TY - BOOK ID - 308775 TI - Functional Data Analysis with R and MATLAB AU - Ramsay, James. AU - Hooker, Giles. AU - Graves, Spencer. PY - 2009 SN - 1282292641 9786612292644 0387981853 0387981845 9780387981840 9780387981857 PB - New York, NY : Springer New York : Imprint: Springer, DB - UniCat KW - Multivariate analysis KW - R (Computer program language) KW - Data processing. KW - MATLAB. KW - MATLAB (Computer program) KW - Matrix laboratory KW - GNU-S (Computer program language) KW - Domain-specific programming languages KW - Mathematical statistics. KW - Data mining. KW - Marketing. KW - Statistical methods. KW - Psychometrics. KW - Statistics and Computing/Statistics Programs. KW - Data Mining and Knowledge Discovery. KW - Biostatistics. KW - Public Health. KW - Measurement, Mental KW - Measurement, Psychological KW - Psychological measurement KW - Psychological scaling KW - Psychological statistics KW - Psychology KW - Psychometry (Psychophysics) KW - Scaling, Psychological KW - Psychological tests KW - Scaling (Social sciences) KW - Consumer goods KW - Domestic marketing KW - Retail marketing KW - Retail trade KW - Industrial management KW - Aftermarkets KW - Selling KW - Algorithmic knowledge discovery KW - Factual data analysis KW - KDD (Information retrieval) KW - Knowledge discovery in data KW - Knowledge discovery in databases KW - Mining, Data KW - Database searching KW - Mathematics KW - Statistical inference KW - Statistics, Mathematical KW - Statistics KW - Probabilities KW - Sampling (Statistics) KW - Measurement KW - Scaling KW - Methodology KW - Marketing KW - Statistical methods KW - 519.535 KW - Data processing KW - E-books KW - MATLAB (Computer file) KW - Statistics . KW - Public health. KW - Community health KW - Health services KW - Hygiene, Public KW - Hygiene, Social KW - Public health services KW - Public hygiene KW - Social hygiene KW - Health KW - Human services KW - Biosecurity KW - Health literacy KW - Medicine, Preventive KW - National health services KW - Sanitation KW - Biological statistics KW - Biology KW - Biometrics (Biology) KW - Biostatistics KW - Biomathematics KW - Statistical analysis KW - Statistical data KW - Statistical science KW - Econometrics KW - R (Computer program language). UR - https://www.unicat.be/uniCat?func=search&query=sysid:308775 AB - Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Series is aimed at a wide range of readers, and especially those who would like apply these techniques to their research problems. It complements Functional Data Analysis, Second Edition and Applied Functional Data Analysis: Methods and Case Studies by providing computer code in both the R and Matlab languages for a set of data analyses that showcase functional data analysis techniques. The authors make it easy to get up and running in new applications by adapting the code for the examples, and by being able to access the details of key functions within these pages. This book is accompanied by additional web-based support at http://www.functionaldata.org for applying existing functions and developing new ones in either language. The companion 'fda' package for R includes script files to reproduce nearly all the examples in the book including all but one of the 76 figures. Jim Ramsay is Professor Emeritus at McGill University and is an international authority on many aspects of multivariate analysis. He was President of the Statistical Society of Canada in 2002-3 and holds the Society’s Gold Medal for his work in functional data analysis. His statistical work draws on his collaboration with researchers in biomechanics, chemical engineering, climatology, ecology, economics, human biology, medicine and psychology. Giles Hooker is Assistant Professor of Biological Statistics and Computational Biology at Cornell University. His research interests include statistical inference in nonlinear dynamics, machine learning and computational statistics. Spencer Graves is an engineer with a PhD in Statistics and over 15 years experience using S-Plus and R to analyze data in a broad range of applications. He has made substantive contributions to several CRAN packages including ‘fda’ and ‘DierckxSpline.’ . ER -