Bayesian Analysis with Excel and R

Language: English

Published by Pearson International, 2022

0137580983 / 9780137580989

Series: Book 12 of 14 - Addison-Wesley Data & Analytics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Leverage the full power of Bayesian analysis for competitive advantageBayesian methods can solve problems you can't reliably handle any other way. Building on your existing Excel analytics skills and experience, Microsoft Excel MVP Conrad Carlberg helps you make the most of Excel's Bayesian capabilities and move toward R to do even more.Step by step, with real-world examples, Carlberg shows you how to use Bayesian analytics to solve a wide array of real problems. Carlberg clarifies terminology that often bewilders analysts, and offers sample R code to take advantage of the rethinking package in R and its gateway to Stan.As you incorporate these Bayesian approaches into your analytical toolbox, you'll build a powerful competitive advantage for your organizationand yourself.Explore key ideas and strategies that underlie Bayesian analysisDistinguish prior, likelihood, and posterior distributions, and compare algorithms for driving sampling inputsUse grid approximation to solve simple univariate problems, and understand its limits as parameters increasePerform complex simulations and regressions with quadratic approximation and Richard McElreath's quap functionManage text values as if they were numericLearn today's gold-standard Bayesian sampling technique: Markov Chain Monte Carlo (MCMC)Use MCMC to optimize execution speed in high-complexity problemsDiscover when frequentist methods fail and Bayesian methods are essentialand when to use both in tandem.…

Seller Inventory # 9780137580989

Title
Bayesian Analysis with Excel and R
Author
Conrad Carlberg
Publisher
Pearson International
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0137580983
ISBN 13
9780137580989
Item weight
345 grams
Dimensions
235x178x11 mm
Series
Book 12 of 14: Addison-Wesley Data & Analytics

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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