An Introduction to Statistical Data Science Theory and Models /
This graduate textbook on the statistical approach to data science describes the basic ideas, scientific principles and common techniques for the extraction of mathematical models from observed data. Aimed at young scientists, and motivated by their scientific prospects, it provides first principle...
Guardat en:
| Autor principal: | |
|---|---|
| Autor corporatiu: | |
| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
|
| Edició: | 1st ed. 2024. |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-3-031-66619-3 |
| Etiquetes: |
Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!
|
Ítems similars
Regression Graph Models for Categorical Data Parameterization and Inference /
per: Lupparelli, Monia, et al.
Publicat: (2025)
per: Lupparelli, Monia, et al.
Publicat: (2025)
Statistical Learning Tools for Electricity Load Forecasting
per: Antoniadis, Anestis, et al.
Publicat: (2024)
per: Antoniadis, Anestis, et al.
Publicat: (2024)
Developments in Statistical Modelling
Publicat: (2024)
Publicat: (2024)
Statistical Machine Learning for Engineering with Applications
Publicat: (2024)
Publicat: (2024)
Bayesian Statistics, New Generations New Approaches BAYSM 2022, Montréal, Canada, June 22–23 /
Publicat: (2023)
Publicat: (2023)
Machine Learning and Big Data Analytics 2nd International Conference on Machine Learning and Big Data Analytics-ICMLBDA, IIT Patna, India, March 2022 /
Publicat: (2023)
Publicat: (2023)
Generalized Linear Models and Extensions
per: Islam, M. Ataharul, et al.
Publicat: (2025)
per: Islam, M. Ataharul, et al.
Publicat: (2025)
Advances in Machine Learning and Big Data Analytics I ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30 /
Publicat: (2025)
Publicat: (2025)
Mixed-Effects Models and Small Area Estimation
per: Sugasawa, Shonosuke, et al.
Publicat: (2023)
per: Sugasawa, Shonosuke, et al.
Publicat: (2023)
New Trends in Functional Statistics and Related Fields
Publicat: (2025)
Publicat: (2025)
Nonparametric Bayesian Inference Contributions by Jean-Marie Rolin /
Publicat: (2024)
Publicat: (2024)
Statistical Modeling Using Bayesian Latent Gaussian Models With Applications in Geophysics and Environmental Sciences /
Publicat: (2023)
Publicat: (2023)
Statistical Models and Methods for Data Science
Publicat: (2023)
Publicat: (2023)
Learning in the Absence of Training Data
per: Chakrabarty, Dalia
Publicat: (2023)
per: Chakrabarty, Dalia
Publicat: (2023)
Stein Estimation
per: Maruyama, Yuzo, et al.
Publicat: (2023)
per: Maruyama, Yuzo, et al.
Publicat: (2023)
Multiple Information Source Bayesian Optimization
per: Candelieri, Antonio, et al.
Publicat: (2025)
per: Candelieri, Antonio, et al.
Publicat: (2025)
Weak Convergence and Empirical Processes With Applications to Statistics /
per: van der Vaart, A. W., et al.
Publicat: (2023)
per: van der Vaart, A. W., et al.
Publicat: (2023)
A Mathematical Introduction to Data Science
per: Sun, Yi, et al.
Publicat: (2025)
per: Sun, Yi, et al.
Publicat: (2025)
Stochastic Models, Statistics and Their Applications SMSA 2024, Delft, The Netherlands, March 13-15 /
Publicat: (2025)
Publicat: (2025)
A First Course in Statistical Learning With Data Examples and Python Code /
per: Lederer, Johannes
Publicat: (2025)
per: Lederer, Johannes
Publicat: (2025)
Bayesian statistics : Principles, Models, and Applications /
per: James, Press S
Publicat: (1989)
per: James, Press S
Publicat: (1989)
Bayesian statistics Principles, Models, and Applications
per: James, Press S
Publicat: (1989)
per: James, Press S
Publicat: (1989)
Bayesian Data Analysis /
per: Andrew, Gelman
Publicat: (2017)
per: Andrew, Gelman
Publicat: (2017)
Bayesian Data Analysis
per: Andrew, Gelman
Publicat: (2017)
per: Andrew, Gelman
Publicat: (2017)
Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications Selected Contributions from SimStat 2019 and Invited Papers /
Publicat: (2023)
Publicat: (2023)
Machine Learning Governance for Managers
per: Lazzeri, Francesca, et al.
Publicat: (2024)
per: Lazzeri, Francesca, et al.
Publicat: (2024)
Thinking Data Science A Data Science Practitioner’s Guide /
per: Sarang, Poornachandra
Publicat: (2023)
per: Sarang, Poornachandra
Publicat: (2023)
An Introduction to Bayesian Analysis : Theory and Methods /
per: Ghosh,Jayanta K
Publicat: (2006)
per: Ghosh,Jayanta K
Publicat: (2006)
An Introduction to Bayesian Analysis Theory and Methods
per: Ghosh,Jayanta K
Publicat: (2006)
per: Ghosh,Jayanta K
Publicat: (2006)
Sustainable Statistical and Data Science Methods and Practices Reports from LISA 2020 Global Network, Ghana, 2022 /
Publicat: (2023)
Publicat: (2023)
Bayesian Core : A Practical Approach to Computational Bayesian Statistics /
per: Michel, Marin Jean
Publicat: (2012)
per: Michel, Marin Jean
Publicat: (2012)
Bayesian Core A Practical Approach to Computational Bayesian Statistics
per: Michel, Marin Jean
Publicat: (2012)
per: Michel, Marin Jean
Publicat: (2012)
Real-World Evidence in Medical Product Development
Publicat: (2023)
Publicat: (2023)
Visualization and Imputation of Missing Values With Applications in R /
per: Templ, Matthias
Publicat: (2023)
per: Templ, Matthias
Publicat: (2023)
Fundamentals of Order and Rank Statistics
per: Song, Iickho, et al.
Publicat: (2024)
per: Song, Iickho, et al.
Publicat: (2024)
New Frontiers in Statistics and Data Science SPE2023, Guimarães, Portugal, October 11-14 /
Publicat: (2025)
Publicat: (2025)