Principles of Statistics


M.G. Bulmer - 1979
    There are equally many advanced textbooks which delve into the far reaches of statistical theory, while bypassing practical applications. But between these two approaches is an unfilled gap, in which theory and practice merge at an intermediate level. Professor M. G. Bulmer's Principles of Statistics, originally published in 1965, was created to fill that need. The new, corrected Dover edition of Principles of Statistics makes this invaluable mid-level text available once again for the classroom or for self-study.Principles of Statistics was created primarily for the student of natural sciences, the social scientist, the undergraduate mathematics student, or anyone familiar with the basics of mathematical language. It assumes no previous knowledge of statistics or probability; nor is extensive mathematical knowledge necessary beyond a familiarity with the fundamentals of differential and integral calculus. (The calculus is used primarily for ease of notation; skill in the techniques of integration is not necessary in order to understand the text.)Professor Bulmer devotes the first chapters to a concise, admirably clear description of basic terminology and fundamental statistical theory: abstract concepts of probability and their applications in dice games, Mendelian heredity, etc.; definitions and examples of discrete and continuous random variables; multivariate distributions and the descriptive tools used to delineate them; expected values; etc. The book then moves quickly to more advanced levels, as Professor Bulmer describes important distributions (binomial, Poisson, exponential, normal, etc.), tests of significance, statistical inference, point estimation, regression, and correlation. Dozens of exercises and problems appear at the end of various chapters, with answers provided at the back of the book. Also included are a number of statistical tables and selected references.

Bayesian Data Analysis


Andrew Gelman - 1995
    Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collectionBayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.

Preventing the Next Pandemic: Vaccine Diplomacy in a Time of Anti-Science


Peter J. Hotez - 2021
    From such twenty-first-century forces, we have seen declines in previous global health gains, with sharp increases in vaccine-preventable and neglected diseases on the Arabian Peninsula, in Venezuela, in parts of Africa, and even on the Gulf Coast of the United States. In Preventing the Next Pandemic, international vaccine scientist and tropical disease and coronavirus expert Peter J. Hotez, MD, PhD, argues that we can--and must--rely on vaccine diplomacy to address this new world order in disease and global health. Detailing his years in the lab developing new vaccines, Hotez also recounts his travels around the world to shape vaccine partnerships with people in countries both rich and poor in an attempt to head off major health problems. Building on the legacy of Dr. Albert Sabin, who developed the oral polio vaccine with Soviet scientists at the height of the Cold War, he explains how he is still working to refresh and redirect vaccine diplomacy toward neglected and newly emerging diseases.Hotez reveals how--during his Obama-era tenure as the US Science Envoy for the Middle East and North Africa, which coincided with both the rise in these geopolitical forces and climate change--he witnessed tropical infectious diseases and established vaccine partnerships that may still combat them up close. He explores why, since 2015, we've seen the decline of global cooperation and cohesion, to the detriment of those programs that are meant to benefit the most vulnerable people in the world. Unfortunately, Hotez asserts, these negative global events kick off a never-ending loop. Problems in a country may lead to disease outbreaks, but those outbreaks can lead to further problems--such as the impact of coronavirus on China's society and economy, which has been felt around the globe. Zeroing in on the sociopolitical and environmental factors that drive our most controversial and pressing global health concerns, Hotez proposes historically proven methods to soothe fraught international relations while preparing us for a safer, healthier future. He hammers home the importance of public engagement to communicate the urgency of embracing science during troubled times.Touching on a range of disease, from leishmaniasis, schistosomiasis, and Middle East Respiratory Syndrome (MERS) to COVID-19, Preventing the Next Pandemic has always been a timely goal, but it will be even more important in a COVID and post-COVID world.

The Demon Under the Microscope: From Battlefield Hospitals to Nazi Labs, One Doctor's Heroic Search for the World's First Miracle Drug


Thomas Hager - 2006
    The Allies won the war with it. It conquered diseases, changed laws, and single-handedly launched the era of antibiotics. This incredible discovery was sulfa, the first antibiotic. In The Demon Under the Microscope, Thomas Hager chronicles the dramatic history of the drug that shaped modern medicine.Sulfa saved millions of lives—among them those of Winston Churchill and Franklin Delano Roosevelt Jr.—but its real effects are even more far reaching. Sulfa changed the way new drugs were developed, approved, and sold; transformed the way doctors treated patients; and ushered in the era of modern medicine. The very concept that chemicals created in a lab could cure disease revolutionized medicine, taking it from the treatment of symptoms and discomfort to the eradication of the root cause of illness. A strange and colorful story, The Demon Under the Microscope illuminates the vivid characters, corporate strategy, individual idealism, careful planning, lucky breaks, cynicism, heroism, greed, hard work, and the central (though mistaken) idea that brought sulfa to the world. This is a fascinating scientific tale with all the excitement and intrigue of a great suspense novel. For thousands of years, humans had sought medicines with which they could defeat contagion, and they had slowly, painstakingly, won a few battles: some vaccines to ward off disease, a handful of antitoxins. A drug or two was available that could stop parasitic diseases once they hit, tropical maladies like malaria and sleeping sickness. But the great killers of Europe, North America, and most of Asia—pneumonia, plague, tuberculosis, diphtheria, cholera, meningitis—were caused not by parasites but by bacteria, much smaller, far different microorganisms. By 1931, nothing on earth could stop a bacterial infection once it started. . . .But all that was about to change. . . . —from The Demon Under the Microscope

