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Bayesian Ideas And Data Analysis: An Introduction For Scientists And Statis...

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Bayesian Ideas And Data Analysis: An Introduction For Scientists And StatisticiansISBN13:9781439803547ISBN10:1439803544Author:Christensen, Ronald (Author), Johnson, Wesley (Author), Branscum, Adam (Author)Description:Emphasizing The Use Of Winbugs And R To Analyze Real Data, Bayesian Ideas And Data Analysis: An Introduction For Scientists And Statisticians Presents Statistical Tools To Address Scientific Questions It Highlights Foundational Issues In Statistics, The Importance Of Making Accurate Predictions, And The Need For Scientists And Statisticians To Collaborate In Analyzing Data The Winbugs Code Provided Offers A Convenient Platform To Model And Analyze A Wide Range Of Data The First Five Chapters Of The Book Contain Core Material That Spans Basic Bayesian Ideas, Calculations, And Inference, Including Modeling One And Two Sample Data From Traditional Sampling Models The Text Then Covers Monte Carlo Methods, Such As Markov Chain Monte Carlo (Mcmc) Simulation After Discussing Linear Structures In Regression, It Presents Binomial Regression, Normal Regression, Analysis Of Variance, And Poisson Regression, Before Extending These Methods To Handle Correlated Data The Authors Also Examine Survival Analysis And Binary Diagnostic Testing A Complementary Chapter On Diagnostic Testing For Continuous Outcomes Is Available On The Book's Website The Last Chapter On Nonparametric Inference Explores Density Estimation And Flexible Regression Modeling Of Mean Functions The Appropriate Statistical Analysis Of Data Involves A Collaborative Effort Between Scientists And Statisticians Exemplifying This Approach, Bayesian Ideas And Data Analysis Focuses On The Necessary Tools And Concepts For Modeling And Analyzing Scientific Data Data Sets And Codes Are Provided On A Supplemental Website Binding:Hardcover, HardcoverPublisher:CRC PressPublication Date:2010-07-06Weight:2.35 lbsDimensions:1.1'' H x 10'' L x 6.9'' WNumber of Pages:498Language:English

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Location: USA

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Book Title: Bayesian Ideas And Data Analysis: An Introduction For Scient...

Number of Pages: 516 Pages

Language: English

Publication Name: Bayesian Ideas and Data Analysis : an Introduction for Scientists and Statisticians

Publisher: CRC Press LLC

Subject: Probability & Statistics / General, Probability & Statistics / Bayesian Analysis

Item Height: 1.3 in

Publication Year: 2010

Type: Textbook

Item Weight: 37.7 Oz

Subject Area: Mathematics

Item Length: 10.2 in

Author: Ronald Christensen, Adam Branscum, Wesley Johnson, Timothy E. Hanson

Item Width: 7.2 in

Series: Chapman and Hall/Crc Texts in Statistical Science Ser.

Format: Hardcover

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