Helge Toutenburg Bücher

Im Fokus stehen die Methoden zur Planung und Auswertung von Experimenten mit verschiedenen Antworttypen. Es werden Ansätze für kontinuierlich normalverteilte Antworten, Rangdaten sowie kategoriale und binäre Antworten behandelt. Besondere Aufmerksamkeit gilt loglinearen Modellen und Marginalmodellen für kategoriale korrelierte Antworten. Das Buch bietet eine umfassende Analyse und praxisnahe Anwendungen dieser statistischen Modelle, die für Forscher und Praktiker in den Bereichen Statistik und Datenanalyse von Interesse sind.

The book offers a comprehensive translation of a German textbook on the design of experiments, tailored to meet the needs highlighted by statisticians in the pharmaceutical industry. It covers classical and modern methodologies for analyzing continuous and categorical responses, including complex designs like cross-over and repeated measures. The collaborative effort of the author's staff and graduate students contributed significantly to the manuscript, ensuring precision and clarity, while also receiving valuable feedback from experts in the field.

Focusing on the design and analysis of experiments, this textbook covers classical theories for continuous responses and modern methods for categorical responses, with a particular emphasis on correlated categorical responses. It integrates foundational concepts with advanced techniques, making it a comprehensive resource for understanding experimental design in various contexts.