This new edition provides a step-by-step guide to applying the Rasch model in R, a probabilistic model used by researchers across the social sciences to measure unobservable (latent) variables. Although the focus is on simple R code, the book provid...Loe edasi...
This book is designed for students taking basic and advanced courses in statistics, taking an integrative and practical approach to learning statistics. It guides students through navigating SPSS outputs and writing quantitatively, dealing with tech...Loe edasi...
In medical and social science research, MGLMMs help disentangle state dependence from incidental parameters. Focusing on these sophisticated data analysis techniques, this work presents robust and methodologically sound models for analyzing large an...Loe edasi...
Currently, there are a lack of intermediate /advanced level textbooks which introduce students and practicing statisticians to the updated methods on correlated data inference. T...Loe edasi...
This textbook is a comprehensive guide to machine learning and artificial intelligence tailored for students in business and economics. It takes a hands-on approach to teach machine learning, emphasizing practical applications over complex mathemati...Loe edasi...
This book covers the main models within the GLM (i.e., logistic, Poisson, negative binomial, ordinal, and multinomial). It focuses on graphic displays of results as these are a core strength of using R for statistical analysis, and uses statistical...Loe edasi...
Factor Analysis and Dimension Reduction in R provides coverage with worked examples of a large number of dimension reduction procedures along with model performance metrics to compare them. This book will be suitable for graduate level and optional...Loe edasi...
Statistics are used throughout businesses to present and analyse data and decide on best practice. This Book provides a practical approach to these concepts and their applications in business, economics, and other areas of data analytics....Loe edasi...
A selection of papers focusing on the following five aspects: Big data acquisition and analysis, Integration of qualitative research and quantitative research, Sociological Internet experiment research, Application of ABM simulation method in Sociol...Loe edasi...
Systemic Bias: Algorithms and Society looks at issues of computational bias in the contexts of cultural works, metaphors of magic and mathematics in tech culture, and workplace psychometrics....Loe edasi...
This book presents a complete exploration of statistical data analysis in R for a wide variety of social science disciplines and quantitative methods courses....Loe edasi...
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from speci...Loe edasi...
The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from speci...Loe edasi...
Selected papers from a conference focusing on the following five aspects: Big data acquisition and analysis, Integration of qualitative research and quantitative research, Sociological Internet experiment research, Application of ABM simulation meth...Loe edasi...
This volume unpacks the multidimensional realities of political violence, and how these crimes are dealt with throughout the US judicial system, using a mixed methods approach....Loe edasi...
This book explores the role of dialogue in urban community formations and specifically focuses on the need for civic dialogue within urban spaces. It examines the relationships between people and place in cities, analyzing how contrasting local narr...Loe edasi...
To date, no one volume in the Innovations in GIS series has addressed the use of up-to-date GIS-based techniques in a range of socio-economic applications. Socio-Economic Applications of Geographic Information Science begins with a short introductor...Loe edasi...
