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Partial Least Squares (PLS) is an estimation method and an algorithm for latent variable path (LVP) models. PLS is a component technique and estimates the latent variables as weighted aggregates. The implications of this choice are considered and compared to covariance structure techniques like LISREL, COSAN and EQS. The properties of special cases of PLS (regression, factor scores, structural equations, principal components, canonical correlation, hierarchical components, correspondence analysis, three-mode path and component analysis) are examined step by step and contribute to the understanding of the general PLS technique. The proof of the convergence of the PLS algorithm is extended beyond two-block models. Some 10 computer programs and 100 applications of PLS are referenced. The book gives the statistical underpinning for the computer programs PLS 1.8, which is in use in some 100 university computer centers, and for PLS/PC. It is intended to be the background reference for the users of PLS 1.8, not as textbook or program manual.
This edited book presents the recent developments in partial least squares-path modeling (PLS-PM) and provides a comprehensive overview of the current state of the most advanced research related to PLS-PM. The first section of this book emphasizes the basic concepts and extensions of the PLS-PM method. The second section discusses the methodological issues that are the focus of the recent development of the PLS-PM method. The third part discusses the real world application of the PLS-PM method in various disciplines. The contributions from expert authors in the field of PLS focus on topics such as the factor-based PLS-PM, the perfect match between a model and a mode, quantile composite-based...
In the years preceding publication of this book in 1986 much progress was made in identifying the social sources of support for Hitler’s NSDAP and in determining the tactics employed by the party to mobilise its constituency at grass roots level. It has emerged that the Nazi’s roots were far more diverse than previously assumed, extending beyond the lower middle class to encompass both the affluent bourgeoisie and the working class. This book collects together original studies which represent a distillation of some of the contemporaneous research.
This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM’s development in its proper historical context–essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEMâ...
Historical essays on German mass politics, from novel and sometimes surprising viewpoints.
Ten chapters discuss key aspects of advanced PLS analysis and its practical applications, covering new guidelines and improvements in the use of PLS-PM as well as various individual topics.
This book analyzes how a sizable group of Gennan workers came to support Communism and how they in turn influenced the emergence and development of the German Communist Party (KPD) in its fonnative period as a mass party. It reconstructs the interaction between a party and the constituency to which it appealed within the constraints and opportunities set by social structures, econo mic conditions, and political competitors. This interaction revolved around the elaboration and implementation of a specific concept of revolutionary politics, and this study investigates both the rise of the KPD as a mass party and its failure to set off a socialist revolution in the early 1920s in light of the c...
'We are indebted to Michael Szenberg's persuasive powers in eliciting the self-analyses of economists . . . For these insights, the budding economist as well as the historian of thought should be grateful.' - From the foreword by Kenneth J. Arrow
This collection shows how the study of past politics can be deepened by theory and practice from political science, sociology, and economics, and how the application of quantitative methods to received assumptions can expand our understanding of all political history.