Foundations of Statistics for Data Scientists: With R and Python is designed as a textbook for a one- or two-term introduction to mathematical statistics for students training to become data scientists. It is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modeling. The book assumes knowledge of basic calculus, so the presentation can focus on "why it works" as well as "how to do it." Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python. The book also introduces modern topics that do not normally appear in mathematical statistics texts but are highly relevant for data scientists, such as Bayesian inference, generalized linear models for non-normal responses (e.g., logistic regression and Poisson loglinear models), and regularized model fitting. The nearly 500 exercises are grouped into "Data Analysis and Applications" and "Methods and Concepts." Appendices introduce R and Python and contain solutions for odd-numbered exercises. The book's website has expanded R, Python, and Matlab appendices and all data sets from the examples and exercises.
Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. Their analysis plays an essential role in gaining insight into structures of the quantities under consideration and in supporting decision making. Combining both theory and applications, this book presents models and methods for the analysis of two- and multidimensional-contingency tables. An excellent reference for advanced undergraduates, graduate students, and practitioners in statistics as well as biosciences, social sciences, education, and economics, the work may also be used as a textbook for a course on categorical data analysis. Prerequisites include basic background on statistical inference and knowledge of statistical software packages.
Winner of a 2018 Catholic Press Association Award: Gender Issues. (Second Place). Award-winning author Maria Morera Johnson follows up her bestselling book, My Badass Book of Saints, with a unique and daring exploration of the cardinal virtues through the saints and heroines of science fiction, fantasy, and comic books. Johnson will reignite your passion for your faith as she demonstrates the heroic in the sometimes mundane quest for good and reminds us that Catholicism is filled with adventure. What do Wonder Woman and St. Katharine Drexel have in common? How about St. Clare of Assisi and Rey, the ingénue from Star Wars: The Force Awakens? All four women sought justice for the abused. With the same zest for her faith and cheeky wit that readers found so compelling in My Badass Book of Saints and a love for the heroic journey that highlights her career, Johnson now focuses on heroines—improbable pairings of saints and characters from sci-fi, comics, and fantasy—who have influenced her life and deepened her understanding of the Church’s cardinal virtues: prudence, temperance, fortitude, and justice. Johnson tells her own story alongside the unlikely pairs to show how the cardinal virtues are at play in our lives as well: Prudence (judgment of right and wrong), which influences Marvel’s Black Widow and St. Mary Magdalene, as well as X-Files agent Dana Scully and St. Teresa Benedicta of the Cross. Fortitude (courage), experienced by Marvel's Storm and St. Cunigunde, as well as Harry Potter's Hermione Granger and St. Marguerite D’Youville. Temperance (restraint of desires), which changes how we understand Katniss Everdeen of the Hunger Games series and St. Mary MacKillop, as well as Nyota Uhura of Star Trek fame and St. Kateri Tekakwitha. With Johnson's enthusiasm as a guide, you’ll be inspired to embrace the virtues anew and find your faith in your favorite stories. Discussion questions focusing on the cardinal virtues, making it a great resource for personal or group study.
No Access Boston is a collection of the hidden places and little-known facts about the hub of New England. These are the secret gems of the city and many are completely off limits to the public. Through these pages explore tucked away establishments, burial sites, secret tunnels, and so much more. All of these spots evoke a secret historical metropolis that is lost in time and harboring deep mysteries! What a fun way to “explore” Boston!
Italian Carmelite Antonio Maria Sicari''s vibrant biographies of saints—from Augustine to Catherine of Siena to Faustina Kowalska—have been read across Europe for decades. In How Saints Die, Sicari turns to the most difficult challenge in the life of a Christian: the hour of death. What he uncovers in this darkest moment, however, is not desolation, but inexplicable joy. "I have recounted the death of many saints," he writes, "but all of them have confirmed for me the truth of this ancient Christian intuition: in the death of a saint, it is death that dies!" With in-depth research and a flair for storytelling, Sicari brings before our eyes the gracious last hours of one hundred men and women—lovers and martyrs, thinkers and workers, ancients and moderns, old men and teens. Included are Kateri Tekakwitha, Maximilian Kolbe, Mother Teresa, Thomas Aquinas, Josephine Bakhita, Jérôme Lejeune, Clare of Assisi, and many more. In each, a new shade of the divine light shines through. Those seeking insight into the mystery of death and suffering will find in this book not only wisdom, but rich and realistic consolation. Divided into brief, readable chapters organized by theme, the collection offers at every bend another fine-grained snapshot of a Christian fully alive.
