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Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs)

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The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. “Big data,” “data science,” and “machine learning” have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going?

This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories – Bayesian, frequentist, Fisherian – individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.
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Asymmetric Warfare in South Asia: The Causes and Consequences of the Kargil Conflict
Asymmetric Warfare in South Asia: The Causes and Consequences of the Kargil Conflict

The 1999 conflict between India and Pakistan near the town of Kargil in contested Kashmir was the first military clash between two nuclear-armed powers since the 1969 Sino-Soviet war. Kargil was a landmark event not because of its duration or casualties, but because it contained a very real risk of nuclear escalation. Until the Kargil...

Deploying and Managing IP over WDM Networks
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The integration of the Internet with optical networks and management of heterogeneous
and hybrid networks has been always a challenge for network and
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proposed and investigated in the research literature and in the commercial
world. The purpose of this
...
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Sign Languages in Contact (Sociolinguistics in Deaf Communities Series, Vol. 13)

The 13th Volume in the Sociolinguistics in Deaf Communities Series This volume collects for the first time various accounts of contact between sign languages throughout the world, presenting an exciting opportunity to further understand the structural and social factors of this linguistic component in Deaf communities. Editor...


AIX Reference for Sun Solaris Administrators (IBM Redbooks)
AIX Reference for Sun Solaris Administrators (IBM Redbooks)
In today’s heterogeneous computer environments, especially in UNIX servers
and workstations, it is essential that the system administrator have basic
knowledge of different operating systems. This redbook is written for Sun Solaris
administrators who wants to transfer their knowledge of Solaris UNIX skills to the
AIX 5L
...
Swarming Landscapes: The Art of Designing For Climate Adaptation (Advances in Global Change Research)
Swarming Landscapes: The Art of Designing For Climate Adaptation (Advances in Global Change Research)

This book advocates a fresh approach to planning that anticipates, rather than reacts to, the changes in climate currently in process. Today’s spatial planning procedures rely on historical evidence instead of preparing for factors that by definition lie in the future, yet which are relatively uncontroversial: shortages of water, sea...

Cognitive Communication and Cooperative HetNet Coexistence: Selected Advances on Spectrum Sensing, Learning, and Security Approaches (Signals and Communication Technology)
Cognitive Communication and Cooperative HetNet Coexistence: Selected Advances on Spectrum Sensing, Learning, and Security Approaches (Signals and Communication Technology)

This book, written by experts from universities and major industrial research laboratories, is devoted to the very hot topic of cognitive radio and networking for cooperative coexistence of heterogeneous wireless networks. Selected highly relevant advanced research is presented on spectrum sensing and progress toward the realization of...

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