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Functional data analysis with R / Ciprian M. Crainiceanu, Jeff Goldsmith, Andrew Leroux, and Erjia Cui.
- Format:
- Book
- Author/Creator:
- Crainiceanu, Ciprian, author.
- Goldsmith, Jeff, author.
- Leroux, Andrew, author.
- Cui, Erjia, author.
- Series:
- Monographs on statistics and applied probability (Series) ; 174.
- Monographs on statistics and applied probability ; 174
- Language:
- English
- Subjects (All):
- Multivariate analysis.
- Statistical functionals.
- Functional analysis.
- R (Computer program language).
- Physical Description:
- 1 online resource (xiii, 323 pages) : illustrations (chiefly color), color maps.
- Edition:
- First edition.
- Place of Publication:
- Boca Raton, FL : CRC Press, 2024.
- Contents:
- 1. Basic Concepts2. Key Methodological Concepts3. Functional Principal Components Analysis4. Scalar-on-Function Regression5. Function-on-Scalar Regression6. Function-on-Function Regression7. Survival Analysis with Functional Predictors8. Multilevel Functional Data Analysis9. Clustering of Functional Data
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. London Available via World Wide Web.
- Description based on online resource; title from digital title page (viewed on April 09, 2024).
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Dr. D. Sergeant Pepper Memorial Fund.
- Other Format:
- Print version: Crainiceanu, Ciprian. Functional data analysis with R
- ISBN:
- 9781003278726
- 1003278728
- 9781003856306
- 1003856306
- 9781003856320
- 1003856322
- Publisher Number:
- 99996217199
- Access Restriction:
- Restricted for use by site license.
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