How Long to Read Linear Models

How Long Does it Take to Read Linear Models?

It takes the average reader 11 hours and 1 minute to read Linear Models by Debasis Sengupta

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

Description

Linear Models: An Integrated Approach aims to provide a clear and deep understanding of the general linear model using simple statistical ideas. Elegant geometric arguments are also invoked as needed and a review of vector spaces and matrices is provided to make the treatment self-contained. Complex, matrix-algebraic methods, such as those used in the rank-deficient case, are replaced by statistical proofs that are more transparent and that show the parallels with the simple linear model. This book has the following special features: Use of simple statistical ideas such as linear zero functions and covariance adjustment to explain the fundamental as well as advanced concepts Emphasis on the statistical interpretation of complex algebraic results A thorough treatment of the singular linear model, including the case of multivariate response A unified discussion on models with a partially unknown dispersion matrix, including mixed- effects/variance-components models and models for spatial,and time series data Insight into updates on the linear model and their connection with diagnostics, design, variable selection, the Kalman filter, etc. An extensive discussion on the foundations of linear inference, along with linear alternatives to least squares Coverage of other special topics, such as collinearity, stochastic and inequality constraints, misspecified models, etc. Simpler proofs of numerous known results Pointers to current research through examples and exercises

How long is Linear Models?

Linear Models by Debasis Sengupta is 646 pages long, and a total of 165,376 words.

This makes it 218% the length of the average book. It also has 202% more words than the average book.

How Long Does it Take to Read Linear Models Aloud?

The average oral reading speed is 183 words per minute. This means it takes 15 hours and 3 minutes to read Linear Models aloud.

What Reading Level is Linear Models?

Linear Models 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 Linear Models?

Linear Models by Debasis Sengupta is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Linear Models by Debasis Sengupta on Amazon click the button below.