• Thorough discussion of both BNP and its interplay with causal inference and missing data • How to use BNP and g-computation for causal inference and nonignorable missingness • How to derive and calibrate sensitivity parameters to assess sensitivity to deviations from uncheckable causal and/or missingness assumptions • Detailed case studies illustrating the application of BNP methods to causal inference and missing data • R-code and/or packages to implement BNP in causal inference and missing data problems

Biostatistics for the Biological and Health Sciences brings statistical theories and methods to life with real applications, emphasis on real data, and a friendly writing style. It suits a variety of students in their first statistics course and uses minimal algebra. Abundant examples and emphasis on real data help you develop skills in critical thinking, technology and communication. This collaboration from 2 biological sciences experts and the author of the #1 statistics book is an excellent introduction that is also highly readable, understandable and relevant. The 3rd Edition incorporates the latest methods used by professional statisticians. It offers a wealth of new data sets, examples, and exercises (such as those involving clinical trials, COVID-19, biometrics, and anthropometrics) and includes features that address all recommendations included in the Guidelines for Assessment and Instruction in Statistics Education (GAISE) as recommended by the American Statistical Association.

"He relearned to do the things that many of us take for granted, including eating, dressing, and walking. Jason struggled to retake control of his life and fought against a system that is not friendly for those with disabilities. It is with tenacity for life, justice, his family, and his belief in a higher power that kept his will to fight when many others may have quit. We are extremely proud of Jason " -Dr. Jeffrey Berliner, DO, TIRR Memorial Hermann

Sometimes you have to lose the life of your dreams to live your God-ordained destiny. What do you do when you've lost everything? How do you rebuild your life when you've lost the desire to live? These questions are at the core of From Zero to a Hundred, a story of hope and inspiration.

In From Zero to a Hundred, Jason Roy, a medically retired police officer turned inspirational speaker, details how he survived two near-death experiences and pushed through the pain to discover his purpose. Through life-altering spinal cord injuries, paralysis, bouts with depression, and suicidal thoughts, Jason fought to remain steadfast in his faith in God, accept his new reality, and live his God-ordained destiny.

He acknowledges that fear and doubt are normal responses to tragedy, but encourages us to step out on faith and be willing to lose everything to ultimately live the life of our dreams.

Public opinion polls have become increasingly prominent during elections, but how they affect voting behaviour remains uncertain. In this work, we estimate the effects of poll exposure using an experimental design in which we randomly assign the availability of polls to participants in simulated election campaigns. We draw upon results from ten independent experiments conducted across six countries on four continents (Argentina, Australia, Canada, New Zealand, the United Kingdom, and the United States) to examine how polls affect the amount of information individuals seek and the votes that they cast. We further assess how poll effects differ according to individual-level factors, such as partisanship and political sophistication, and the content included in polls and how it is presented. Our work provides a comprehensive assessment of the power of polls and the implications for poll reporting in contemporary elections.

Do negative campaigns win elections? Do voters abandon candidates accused of scandalous behaviour? Do government apologies affect prospects for re-election? While many people assume the answer to each of these questions is yes, there is limited empirical evidence to support these assumptions. In this book, Jason Roy and Christopher Alcantara use a series of experiments to test these and other commonly held beliefs. Each chapter draws upon contemporary events and literature to frame the issues and strategies. The findings suggest that not all of the assumptions that people have about the best strategies for winning and keeping political power hold up to empirical scrutiny. In fact, some work in ways that many readers may find surprising. Original and innovative in its use of experimental methods, Winning and Keeping Power in Canadian Politics is a persuasive analysis of some of our most prominent and long-standing political myths. It will be a "go to" resource for journalists, strategists, scholars, and general readers alike.

"He relearned to do the things that many of us take for granted, including eating, dressing, and walking. Jason struggled to retake control of his life and fought against a system that is not friendly for those with disabilities. It is with tenacity for life, justice, his family, and his belief in a higher power that kept his will to fight when many others may have quit. We are extremely proud of Jason " -Dr. Jeffrey Berliner, DO, TIRR Memorial Hermann

Sometimes you have to lose the life of your dreams to live your God-ordained destiny. What do you do when you've lost everything? How do you rebuild your life when you've lost the desire to live? These questions are at the core of From Zero to a Hundred, a story of hope and inspiration.

In From Zero to a Hundred, Jason Roy, a medically retired police officer turned inspirational speaker, details how he survived two near-death experiences and pushed through the pain to discover his purpose. Through life-altering spinal cord injuries, paralysis, bouts with depression, and suicidal thoughts, Jason fought to remain steadfast in his faith in God, accept his new reality, and live his God-ordained destiny.

He acknowledges that fear and doubt are normal responses to tragedy, but encourages us to step out on faith and be willing to lose everything to ultimately live the life of our dreams.

Do negative campaigns win elections? Do voters abandon candidates accused of scandalous behaviour? Do government apologies affect prospects for re-election? While many people assume the answer to each of these questions is yes, there is limited empirical evidence to support these assumptions. In this book, Jason Roy and Christopher Alcantara use a series of experiments to test these and other commonly held beliefs. Each chapter draws upon contemporary events and literature to frame the issues and strategies. The findings suggest that not all of the assumptions that people have about the best strategies for winning and keeping political power hold up to empirical scrutiny. In fact, some work in ways that many readers may find surprising. Original and innovative in its use of experimental methods, Winning and Keeping Power in Canadian Politics is a persuasive analysis of some of our most prominent and long-standing political myths. It will be a "go to" resource for journalists, strategists, scholars, and general readers alike.

Television, Social Media, and Fan Culture examines how fans use social media to engage with television programming, characters, and narrative as well as how television uses social media to engage fan cultures. The contributors review the history and impact of social media and television programming; analyze specific programs and the impact of related social media interactions; and scrutinize the past fan culture to anticipate how social media programming will develop in the future. The contributors explore a diverse array of television personalities, shows, media outlets, and fan activities in their analysis, including: Jon Stewart, Stephen Colbert, and Paula Deen; Community, Game of Thrones, Duck Dynasty, Toddlers and Tiaras, Talking Dead, Breaking Bad, Firefly, Buffy the Vampire Slayer, Army Wives, The Newsroom, Doctor Who, Twin Peaks, and The Man from U.N.C.L.E.; as well as ESPN's TrueHoop Network and Yahoo's Ball Don't Lie; and cosplay.

Television, Social Media, and Fan Culture examines how fans use social media to engage with television programming, characters, and narrative as well as how television uses social media to engage fan cultures. The contributors review the history and impact of social media and television programming; analyze specific programs and the impact of related social media interactions; and scrutinize the past fan culture to anticipate how social media programming will develop in the future. The contributors explore a diverse array of television personalities, shows, media outlets, and fan activities in their analysis, including: Jon Stewart, Stephen Colbert, and Paula Deen; Community, Game of Thrones, Duck Dynasty, Toddlers and Tiaras, Talking Dead, Breaking Bad, Firefly, Buffy the Vampire Slayer, Army Wives, The Newsroom, Doctor Who, Twin Peaks, and The Man from U.N.C.L.E.; as well as ESPN's TrueHoop Network and Yahoo's Ball Don't Lie; and cosplay.