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Causal Inference
The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic data as well as software for replicating the analyses, the text provides a thorough introduction to the basics of the theory for non-time-varying treatments and the generalization to complex longitudinal data.
Causality
A state of the art volume on statistical causality Causality: Statistical Perspectives and Applications presents a wide-ranging collection of seminal contributions by renowned experts in the field, providing a thorough treatment of all aspects of statistical causality. It covers the various formalisms in current use, methods for applying them to specific problems, and the special requirements of a range of examples from medicine, biology and economics to political science. This book: Provides a clear account and comparison of formal languages, concepts and models for statistical causality. Addresses examples from medicine, biology, economics and political science to aid the reader's understanding. Is authored by leading experts in their field. Is written in an accessible style. Postgraduates, professional statisticians and researchers in academia and industry will benefit from this book.
Targeted Learning
The statistics profession is at a unique point in history. The need for valid statistical tools is greater than ever; data sets are massive, often measuring hundreds of thousands of measurements for a single subject. The field is ready to move towards clear objective benchmarks under which tools can be evaluated. Targeted learning allows (1) the full generalization and utilization of cross-validation as an estimator selection tool so that the subjective choices made by humans are now made by the machine, and (2) targeting the fitting of the probability distribution of the data toward the target parameter representing the scientific question of interest. This book is aimed at both statisticia...
The Uneasy Silence
The Australian Government is facing a national embarrassment when two ASIS (Australian Secret Intelligence Service) agents have gone missing on the Mornington Peninsula along with top secret files, mobile telephones, and their laptops. The director of ASIS decides to sidestep accountability by using the National Missing Persons (NMPCC) arm of the AFP (Australian Federal Police), and tasks the team of operation Reveles to work covertly to ensure that this matter never leaks out to the local population in the town of Sorrento nor become a feeding frenzy for the Australian Media. AFP Lead Detective Emir ‘Eddy’ Muravic under the supervision of his boss AFP Inspector Phil Morris soon discovers that the chic town of Sorrento is not just full of party goers, holiday makers, sea, and tree changers and ‘A Listers’ but an underbelly which could threaten his own family, and childhood visions of the Mornington Peninsula.
Searching for Life
FROM THE BOOK:"I want to touch you and kiss you.""You are my mother's sister and only one year older; you must have something of my mother in you."—A found child after being returned to her family Searching for Life traces the courageous plight of the Grandmothers of the Plaza de Mayo, a group of women who challenged the ruthless dictatorship that ruled Argentina from 1976 to 1983. Acting as both detectives and human rights advocates in an effort to find and recover their grandchildren, the Grandmothers identified fifty-seven of an estimated 500 children who had been kidnapped or born in detention centers. The Grandmothers' work also led to the creation of the National Genetic Data Bank, t...
A Dictionary of Epidemiology
This edition is the most updated since its inception, is the essential text for students and professionals working in and around epidemiology or using its methods. It covers subject areas - genetics, clinical epidemiology, public health practice/policy, preventive medicine, health promotion, social sciences and methods for clinical research.
The Routledge Companion to Philosophy of Medicine
The Routledge Companion to Philosophy of Medicine is a comprehensive guide to topics in the fields of epistemology and metaphysics of medicine. It examines traditional topics such as the concept of disease, causality in medicine, the epistemology of the randomized controlled trial, the biopsychosocial model, explanation, clinical judgment and phenomenology of medicine and emerging topics, such as philosophy of epidemiology, measuring harms, the concept of disability, nursing perspectives, race and gender, the metaphysics of Chinese medicine, and narrative medicine. Each of the 48 chapters is written especially for this volume and with a student audience in mind. For pedagogy and clarity, each chapter contains an extended example illustrating the ideas discussed. This text is intended for use as a reference for students in courses in philosophy of medicine and philosophy of science, and pairs well with The Routledge Companion to Bioethics for use in medical humanities and social science courses.
Fundamentals of Causal Inference
"Overall, this textbook is a perfect guide for interested researchers and students who wish to understand the rationale and methods of causal inference. Each chapter provides an R implementation of the introduced causal concepts and models and concludes with appropriate exercises."-An-Shun Tai & Sheng-Hsuan Lin, in Biometrics One of the primary motivations for clinical trials and observational studies of humans is to infer cause and effect. Disentangling causation from confounding is of utmost importance. Fundamentals of Causal Inference explains and relates different methods of confounding adjustment in terms of potential outcomes and graphical models, including standardization, difference-...
The Tides of Change Beyond the Mind, Body and Soul
After falling in love with a friend, to only feel discarded, due to the nonfulfillment of his romantic optimism or outlooks to succeed, Cortez DeAndreàs Santiago is mentally in a better place. He also hopes to reconnect with his extended family in Puerto Rico. His final wish is to cultivate good friendships, but his attempts in that arena lead mostly to frustration, heartache, and eventually a cyberstalker who won’t take no for an answer. The Tides of Change—Beyond the Mind, Body and Soul: The Reawakening of Cortez DeAndreàs Santiago – Volume 3 takes up the thread of the earlier story starring Cortez, and addresses some unresolved questions related to his family and friends. The late...