The Official History of Britain: Our Story in Numbers as Told by the Office For National Statistics


Boris Starling - 2020
    

Biography of a Germ


Arno Karlen - 2000
    In existence for some hundred million years, it was discovered only recently. Exploring its evolution, its daily existence, and its journey from ticks to mice to deer to humans, Karlen lucidly examines the life and world of this recently prominent germ. He also describes how it attacks the human body, and how by changing the environment, people are now much more likely to come into contact with it. Charming and thorough and smart, this book is a wonderfully written biography of your not so typical biographical subject.

Doctored: The Disillusionment of an American Physician


Sandeep Jauhar - 2014
    Now the director of the Heart Failure Program at a Long Island hospital, Jauhar uses his own story as a scalpel to lay open the American health-care system.The patient is ill indeed. A perverse system forces doctors to prescribe unnecessary tests and participate in an elaborate system of cronyism just to cover costs and protect themselves from malpractice suits. Jauhar reports cases where a single patient might see fifteen specialists in one hospital stay, fail to receive a full picture of his actual condition, and leave with a bill for hundreds of thousands of dollars. Jauhar himself wrestles with his conscience as, struggling to make ends meet, he moonlights for a practitioner who charges exorbitant fees for tests of questionable value.Doctored is a cry for reform; a fascinating look at what really goes on in examining rooms, ORs, and your own doctor’s mind; and, most of all, a deeply personal and unsparing act of introspection by a physician who wants to return meaning and moral grounding to a noble profession that has lost its way. It is certain to kick off controversy and heated debate at a time when the dysfunctionalities of our health-care system remain at the top of the nation’s agenda.

How to Read Numbers: A Guide to Stats in the News (and Knowing When to Trust Them)


Tom Chivers - 2021
    Sometimes it’ll be obvious – ‘X people develop cancer every year’ – and sometimes less obvious – ‘How smartphones destroyed a generation’. Statistics are an immensely powerful tool for understanding the world; the best tool we have. But in the wrong hands, they can be dangerous.This book will help you spot common mistakes and tricks that can mislead you into thinking that small numbers are big, or unimportant changes are important. It will show you how the numbers you read are made – you’ll learn about how surveys with small or biased samples can generate wrong answers, and why ice cream doesn’t cause drownings.We are surrounded by numbers and data, and it has never been more important to separate the good from the bad, the true from the false. HOW TO READ NUMBERS is a vital guide that will help you understand when and how to trust the numbers in the news – and, just as importantly, when not to.

Animal Viruses and Humans, a Narrow Divide: How Lethal Zoonotic Viruses Spill Over and Threaten Us


Warren A. Andiman - 2018
    Warren Andiman, an HIV/AIDS researcher who has been on the front lines battling infectious diseases for over forty years. In Animal Viruses and Humans: A Narrow Divide, Andiman traces the history of eight zoonotic viruses —deadly microbes that have made the leap directly from animals to human populations: Middle East Respiratory Syndrome (MERS), Swine influenza, Hantavirus, Monkeypox, Severe Acute Respiratory Syndrome (SARS), Rabies, Ebola, and Henipaviruses (Nipah and Hendra). He also illustrates the labor intensive and fascinating detective work that infectious disease specialists must do to uncover the source of an outbreak.Andiman also looks to the future, envisioning the effects on zoonoses (diseases caused by zoonotic viruses) of climate change, microenvironmental damage, population shifts, and globalization. He reveals the steps that we can, and must, take to stem the spread of animal viruses, explaining, “The zoonoses I've chosen to write about . . . are meant to describe only a small sample of what is already out there but, more menacingly, what is inevitably on its way, in forms we can only imagine.” Warren Andiman, MD is professor emeritus of pediatrics and epidemiology at the Yale Schools of Medicine and Public Health.

