The scientific community at the global level is fast becoming aware of the rising use of open-source tools such as R and Python for data analysis. Unfortunately, in spite of the awareness, the conversion of the intrigue to the practical knowledge in...Loe edasi...
In this book we argue for the need for a new approach to data provenance and explain how recent advancements in data processing workflow automation present an opportunity to address this need. We introduce descriptive dataflow operators - a novel ap...Loe edasi...
This book shows how to conduct statistical power analysis when the underlying research data are unreliable and explores how sample design effects, measurement error, and equating error impact power analysis. As such, it covers unreliability in test...Loe edasi...
Sari: Cambridge Series in Statistical and Probabilistic Mathematics
(Ilmumisaeg: 31-May-2026, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009651721)
This text explains how to build and analyze plausible models for random networks, and how to use statistics for validating such models, for detecting unusual features in the data, and for making predictions. It uniquely balances mathematical rigour...Loe edasi...
This concise introduction to statistical modelling and machine learning focuses on core ideas and a carefully selected set of representative methods. Requiring only introductory calculus, probability and linear algebra, it provides readers with an i...Loe edasi...
(Ilmumisaeg: 31-May-2026, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009630689)
This concise introduction to statistical modelling and machine learning focuses on core ideas and a carefully selected set of representative methods. Requiring only introductory calculus, probability and linear algebra, it provides readers with an i...Loe edasi...
(Ilmumisaeg: 31-May-2026, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009702812)
This concise modern introduction to regression covers a wide range of topics and contemporary applications, including high-dimensional regression and causal inference, with concision and clarity. Suitable for advanced undergraduate and beginning gra...Loe edasi...
This book provides a multidisciplinary exploration of master protocol clinical trials, blending clinical, statistical, regulatory, operational, economic insights and patients perspectives. It examines both opportunities and challenges in design an...Loe edasi...
This book provides a multidisciplinary exploration of master protocol clinical trials, blending clinical, statistical, regulatory, operational, economic insights and patients perspectives. It examines both opportunities and challenges in design an...Loe edasi...
Whether you’re new to statistical analysis or looking to enhance your analytical skills with the R programming language, this textbook provides comprehensive and practical guidance for understanding fundamental statistical concepts through healthc...Loe edasi...
Whether you’re new to statistical analysis or looking to enhance your analytical skills with the R programming language, this textbook provides comprehensive and practical guidance for understanding fundamental statistical concepts through healthc...Loe edasi...
Offers a rigorous, comprehensive, and modern presentation of the most traditional concepts in measure theory and integration. Building on the classical foundations, it introduces the theory with full generality and meticulous attention to detail,...Loe edasi...
The book presents real-life applications of Data Science and Big Data for Sustainable Development Goals. It includes a list of case studies from different regions across India. The book uses both structured and unstructured data like numeric data,...Loe edasi...
Prepare to view the world through a new lens SPEED a groundbreaking exploration that challenges your perceptions of lifes driving force, from the internationally bestselling author There is no author whose books I look forward to more...Loe edasi...
This book presents a state-of-the-art picture of advances in social network research for economic, business, and financial historians. It showcases recent advances in the methodology and application of social network analysis to historical research...Loe edasi...
Over the course of his distinguished career, Robert Strichartz (1943-2021) had a substantial impact on the field of analysis with his deep, original results in classical harmonic, functional, and spectral analysis, and in the newly developed analysi...Loe edasi...
This book provides the knowledge and skills needed to analyze the Baltic Dry Index (BDI), its development, patterns, models, etc., from a statistical perspective. The BDI is one of the leading indicators of the maritime transport sector incorporatin...Loe edasi...
This second edition of a classic text offers an extensively revised and updated treatment of multivariate statistical analysis and its practical implementation using the LISREL program. In addition to core topics such as struct...Loe edasi...
Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA), and this revised edition is accompanied by the R package ExploreTheData that implements many of the approaches described. As bef...Loe edasi...
Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA), and this revised edition is accompanied by the R package ExploreTheData that implements many of the approaches described. As bef...Loe edasi...
This book introduces how the rapid advancement of artificial intelligenceAI is transforming the field of materials informatics, viz., AI+ materials. Around the world, self-driving materials laboratories and robotic systemsthe hard foundation of this...Loe edasi...
