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008 240307s2024 xx |||||o ||| 0|eng d
020 _a9781837693559
020 _a9781837693566
020 _a9781837693573
020 _aintechopen.1000345
024 7 _a10.5772/intechopen.1000345
_2doi
040 _aoapen
_coapen
_d
041 0 _aeng
042 _adc
720 1 _aÖmür Bucak, İhsan
_4edt
245 0 0 _aBayesian Inference
_bRecent Trends
260 _bIntechOpen
_c2024
300 _a1 online resource (88 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
506 0 _fUnrestricted online access
_2star
520 _aIn an era where data is abundant and computational power is soaring, Bayesian Inference - Recent Trends emerges as an essential guide to understanding and applying Bayesian methods in various scientific and technological domains. This book uniquely blends theoretical rigor with practical insights, showcasing the latest advancements and applications of Bayesian inference. • Discover the renaissance of Bayesian inference and its vital role in modern-day statistical analysis and prediction. • Explore the depth of hidden Markov models and their power in inferring hidden states and transitions in stochastic systems. • Dive into the complexity of nested sampling and its effectiveness in parameter estimation, particularly in signal processing. • Examine the precision of naive Bayes algorithms in news classification, a critical task in the digital information age. This book is an invaluable resource for anyone interested in the intersection of statistics, machine learning, and data science. It offers a unique perspective on Bayesian inference, revealing its potential to provide robust solutions in an increasingly data-driven world. Whether you are a seasoned researcher, a budding scientist, or a curious enthusiast, Bayesian Inference - Recent Trends is your gateway to understanding and leveraging the power of Bayesian methods in the ever-evolving landscape of data analysis.
540 _aCreative Commons
_fhttps://creativecommons.org/licenses/by/3.0/
_2cc
_uhttps://creativecommons.org/licenses/by/3.0/
546 _aEnglish
650 7 _aProbability and statistics
_2bicssc
720 1 _aÖmür Bucak, İhsan
_4oth
793 0 _aDOAB Library.
856 _uhttps://docs.google.com/spreadsheets/d/1yKIrdCPDAG_9c22mwoOIO2DOhtj65Wqa/edit?usp=sharing&ouid=106555315294820607512&rtpof=true&sd=true
_yList of Curated E-Books
942 _cE-BOOK
999 _c80983
_d80982