Multivariate Analysis in the Pharmaceutical Industry provides industry practitioners with guidance on multivariate data methods and their applications over the lifecycle of a pharmaceutical product, from process development, to routine manufacturing, focusing on the challenges specific to each step. It includes an overview of regulatory guidance specific to the use of these methods, along with perspectives on the applications of these methods that allow for testing, monitoring and controlling products and processes. The book seeks to put multivariate analysis into a pharmaceutical context for the benefit of pharmaceutical practitioners, potential practitioners, managers and regulators. Users will find a resources that addresses an unmet need on how pharmaceutical industry professionals can extract value from data that is routinely collected on products and processes, especially as these techniques become more widely used, and ultimately, expected by regulators.

Focuses on theoretical results along with applications

All the main topics covering the heart of the subject are introduced to the reader in a systematic fashion

Concentration is on the probabilistic and statistical aspects of extreme values

Excellent introduction to extreme value theory at the graduate level, requiring only some mathematical maturity

This book challenges monoglossic ideologies, traditional language pedagogies and dominant forms of knowledge construction by foregrounding multilingual and multicultural students' language narratives, repertoires, and identities. The research is based on a sixteen-year longitudinal study of a sociolinguistics course at an English language university and the language narratives produced by the first-year education students. The study was borne out of a need to create a critically inclusive course that would engage a cohort of students from socially and linguistically diverse backgrounds in contemporary South Africa. Drawing on data from over 5,000 students who have journeyed through this course, this book shows how a narrative heteroglossic pedagogy harnesses students' multilingual strengths. A close analysis reveals complex identity work by students located in the Global South. The authors argue that decolonising language education is about reconceptualising language, reconfiguring what knowledges are valued in the classroom, and reshaping pedagogy.

Compelling and highly engaging, this text shows teachers at all levels how to do critical literacy in the classroom and provides models for practice that can be adapted to any context. Integrating social theory and classroom practice, it brings critical literacy to life as a socio-cultural orientation to the teaching of literacy that takes seriously the relationship between language and power and orients readers to the social effects of texts. Students and teachers are drawn into the key questions critical readers need to pose of texts: Whose interests are served, who benefits, who is disadvantaged; who is included and who is excluded? The practical activities help readers grasp complex issues.

Extending the theoretical framework in Hilary JanksOCO "Literacy and Power" with a rich range of completely new, up-to-date activities that translate theory into practice, "Doing Critical Literacy" is powerful, relevant, and useful for both pre- and in-service teacher education and for use in schools. "

This treatment of extreme value theory is unique in book literature in that it focuses on some beautiful theoretical results along with applications. All the main topics covering the heart of the subject are introduced to the reader in a systematic fashion so that in the final chapter even the most recent developments in the theory can be understood.

Key to the presentation is the concentration on the probabilistic and statistical aspects of extreme values without major emphasis on such related topics as regular variation, point processes, empirical distribution functions, and Brownian motion.

The work is an excellent introduction to extreme value theory at the graduate level, requiring only some mathematical maturity.

Compelling and highly engaging, this text shows teachers at all levels how to do critical literacy in the classroom and provides models for practice that can be adapted to any context. Integrating social theory and classroom practice, it brings critical literacy to life as a socio-cultural orientation to the teaching of literacy that takes seriously the relationship between language and power and orients readers to the social effects of texts. Students and teachers are drawn into the key questions critical readers need to pose of texts: Whose interests are served, who benefits, who is disadvantaged; who is included and who is excluded? The practical activities help readers grasp complex issues. Extending the theoretical framework in Hilary Janks' Literacy and Power with a rich range of completely new, up-to-date activities that translate theory into practice, Doing Critical Literacy is powerful, relevant, and useful for both pre- and in-service teacher education and for use in schools.