The Wheel of Time is now an original series on Prime Video, starring Rosamund Pike as Moiraine! Since its debut in 1990, The Wheel of Time® by Robert Jordan has captivated millions of readers around the globe with its scope, originality, and compelling characters. The definitive encyclopedia of the series, the companion sheds light on some of the most intriguing aspects of the world, including biographies and motivations of many characters that never made it into the books, but helped bring Jordan's world to life. Over the course of fifteen books and millions of words, the world that Jordan created grew in depth and complexity. However, only a fraction of what Jordan imagined ended up on the page, the rest going into his personal files. Included in the volume in an A-to-Z format are: An entry for each named character An inclusive dictionary of the Old Tongue New maps of the Last Battle New portraits of many characters Histories and customs of the nations of the world The strength level of many channelers Descriptions of the flora and fauna unique to the world And much more! The Wheel of Time Companion is required reading for The Wheel of Time's millions of fans. The Wheel of Time® New Spring: The Novel #1 The Eye of the World #2 The Great Hunt #3 The Dragon Reborn #4 The Shadow Rising #5 The Fires of Heaven #6 Lord of Chaos #7 A Crown of Swords #8 The Path of Daggers #9 Winter's Heart #10 Crossroads of Twilight #11 Knife of Dreams By Robert Jordan and Brandon Sanderson #12 The Gathering Storm #13 Towers of Midnight #14 A Memory of Light By Robert Jordan and Teresa Patterson The World of Robert Jordan's The Wheel of Time By Robert Jordan and Amy Romanczuk Patterns of the Wheel: Coloring Art Based on Robert Jordan's The Wheel of Time At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.
Your baby sleeps in your bed, and you love it. Except for those nagging worries about safety. ("She's so small, I'm so big!") And what your relatives are saying. ("She'll never leave your bed!") And that little foot that always ends up on your face. Worry no more! Good Nights puts your concerns about the family bed to rest, with fun and easy-to-use guidance on safety, coping with criticism, and even keeping the spark in your marriage (albeit outside the bedroom). With warmth and humor, Dr. Jay Gordon, a nationally recognized pediatrician who has endorsed the family bed for decades, and Maria Goodavage, a former USA Today staff writer with training in sleep research, give you everything you'll need in order to thrive - and at times, simply survive - with the family bed. Good Nights provides a comprehensive look at: - SCIENTIFIC RESEARCH - Science is uncovering a wealth of advantages, including possible protection from SIDS, for babies who share their parents' bed. - SURPRISING BENEFITS - Parents of young babies get much more sleep with the family bed! And little ones who spend time sleeping next to parents end up more independent (you read that right!) and closer to their parents than their cribbed peers. - SAFETY - The authors give simple-to-follow advice on how to make your family bed at least as safe as a crib. - SOUND SLEEP - Yes, it can be had. Good Nights lets you know how to overcome the obstacles. - SEX - Ditto. - SAYING GOOD-BYE - Your child really will leave your bed! Good Nights helps you help your child move on when the time is right. If you're among the record number of parents turning to the family bed, turn to Good Nights. It's a bedside companion you won't want to be without.
Detailed plans for helping elementary students experience deep mathematical learning Do you work tirelessly to make your math lessons meaningful, challenging, accessible, and engaging? Do you spend hours you don’t have searching for, adapting, and creating tasks to provide rich experiences for your students that supplement your mathematics curriculum? Help has arrived! Classroom Ready-Rich Math Tasks for Grades 4-5 details more than 50 research- and standards-aligned, high-cognitive-demand tasks that will have your students doing deep-problem-based learning. These ready-to-implement, engaging tasks connect skills, concepts and practices, while encouraging students to reason, problem-solve, discuss, explore multiple solution pathways, connect multiple representations, and justify their thinking. They help students monitor their own thinking and connect the mathematics they know to new situations. In other words, these tasks allow students to truly do mathematics! Written with a strengths-based lens and an attentiveness to all students, this guide includes: • Complete task-based lessons, referencing mathematics standards and practices, vocabulary, and materials • Downloadable planning tools, student resource pages, and thoughtful questions, and formative assessment prompts • Guidance on preparing, launching, facilitating, and reflecting on each task • Notes on access and equity, focusing on students’ strengths, productive struggle, and distance or alternative learning environments. With concluding guidance on adapting or creating additional rich tasks for your students, this guide will help you give all of your students the deepest, most enriching and engaging mathematics learning experience possible.
