How Long to Read Bayesian Missing Data Problems

How Long Does it Take to Read Bayesian Missing Data Problems?

It takes the average reader 5 hours and 49 minutes to read Bayesian Missing Data Problems by Ming T. Tan

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

Description

Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation presents solutions to missing data problems through explicit or noniterative sampling calculation of Bayesian posteriors. The methods are based on the inverse Bayes formulae discovered by one of the author in 1995. Applying the Bayesian approach to important real-world problems, the authors focus on exact numerical solutions, a conditional sampling approach via data augmentation, and a noniterative sampling approach via EM-type algorithms. After introducing the missing data problems, Bayesian approach, and posterior computation, the book succinctly describes EM-type algorithms, Monte Carlo simulation, numerical techniques, and optimization methods. It then gives exact posterior solutions for problems, such as nonresponses in surveys and cross-over trials with missing values. It also provides noniterative posterior sampling solutions for problems, such as contingency tables with supplemental margins, aggregated responses in surveys, zero-inflated Poisson, capture-recapture models, mixed effects models, right-censored regression model, and constrained parameter models. The text concludes with a discussion on compatibility, a fundamental issue in Bayesian inference. This book offers a unified treatment of an array of statistical problems that involve missing data and constrained parameters. It shows how Bayesian procedures can be useful in solving these problems.

How long is Bayesian Missing Data Problems?

Bayesian Missing Data Problems by Ming T. Tan is 344 pages long, and a total of 87,376 words.

This makes it 116% the length of the average book. It also has 107% more words than the average book.

How Long Does it Take to Read Bayesian Missing Data Problems Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 57 minutes to read Bayesian Missing Data Problems aloud.

What Reading Level is Bayesian Missing Data Problems?

Bayesian Missing Data Problems 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 Bayesian Missing Data Problems?

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