Interpreting poll data as a prediction of election outcomes is a practice as old as the field, rooted in a fundamental misunderstanding of what poll data means. By first understanding how polls work at a fundamental level, this book gives readers the ability to discern flaws in the current methods. Then, through specific political examples from both the United States and the United Kingdom, it is shown how polls famously derided as "wrong" were, in fact, accurate. While polls are not always accurate, the reasons we can and can’t (rightly) call them "wrong" are explained in this book. This book will equip readers with the tools to navigate the mismatch of expectations. It is not intended to replace more technical applications of statistics but is accessible to anyone interested in learning more about how poll data should be understood, compared to how it’s currently misunderstood.

This update of a lively, first-of-its-kind study of polling misfires and fiascoes in U.S. presidential campaigns takes up pollsters’ failure over the decades to offer accurate assessments of the most important of American elections. Lost in a Gallup tells the story of polling flops and failures in presidential elections since 1936. Polls do go bad, as outcomes in 2020, 2016, 2012, 2004, and 2000 all remind us. This updated edition includes a new chapter and conclusion that address the 2020 polling surprise and considers whether polls will get it right in 2024. As author W. Joseph Campbell discusses, polling misfires in presidential elections are not all alike. Pollsters have anticipated tight elections when landslides have occurred. They have pointed to the wrong winner in closer elections. Misleading state polls have thrown off expected national outcomes. Polling failure also can lead to media error. Journalists covering presidential races invariably take their lead from polls. When polls go bad, media narratives can be off-target as well. Lost in a Gallup encourages readers to treat election polls with healthy skepticism, recognizing that they could be wrong.

“An engaging, beautifully synthesized page-turner” (Slate). The #1 New York Times bestseller and Time #1 Nonfiction Book of the Year: Hillary Rodham Clinton’s most personal memoir yet, about the 2016 presidential election. In this “candid and blackly funny” (The New York Times) memoir, Hillary Rodham Clinton reveals what she was thinking and feeling during one of the most controversial and unpredictable presidential elections in history. She takes us inside the intense personal experience of becoming the first woman nominated for president by a major party in an election marked by rage, sexism, exhilarating highs and infuriating lows, stranger-than-fiction twists, Russian interference, and an opponent who broke all the rules. “At her most emotionally raw” (People), Hillary describes what it was like to run against Donald Trump, the mistakes she made, how she has coped with a shocking and devastating loss, and how she found the strength to pick herself back up afterward. She tells readers what it took to get back on her feet—the rituals, relationships, and reading that got her through, and what the experience has taught her about life. In this “feminist manifesto” (The New York Times), she speaks to the challenges of being a strong woman in the public eye, the criticism over her voice, age, and appearance, and the double standard confronting women in politics. Offering a “bracing... guide to our political arena” (The Washington Post), What Happened lays out how the 2016 election was marked by an unprecedented assault on our democracy by a foreign adversary. By analyzing the evidence and connecting the dots, Hillary shows just how dangerous the forces are that shaped the outcome, and why Americans need to understand them to protect our values and our democracy in the future. The election of 2016 was unprecedented and historic. What Happened is the story of that campaign, now with a new epilogue showing how Hillary grappled with many of her worst fears coming true in the Trump Era, while finding new hope in a surge of civic activism, women running for office, and young people marching in the streets.

CBS News’ Elections and Surveys Director Anthony Salvanto takes you behind the scenes of polling to show you how to think about who we are and where we’re headed as a nation. As Elections and Surveys Director for CBS News, it’s Anthony Salvanto’s job to understand you—what you think and how you vote. He’s the person behind so many of the poll numbers you see today, making the winner calls on election nights and surveying thousands of Americans. In Where Did You Get This Number? A Pollster’s Guide to Making Sense of the World, Salvanto takes readers on a fast-paced, eye-opening tour through the world of polling and elections and what they really show about America today, beyond the who's-up-who’s-down headlines and horse races. Salvanto is just the person to bring much-needed clarity in a time when divisions seem to run so deep. The language of polling may be numbers, but the stories it tells are about people. In this engaging insider’s account, Salvanto demystifies jargon with plain language and answers readers’ biggest questions about polling and pollsters. How can they talk to 1,000 people and know the country? How do they know the winner so fast? How do they decide what questions to ask? Why didn't they call you? Salvanto offers data-driven perspective on how Americans see the biggest issues of our time, from the surprising 2016 election, to the shocks of the financial crisis, the response to terrorism and the backlash against big money. He doesn’t shy away from pointing out what’s worked and what hasn’t. Salvanto takes readers inside the CBS newsroom on Election Night 2016 and makes readers rethink conventional wisdom and punditry just in time for the 2018 midterms. He shows who really decides elections and why you should think about a poll differently from the forecasts popularized by Nate Silver and others. Where Did You Get This Number? is an essential resource for anyone interested in politics—and how to better measure and understand patterns of human behavior. For any American who wants to get a better read on what America is thinking, this book shows you how to make sense of it all.

Throughout the contest for the 2008 Democratic presidential nomination, politicians and voters alike worried that the outcome might depend on the preferences of unelected superdelegates. This concern threw into relief the prevailing notion that—such unusually competitive cases notwithstanding—people, rather than parties, should and do control presidential nominations. But for the past several decades, The Party Decides shows, unelected insiders in both major parties have effectively selected candidates long before citizens reached the ballot box. Tracing the evolution of presidential nominations since the 1790s, this volume demonstrates how party insiders have sought since America’s founding to control nominations as a means of getting what they want from government. Contrary to the common view that the party reforms of the 1970s gave voters more power, the authors contend that the most consequential contests remain the candidates’ fights for prominent endorsements and the support of various interest groups and state party leaders. These invisible primaries produce frontrunners long before most voters start paying attention, profoundly influencing final election outcomes and investing parties with far more nominating power than is generally recognized.

"One of the more momentous books of the decade." —The New York Times Book Review Nate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became a national sensation as a blogger—all by the time he was thirty. He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of the website FiveThirtyEight. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the “prediction paradox”: The more humility we have about our ability to make predictions, the more successful we can be in planning for the future. In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball to global pandemics, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good—or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary—and dangerous—science. Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise. With everything from the health of the global economy to our ability to fight terrorism dependent on the quality of our predictions, Nate Silver’s insights are an essential read.

#1 NEW YORK TIMES BESTSELLER It was never supposed to be this close. And of course she was supposed to win. How Hillary Clinton lost the 2016 election to Donald Trump is the riveting story of a sure thing gone off the rails. For every Comey revelation or hindsight acknowledgment about the electorate, no explanation of defeat can begin with anything other than the core problem of Hillary's campaign--the candidate herself. Through deep access to insiders from the top to the bottom of the campaign, political writers Jonathan Allen and Amie Parnes have reconstructed the key decisions and unseized opportunities, the well-intentioned misfires and the hidden thorns that turned a winnable contest into a devastating loss. Drawing on the authors' deep knowledge of Hillary from their previous book, the acclaimed biography HRC, Shattered offers an object lesson in how Hillary herself made victory an uphill battle, how her difficulty articulating a vision irreparably hobbled her impact with voters, and how the campaign failed to internalize the lessons of populist fury from the hard-fought primary against Bernie Sanders. Moving blow-by-blow from the campaign's difficult birth through the bewildering terror of election night, Shattered tells an unforgettable story with urgent lessons both political and personal, filled with revelations that will change the way readers understand just what happened to America on November 8, 2016.