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principal components analysis


statistical method


statistical computing




signature analysis


non-linear regression




pattern recognition


nonparametric statistics


factor analysis


Principal Components Analysis Experts

The following experts are available as principal components analysis consultants and principal components analysis expert witnesses.  ORC experts are peer-recommended authorities who have been carefully selected and rigorously screened.
    Definition:  Principal Components Analysis - A method for reduction of multivariable dimensionality which utilizes only dimensions associated with large eigenvalues.

Synonyms:  PCA

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Principal Components Analysis Experts
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Expert in Geostatistics, Multivariate Statistics, Site Characterization, Uncertainty Modeling, Sampling Design
Expert has 20 year experience in the geostatistical analysis of environmental data and health outcomes. He has more than 140 referred publications in the field of theoretical and applied geostatistics, including the 4th most highly cited textbook in ... See full profile

Michigan (MI), USA

Expert in Statistical Methodology, Data Analysis and Reporting
Expert has an advanced degree in Applied Statistics from the University of Oxford. He has taught statistics for over 20 years and has been consulted by researchers (for grants and papers). He has written articles on statistical methodology & ... See full profile

Riyadh 11533, Saudi Arabia

Expert in Applied Statistics: Data Analysis, Modeling, Data Mining, SAS, Histograms, Real-Time Modeling
Expert provides statistical consulting to many researchers in statistical analysis, modeling, and data mining of large databases. He also does projects in these areas with responsibilities that include analysis, interpretation of results, report writing, ... See full profile

Virginia (VA), USA

Expert in Educational Assessment
Expert has taught high school mathematics such as Alg I, Alg II, Pre-Calculus, Trigonometry, Analysis, and Calculus. He has also taught undergraduate and MS level statistics for students at The University of Houston-Clear Lake, School of Education. See full profile

Texas (TX), USA

Expert in New Product Development, Project Portfolio Analysis, DOE, SPC, MVA, Process Optimization
Expert has more than 20 years of industrial experience in new product development working for some of the largest corporations in the world. He led the technical initiative and coordinated mill production, marketing, and technical team resources in ... See full profile

Ohio (OH), USA

Expert in Management; Marketing; General Business/Entrepreneurship; Economic Development (BRAC)
Expert has worked in banking and finance for10 years. His experience is in the finance and banking industry; excellent analytical and quantitative skills. Expert also has 12 years' experience in marketing, strategy development and strategic marketing. See full profile

Texas (TX), USA

Expert in Statistics, Medical Statistics, Applied Statistics
Expert is an active researcher and lecturer in Statistics for the last 10 years. His primary research areas are Multivariate nonparametric statistics, statistical computing and medical statistics. He has many published research work in ... See full profile

West Midlands, United Kingdom

Expert in Near-Infrared Spectroscopy, Statistics, Chemometrics, and Software Development
Expert has expertise in the design and development of spectroscopic instrumentation, particularly in the near-infrared spectral region. He was on the design team for several of the instruments produced by a major manufacturer. See full profile

New York (NY), USA

Expert in Computer Vision, Image Analysis, Face Recognition, Appearance Modeling & Rendering, Data Acquisition
Expert has extensive experience in computer vision and image analysis, especially in the representation and recognition of faces under variable lighting and viewpoint, and in the estimation of object geometry and surface reflectance from image brightness. See full profile

California (CA), USA

Expert in Chemometrics, Data Interpretation, Statistics and Mining in Analytical Chemistry
He has 25 years experience in data analysis primarily involving analytical chemical data analysis, often called chemometrics. Application areas include biology (e.g. metabolomics of humans and mice, microbiology), medical applications (e.g. See full profile

United Kingdom

Expert in Statistics and Bioinformatics, Software Design, High Throughput Genomic Technologies
Experienced scientific and business leader with a background in business, personal and project development and management, focused on data analysis consulting and user centric analytical software design and development. Over 19 years of research and ... See full profile

Texas (TX), USA

Expert in Psychopharmacology, Drug Development, Medical Devices
Expert's training in psychiatry has focused on biological psychiatry (the biological basis of psychopathology) and on psychopharmacology. He currently directs the Developmental Biopsychiatry Research Program and the Laboratory of Developmental ... See full profile

