000 02301cam a2200313 i 4500
001 22770754
003 NU
005 20250516141319.0
008 220830t20232023njua 001 0 eng d
010 _a 2022945423
020 _a978-0-13-758098-9
_q(paperback)
040 _aNU FAIRVIEW
_cNU FAIRVIEW
050 0 0 _aQA 279.5 C37 2023
082 0 4 _a519.5/42
_223/eng/20230117
100 1 _aCarlberg, Conrad George,
_eauthor.
245 1 0 _aBayesian analysis with Excel and R /
_cConrad G. Carlberg.
264 1 _a[Upper Saddle River, New Jersey?] :
_bPearson Education, Inc.,
_cc2023.
264 4 _c©2023
300 _axvi, 169 pages :
_billustrations ;
_c24 cm.
365 _b3073.60
500 _aIncludes index.
505 _aChapter 1 : Bayesian Analysis and R: An Overview. -- Chapter 2 : Generating Posterior Distributions with the Binomial Distribution. -- Chapter 3 : Understanding the Beta Distribution. -- Chapter 4 : Grid Approximation and the Beta Distribution. -- Chapter 5 : Grid Approximation with Multiple Parameters. -- Chapter 6 : Regression Using Bayesian Methods. -- Chapter 7 : Handling Nominal Variables. -- Chapter 8 : MCMC Sampling Methods. --
520 _a"Leverage the full power of Bayesian analysis for competitive advantage. Bayesian 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, provides downloadable Excel workbooks you can easily adapt to your own needs, 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 organization--and yourself."--Page 4 of cover.
630 0 0 _aMICROSOFT EXCEL (COMPUTER FILE)
630 0 7 _aMICROSOFT EXCEL (COMPUTER FILE)
_2FAST
650 0 _aBAYESIAN STATISTICAL DECISION THEORY.
650 0 _a(COMPUTER PROGRAM LANGUAGE) R.
942 _2lcc
_cBK
_n0
999 _c6087
_d6087