An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most...

There have been tremendous recent advances in the pharmacotherapy, dose regimens, and combinations used to treat cancer and for the treatment or prevention of the spread of disease. As a direct result of these advances, there are an increasing number of cancer survivors, although research dealing with chemotherapy-induced pain is still in its...

Nanoscale Applications for Information and Energy Systems presents nanotechnology fundamentals and applications in the  key research areas of information technology (electronics and photonics) and alternative (solar) energy: plasmonics, photovoltaics, transparent conducting electrodes, silicon electroplating, and resistive...

Presenting a state-of-the-art overview of theoretical and computational models that link characteristic biomechanical phenomena, this book provides guidelines and examples for creating multiscale models in representative systems and organisms. It develops the reader's understanding of and intuition for multiscale phenomena in biomechanics...

Remote sensing stands as the defining technology in our ability to monitor coral reefs, as well as their biophysical properties and associated processes, at regional to global scales. With overwhelming evidence that much of Earth’s reefs are in decline, our need for large-scale, repeatable assessments of reefs has never been so great....

• Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest
• Become an expert in writing the most efficient and highest...

In this Very Short Introduction, Michael Ferber explores Romanticism during the period of its incubation, birth, and growth, covering the years roughly from 1760 to 1860. This is the only introduction to Romanticism that incorporates not only the English but the Continental movements, and not only literature but music, art, religion,...