The Quantamental Revolution: Factor Investing in the Age of Machine Learning

The Quantamental Revolution: Factor Investing in the Age of Machine Learning book cover

The Quantamental Revolution: Factor Investing in the Age of Machine Learning

Author(s): Milind Sharma (Author)

  • Publisher: Wiley
  • Publication Date: October 2, 2025
  • Language: English
  • Print length: 437 pages
  • ISBN-10: 3032015804
  • ISBN-13: 9783032015808

Book Description

Behavioral Neurobiology of Alcohol Addiction explores the forefront of addiction research, integrating fundamental neurobiological mechanisms with translational insights into human phenotypes. Alcohol addiction remains a major public health concern with extensive medical and societal implications. Understanding its intricate interplay between neurobiology, behavior, and treatment is essential for developing effective interventions.

This edition is structured into two volumes: Basic Mechanisms and Animal Studies and Translational Studies and Human Phenotypes. The first volume examines addiction conceptualization, stress and reward systems, and chronic pain. It further explores the cellular, synaptic, and circuit-level consequences of alcohol, incorporating computational and neuroimaging approaches. It also addresses the replication crisis in preclinical research and proposes guidelines to mitigate its impact.

The second volume shifts the focus to human studies, covering human laboratory approaches, ecological momentary assessment, molecular imaging, and the challenges of bridging preclinical and clinical research. The book also highlights emerging treatments, including psychological interventions, neuromodulation techniques, and the role of the gut-brain axis.

Alcohol use fundamentally alters mood states via brain mechanisms—an insight widely acknowledged by experts and laypeople alike. However, debates surrounding the brain disease model of addiction have intensified in recent years. This collection of articles contributes to this ongoing discussion by reinforcing the importance of a neurobiological perspective in addiction science and demonstrating how advances in neuroscience translate into more effective therapeutic approaches.

Written by leading experts in the field, both volumes provide a comprehensive yet accessible resource for addiction researchers, neuroscientists, clinicians, and students. The book aims to deepen the understanding of alcohol addiction and inspire new directions in research and treatment.

Editorial Reviews

From the Back Cover

Behavioral Neurobiology of Alcohol Addiction explores the forefront of addiction research, integrating fundamental neurobiological mechanisms with translational insights into human phenotypes. Alcohol addiction remains a major public health concern with extensive medical and societal implications. Understanding its intricate interplay between neurobiology, behavior, and treatment is essential for developing effective interventions.

This edition is structured into two volumes: Basic Mechanisms and Animal Studies and Translational Studies and Human Phenotypes. The first volume examines addiction conceptualization, stress and reward systems, and chronic pain. It further explores the cellular, synaptic, and circuit-level consequences of alcohol, incorporating computational and neuroimaging approaches. It also addresses the replication crisis in preclinical research and proposes guidelines to mitigate its impact.

The second volume shifts the focus to human studies, covering human laboratory approaches, ecological momentary assessment, molecular imaging, and the challenges of bridging preclinical and clinical research. The book also highlights emerging treatments, including psychological interventions, neuromodulation techniques, and the role of the gut-brain axis.

Alcohol use fundamentally alters mood states via brain mechanisms—an insight widely acknowledged by experts and laypeople alike. However, debates surrounding the brain disease model of addiction have intensified in recent years. This collection of articles contributes to this ongoing discussion by reinforcing the importance of a neurobiological perspective in addiction science and demonstrating how advances in neuroscience translate into more effective therapeutic approaches.

Written by leading experts in the field, both volumes provide a comprehensive yet accessible resource for addiction researchers, neuroscientists, clinicians, and students. The book aims to deepen the understanding of alcohol addiction and inspire new directions in research and treatment.

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