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020 _a9783031312823
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024 7 _a10.1007/978-3-031-31282-3
_2doi
050 4 _aQA276-280
072 7 _aPBT
_2bicssc
072 7 _aMAT029000
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082 0 4 _a519.5
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100 1 _aBlanco-Castañeda, Liliana.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_984763
245 1 0 _aApplied Stochastic Modeling
_h[electronic resource] /
_cby Liliana Blanco-Castañeda, Viswanathan Arunachalam.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aVII, 151 p. 17 illus., 13 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Mathematics & Statistics,
_x1938-1751
505 0 _aDiscrete-Time Markov Chain -- Branching Processes and Hidden Markov Model -- Poisson Processes and its Extensions -- Continuous-Time Markov Modeling -- Applications and Biology and Ecology.
520 _aThis book provides the essential theoretical tools for stochastic modeling. The authors address the most used models in applications such as Markov chains with discrete-time parameters, hidden Markov chains, Poisson processes, and birth and death processes. This book also presents specific examples with simulation methods that apply the topics to different areas of knowledge. These examples include practical applications, such as modeling the COVID-19 pandemic and animal movement modeling. This book is concise and rigorous, presenting the material in an easily accessible manner that allows readers to learn how to address and solve problems of a stochastic nature. .
650 0 _aStatistics .
_931616
650 0 _aMathematics.
_911584
650 0 _aMathematical statistics
_xData processing.
_918665
650 0 _aMathematical analysis.
_911486
650 1 4 _aStatistics.
_914134
650 2 4 _aApplied Statistics.
_945885
650 2 4 _aMathematics.
_911584
650 2 4 _aApplications of Mathematics.
_931558
650 2 4 _aStatistics and Computing.
_935035
650 2 4 _aAnalysis.
_931580
700 1 _aArunachalam, Viswanathan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_984771
710 2 _aSpringerLink (Online service)
_984773
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031312816
776 0 8 _iPrinted edition:
_z9783031312830
776 0 8 _iPrinted edition:
_z9783031312847
830 0 _aSynthesis Lectures on Mathematics & Statistics,
_x1938-1751
_984774
856 4 0 _uhttps://doi.org/10.1007/978-3-031-31282-3
912 _aZDB-2-SXSC
942 _cEBK
999 _c85718
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