Bitten: The Secret History of Lyme Disease and Biological Weapons


Kris Newby - 2019
    That one bite changed her life forever, pulling her into the abyss of a devastating illness that took ten doctors to diagnose and years to recover: Newby had become one of the 300,000 Americans who are afflicted with Lyme disease each year.As a science writer, she was driven to understand why this disease is so misunderstood, and its patients so mistreated. This quest led her to Willy Burgdorfer, the Lyme microbe's discoverer, who revealed that he had developed bug-borne bioweapons during the Cold War, and believed that the Lyme epidemic was started by a military experiment gone wrong.In a superb, meticulous work of narrative journalism, Bitten takes readers on a journey to investigate these claims, from biological weapons facilities to interviews with biosecurity experts and microbiologists doing cutting-edge research, all the while uncovering darker truths about Willy. It also leads her to uncomfortable questions about why Lyme can be so difficult to both diagnose and treat, and why the government is so reluctant to classify chronic Lyme as a disease.A gripping, infectious page-turner, Bitten will shed a terrifying new light on an epidemic that is exacting an incalculable toll on us, upending much of what we believe we know about it.

Apollo's Arrow: The Profound and Enduring Impact of Coronavirus on the Way We Live


Nicholas A. Christakis - 2020
    Drawing on momentous (yet dimly remembered) historical epidemics, contemporary analyses, and cutting-edge research from a range of scientific disciplines, bestselling author, physician, sociologist, and public health expert Nicholas A. Christakis explores what it means to live in a time of plague—an experience that is paradoxically uncommon to the vast majority of humans who are alive, yet deeply fundamental to our species.Unleashing new divisions in our society as well as opportunities for cooperation, this 21st-century pandemic has upended our lives in ways that will test, but not vanquish, our already frayed collective culture. Featuring new, provocative arguments and vivid examples ranging across medicine, history, sociology, epidemiology, data science, and genetics, Apollo's Arrow envisions what happens when the great force of a deadly germ meets the enduring reality of our evolved social nature.

Battle Hymn: Revelations of the Sinister Plan for a New World Order


John Scura - 2011
    A dark plan, put into place centuries ago, has come to fruition. Consider Battle Hymn your wake-up call...Painstakingly researched through hundreds of sources and interviews, Battle Hymn rips the cover off the invisible government that controls our leaders and soon, our very lives. Composed of just a few hundred powerful but unelected people, this elite cadre seeks to create a one-world government to complete its already advanced globalist plans to end the sovereignity of all nations--including the United States. Its ultimate goal is complete control through a New-World Order where a socialist dictatorship ensures that every citizen is tagged, mollified and productive.

Vitamania: Our Obsessive Quest For Nutritional Perfection


Catherine Price - 2015
    What's more, what we think we know is harming both our personal nutrition and our national health. By focusing on vitamins at the expense of everything else, we've become blind to the bigger picture: despite our belief that vitamins are an absolute good--and the more of them, the better--vitamins are actually small and surprisingly mysterious pieces of a much larger nutritional puzzle. In Vitamania, award-winning journalist Catherine Price offers a lucid and lively journey through our cherished yet misguided beliefs about vitamins and reveals a straightforward, blessedly anxiety-free path to enjoyable eating and good health.

In Pain: A Bioethicist's Personal Struggle with Opioids


Travis Rieder - 2019
    Enduring half a dozen surgeries, the drugs he received were both miraculous and essential to his recovery. But his most profound suffering came several months later when he went into acute opioid withdrawal while following his physician’s orders. Over the course of four excruciating weeks, Rieder learned what it means to be “dope sick”—the physical and mental agony caused by opioid dependence. Clueless how to manage his opioid taper, Travis’s doctors suggested he go back on the drugs and try again later. Yet returning to pills out of fear of withdrawal is one route to full-blown addiction. Instead, Rieder continued the painful process of weaning himself.Rieder’s experience exposes a dark secret of American pain management: a healthcare system so conflicted about opioids, and so inept at managing them, that the crisis currently facing us is both unsurprising and inevitable. As he recounts his story, Rieder provides a fascinating look at the history of these drugs first invented in the 1800s, changing attitudes about pain management over the following decades, and the implementation of the pain scale at the beginning of the twenty-first century. He explores both the science of addiction and the systemic and cultural barriers we must overcome if we are to address the problem effectively in the contemporary American healthcare system.In Pain in America is not only a gripping personal account of dependence, but a groundbreaking exploration of the intractable causes of America’s opioid problem and their implications for resolving the crisis. Rieder makes clear that the opioid crisis exists against a backdrop of real, debilitating pain—and that anyone can fall victim to this epidemic.

Habits of a Happy Brain: Retrain Your Brain to Boost Your Serotonin, Dopamine, Oxytocin, Endorphin Levels


Loretta Graziano Breuning - 2015
    Each page offers simple activities that help you understand the roles of your “happy chemicals”—serotonin, dopamine, oxytocin, and endorphin. You’ll also learn how to build new habits by rerouting the electricity in your brain to flow down a new pathway, making it even easier to trigger these happy chemicals and increase feelings of satisfaction when you need them most. Filled with dozens of exercises that will help you reprogram your brain, Habits of a Happy Brain shows you how to live a happier, healthier life!