplications: > STATISTICA Provides the Complete Solution: Wealth of multivariate techniques including partial leastsquares, principal components, neural networks, recursive partitioning (tree) methods, support vector machines, independent components analysis, cluster analysis and morePlatform provides user access control and permissions,audit trails, data connectivity, central configuration and maintenance, Web-based user interfaces, and Part 11-relevant features STATISTICA is optimized for deployment for validatedapplications. Validation packages (IQ/OQ/PQ) and services are available. Historical analysis, data exploration, data visualization, predictive model building and evaluation, model deployment to monitoring server > Interactive monitoring with dashboard summarydisplays and automatic-updating resultsAutomated monitoring with rules, alarm events,and configurable actions > SPE(Q).stg StatSoft offers a large selection of desktop and web-enabled enterprise-wide solutions for manufacturing and other applications, supported with consulting and training services by a network of 20 offices on all continents. > STATISTICAMSPC : SPE(Q) Chart Number of components is 14 2300 E. 14th St. Tulsa, OK 74104 Օ USA (918) 749-1119 Օ Fax: (918) 749-2217 [email protected] Օ www.statsoft.com Australia: StatSoft Pacific Pty Ltd.Brazil: StatSoft South America Czech Republic: StatSoft Czech Rep. s.r.o. France: StatSoft France Germany: StatSoft GmbHHungary: StatSoft Hungary Ltd.Israel: StatSoft Israel Ltd.Italy: StatSoft Italia srlJapan: StatSoft Japan Inc.Korea: StatSoft Korea Netherlands: StatSoft Benelux BVPoland: StatSoft Polska Sp. z o. o.Portugal: StatSoft Iberica Ltda. Russia: StatSoft Russia Singapore: StatSoft Singapore S. Africa: StatSoft S. Africa (Pty) Ltd.Spain: StatSoft EspanaSweden: StatSoft Scandinavia ABTaiwan: StatSoft Taiwan UK: StatSoft Ltd. STATISTICA and StatSoft are trademarks of StatSoft, Inc. Copyright StatSoft, Inc. 1984 - 2005 size="-4">

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