
Data Modeling For The Sciences Av Steve (Arizona State University) Presse, Ioannis (University Of Tennessee Knoxville) Sgouralis
This accessible guide to data modeling introduces basic probabilistic concepts, gradually building toward state-of-the art data modeling and analysis techniques. Aimed at students and researchers in the sciences, the text is self-contained and pedagogical, including practical examples and end of chapter problems....
fra 819,-
Tilgjengelig i 2 butikker
Frakt og levering
Forhåndsbestill
Frakt og levering
Produktinformasjon
With the increasing prevalence of big data and sparse data, and rapidly growing data-centric approaches to scientific research, students must develop effective data analysis skills at an early stage of their academic careers. This detailed guide to data modeling in the sciences is ideal for students and researchers keen to develop their understanding of probabilistic data modeling beyond the basics of p-values and fitting residuals. The textbook begins with basic probabilistic concepts, models of dynamical systems and likelihoods are then presented to build the foundation for Bayesian inference, Monte Carlo samplers and filtering. Modeling paradigms are then seamlessly developed, including mixture models, regression models, hidden Markov models, state-space models and Kalman filtering, continuous time processes and uniformization. The text is self-contained and includes practical examples and numerous exercises. This would be an excellent resource for courses on data analysis within
Topplisten: Cambridge University Press Samfunnsvitenskap
Spesifikasjon
Generelt
Sett | Nei |
Typ | Papirbøker |
Pris og prishistorikk
Akkurat nå er 819,- den billigste prisen for Data Modeling For The Sciences Av Steve (Arizona State University) Presse, Ioannis (University Of Tennessee Knoxville) Sgouralis blant 2 butikker hos Prisradar. Sjekk også vår topp 5-rangering av beste samfunnsvitenskap for å være sikker på at du gjør det beste kjøpet.
Routledge Handbook of Sport and COVID-19Nostalgia Nationalism and the US Militia MovementAffective TouchingShocks and Politics
Cooperating FactionsWhat We Are Fighting For A Radical Collective ManifestoThe Eye of OdinFavela Resistance Urban Periphery Pacification and the Struggle for Food Sovereignty
Kingmaker Secrets Lies and the Truth about Five Prime MinistersPortrait of an Island on FireSing to the Western Wind A NovelThe War of Art A History of Artists' Protest In America
The Secret Life of Leinster House What you really need to know about how the country is runBacklash China’s Struggle for Influence in Central AsiaTransformed by the People Hayat Tahrir alSham’s Road to Power in SyriaThe Crying of the Wind Ireland
Love Expanded How asexuals and aromantics are redefining love life and familyAddressing Hate Crime and Incidents in Neoliberal Universities An Examination of Universities’ PoliciesThe Southeast Asia Connection Trade and Polities in the Eurasian World Economy 500 BC–AD 500Artifak Cultural Revival Tourism and the Recrafting of History in Vanuatu