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Failure time data analysis. --- Failure time data analysis --- Survival analysis (Biometry) --- Congresses --- Congresses.

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Human capital is an organization’s most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making significant investments to gain a deeper, data-informed understanding of organizational phenomena impacting the bottom line. This book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available open-source software. This book does not assume prior knowledge of statistics, how to query databases, or how to write performant code; early chapters include an introduction to R and SQL as well as an overview of statistical foundations. By the end of this book, readers will be able to: • Design and conduct empirical research • Query and wrangle data using SQL • Profile, clean, and analyze data using R • Apply appropriate statistical and ML models to a range of people analytics use cases • Package and present analyses to communicate impactful insights to stakeholders This is an open access book. This comprehensive volume combines relevant people analytics examples, comprehensive treatment of statistical and analytical considerations and approaches, and useful sample code into a readable and relevant package. This is an essential guide for those in the People Analytics space looking to build their analytical capabilities. - Alexis Fink, PhD, VP of People Analytics & Workforce Strategy @ Meta.

Statistics. --- Quantitative research. --- Psychology, Industrial. --- Data Analysis and Big Data. --- Work and Organizational Psychology.

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weather forecasting --- climatology --- agricultural and forest meteorology --- biometeorology --- data analysis --- remote sensing --- Meteorology --- Meteorology. --- Aerology --- Atmospheric science

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"The project that inspires this volume is the production and analysis of certain and stabilized data on the university system, in an interpretative framework presented by teachers and researchers who have long been engaged in studies and research on reformism and innovation processes in universities. The collected essays offer a mapping of the University and its various aspects: from system governance to the training programs and funding, from postgraduate training to internationalization, from the evaluation of scientific research to ""Abilitazione Scientifica Nazionale"" and the Third Mission."

Society & social sciences --- Education --- Universities --- Higher education --- Data analysis. --- College students --- Postsecondary education --- Universities and colleges --- Education, Higher

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This book explores the big data evolution by interrogating the notion that big data is a disruptive innovation that appears to be challenging existing epistemologies in the humanities and social sciences. Exploring various (controversial) facets of big data such as ethics, data power, and data justice, the book attempts to clarify the trajectory of the epistemology of (big) data-driven science in the humanities and social sciences.

Sociology & anthropology --- big data --- data storage --- statistical analysis --- digital revolution --- social sciences --- data generation --- data acquisition --- data analysis --- data science