Now in its second edition, this textbook provides an introduction to Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and categorical data, as well as linear regression analysis and topi...Loe edasi...
(Ilmumisaeg: 30-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031847110)
This book provides readers with a comprehensive guide to designing rigorous and effective network science tools using the statistical software platforms Stata, R, and Python.Network science offers a means to understand and analyze complex s...Loe edasi...
(Ilmumisaeg: 26-Feb-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031302756)
This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending theory, data examples, software code, and exercises from beginning to end for a profound yet practical...Loe edasi...
This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of...Loe edasi...
This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applications using Python, R, and Stata. It provides a balance between theory and applications and fosters an understanding and awaren...Loe edasi...
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects,...Loe edasi...
(Ilmumisaeg: 30-Nov-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031300721)
This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of...Loe edasi...
(Ilmumisaeg: 15-Nov-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031413360)
This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applications using Python, R, and Stata. It provides a balance between theory and applications and fosters an understanding and awaren...Loe edasi...
This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including A...Loe edasi...
(Ilmumisaeg: 03-Aug-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031333897)
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects,...Loe edasi...
Now in its second edition, this textbook provides an introduction to Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and categorical data, as well as linear regression analysis and topi...Loe edasi...
(Ilmumisaeg: 20-Oct-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031135835)
This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including A...Loe edasi...
This book presents an introduction to linear univariate and multivariate time series analysis, providing brief theoretical insights into each topic, and from the beginning illustrating the theory with software examples. As such, it quickly introdu...Loe edasi...
This book presents an introduction to linear univariate and multivariate time series analysis, providing brief theoretical insights into each topic, and from the beginning illustrating the theory with software examples. As such, it quickly introdu...Loe edasi...
(Ilmumisaeg: 11-Apr-2018, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319726335)
This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate samples from arbitrary probability distributions, and tailored techn...Loe edasi...
This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate samples from arbitrary probability distributions, and tailored techn...Loe edasi...
(Ilmumisaeg: 10-Oct-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319553351)
This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical...Loe edasi...
This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistic...Loe edasi...
Wolfgang Karl Härdle, Cathy Yi-Hsuan Chen, Ludger Overbeck
Sari: Statistics and Computing
(Ilmumisaeg: 12-Aug-2018, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783662571996)
This volume provides practical solutions and introduces recent theoretical developments in risk management, pricing of credit derivatives, quantification of volatility and copula modeling. This third edition is devoted to modern risk analysis base...Loe edasi...
Wolfgang Karl Hardle, Cathy Yi-Hsuan Chen, Ludger Overbeck
Sari: Statistics and Computing
(Ilmumisaeg: 05-Aug-2017, Hardback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783662544853)
This volume provides practical solutions and introduces recent theoretical developments in risk management, pricing of credit derivatives, quantification of volatility and copula modeling. This third edition is devoted to modern risk analysis base...Loe edasi...
This textbook provides an introduction to the free software Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and categorical data, as well as linear regression analysis and topics from s...Loe edasi...