Massachusetts (MA), USA

Expert in Artificial Intelligence, Expert Systems, Neural Networks, Probability; Includes Medical Applications
Expert has spent much of his recent efforts with expert systems, especially AGNESS (A Generalized Network-based Expert System Shell). Using that shell, he has built six expert systems: three clinical expert systems, an Image Correspondence ... See full profile

New Jersey (NJ), USA

Expert in Statistical Consulting, Data Mining, Assessment and Evaluation Consulting
Expert (Prefers Expert) is the Director of the Data Mining and Analytics program at Expert's Consulting Firm. He has been teaching various advanced courses on supervised and non-supervised analytics techniques as well as conducting consulting ... See full profile

Michigan (MI), USA

Expert in Applied Statistical Methods
Expert has extensive expertise in the area of cluster analysis. He was employed for a number of years at NASA/JSC, where he utilized cluster analysis techniques to group differing vegetation types on the earth's surface. See full profile

Texas (TX), USA

Expert in Wine Technology & Analysis, IR Spectroscopy, Chemometrics, Quality Management, Commercialisation
Has worked in the wine industry for over 20 years, mainly in technical capacities. Has consulted in new product development for wine-based beverage products. Technical oversight of contract packaging operations for water products. Extensive experience in ... See full profile

SA, Australia

Expert in Manufacturing Automation, Statistical Process Control
Expert has more than thirty years of experience in the analysis of process and manufacturing data aimed at improving product quality and manufacturing process yield. While at DuPont he developed a technology to uncover latent ... See full profile

Delaware (DE), USA

Expert in Design of Experiments, Reliability, Quality, Accelerated Life Testing, Probability and Statistics
Expert has designed state of the art reliability and accelerated life testing software that is used throughout IBM. This software is incorporated within IBM's AGSS system, an interactive statistical graphics system ... See full profile

Massachusetts (MA), USA

Expert in Statistics (Pharmaceuticals (CMC): Design of Experiments, Process Validation, Stability)
After receiving a PhD in statistics, expert has worked in the pharmaceutical industry for over 30 years as a non-clinical statistician applying statistical methodologies, performing data analysis, and interpreting results with scientists in research and ... See full profile

New Jersey (NJ), USA

Expert in Educational & Non-profit Evaluation & Research, Advanced Statistics & Data Management
Expert has expertise in both qualitative and quantitative research techniques, and has applied both using a mixed-methods approach to perform both original research and program evaluation for national educational initiatives such as New Tech High ... See full profile

Indiana (IN), USA

Expert in Beer & Beverage Technology, Chemometrics & Multivariate Analysis, Food Microbiology, Food Chemistry
Expert has extensive experience conducting product and process research and development employing a range of disciplines including microbiology, chemistry, biochemistry, and chemical engineering on beer, cooler, fruit juice, and soft drinks. See full profile

New York (NY), USA

Expert in Neuroinformatics, Machine Learning, Computational Intelligence, Brain-Computer Interfaces, Cloud Computing, Network Performing Arts, Human-Computer Interaction, Multimedia IP Streaming, Horizon 2020
Expert has nearly 20 years' experience in the Information Technology field, most recently in Neuroinformatics. His key skills include research, innovation, proposal review/evaluation/management, and expert ... See full profile

Thessaloniki, Greece

Expert in Model, Simulation, Stress, Fracture, polymers, Image Analysis, Image, Process, Aerospace, Surfaces
Expert was formally trained as a analytical chemist, specializing in polymer formulations and polymer physics. He continued his graduate training in the College of Engineering at Texas A&M focusing his work in the area of time dependent properties of ... See full profile

Utah (UT), USA

Expert in Near Infrared Spectroscopy, Multivariate Analysis, Pharmaceutical Analysis, (GMP)
Expert is an Internationally recognized expert in pharmaceutical analysis, regulatory compliance, laboratory management, design quality, and process analytical technology using spectroscopic methods including near infrared and multivariate analysis. See full profile

Maryland (MD), USA


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