How Long to Read Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators

How Long Does it Take to Read Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators?

It takes the average reader 6 hours and 4 minutes to read Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators by Tailen Hsing

Assuming a reading speed of 250 words per minute. Learn more

Description

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators provides a uniquely broad compendium of the key mathematical concepts and results that are relevant for the theoretical development of functional data analysis (FDA). The self–contained treatment of selected topics of functional analysis and operator theory includes reproducing kernel Hilbert spaces, singular value decomposition of compact operators on Hilbert spaces and perturbation theory for both self–adjoint and non self–adjoint operators. The probabilistic foundation for FDA is described from the perspective of random elements in Hilbert spaces as well as from the viewpoint of continuous time stochastic processes. Nonparametric estimation approaches including kernel and regularized smoothing are also introduced. These tools are then used to investigate the properties of estimators for the mean element, covariance operators, principal components, regression function and canonical correlations. A general treatment of canonical correlations in Hilbert spaces naturally leads to FDA formulations of factor analysis, regression, MANOVA and discriminant analysis. This book will provide a valuable reference for statisticians and other researchers interested in developing or understanding the mathematical aspects of FDA. It is also suitable for a graduate level special topics course.

How long is Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators?

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators by Tailen Hsing is 362 pages long, and a total of 91,224 words.

This makes it 122% the length of the average book. It also has 111% more words than the average book.

How Long Does it Take to Read Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 18 minutes to read Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators aloud.

What Reading Level is Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators?

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators?

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators by Tailen Hsing is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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