When we look back over the 20th century and try to understand what's happened to workers and their families and the challenges they now face, the movement of women out of the home and into paid employment stands out as a unique and powerful transformation. At one level, everything has changed. And yet so much more change is needed. Even though we were all witness to the shift of women becoming equal or primary breadwinners over many years, these changes seem somehow to have snuck up on us. As a result, our policy landscape remains stuck in an idealized past, where the typical family was composed of a married-for-life couple with a full-time breadwinner and full-time homemaker who raised the children herself. This report contemplates what a new America should look like after we finally embrace this important new dynamic in our lives and the changes in our homes and businesses it has caused. It examines every institution, including: Health Care--Health care and child care must be overhauled to accommodate the 24 hour work day. Education--With more women acting as equal or primary breadwinners in the family, it is critical that there are resources to provide better and up to date education for all ages. Business--Research shows that corporations with more women in the board room are more successful than those with all male boards. With that in mind, the report puts forth many recommendations to allow businesses to get the best out of all employees by thinking outside the box of old fashioned models in scheduling, benefits, and role playing. Media--The disconnect between how women are portrayed in the media and reality is as present as ever; although women are now portrayed as thin, well dressed, successful stars in their careers and home lives, the reality is that women still struggle to have it all. The report highlights the many disparities that still exist and calls for specific changes. Faith--Many religious institutions have resisted the integration of women into the higher ranks of spirituality, and many feel that it is to the religious community's detriment. Marriage--the dynamics of marriage have changed as gender roles have become less clear and there is more flexibility in the division of responsibilities. Yet no one is sure what the rules are any more. This section, which includes candid essays from men about fatherhood and masculinity, addresses the tricky balancing act that many couples are engaged in. The report will be the cornerstone of the 2009 Women's Conference held in California October 26-27th of 2009. The Women's Conference is the nation's premier forum for women and is hosted by California First Lady Maria Shriver and Governor Arnold Schwarzenegger. The Conference, also known as The California Governor and First Lady's Conference on Women, has grown from a California initiative for working professionals into an international network of women from all walks of life, backgrounds and perspectives, and a life-changing experience for the thousands of women who have attended. The mission of The Women's Conference is to inspire, empower and educate women to be Architects of Change in their own lives and in the lives of others.
Long associated with the pejorative cliches of the drug-trafficking trade and political violence, contemporary Colombia has been unfairly stigmatized. This study of the Miami music industry and Miami's growing Colombian community asserts that popular music provides an alternative common space for imagining and enacting Colombian identity.
This volume aims to introduce undergraduates, graduates, and general readers to the diversity and richness of Canadian short story writing and to the narrative potential of short fiction in general. Addressing a wide spectrum of forms and themes, the book will familiarise readers with the development and cultural significance of Canadian short fiction from the early 19th century to the present. A strong focus will be on the rich reservoir of short fiction produced in the past four decades and the way in which it has responded to the anxieties and crises of our time. Drawing on current critical debates, each chapter will highlight the interrelations between Canadian short fiction and historical and socio-cultural developments. Case studies will zoom in on specific thematic or aesthetic issues in an exemplary manner. The Routledge Introduction to the Canadian Short Story will provide an accessible and comprehensive overview ideal for students and general readers interested in the multifaceted and thriving medium of the short story in Canada.
In this joyful and charming book, Maria von Trapp (from The Sound of Music) unveils for you the year-round Christian traditions she loved – traditions that created for her large family a warm and inviting Catholic home and will do the same for yours. Here are the songs they sang for feasts and holidays, as well as Maria’s personal recipes for traditional holiday foods. Here are stories and games to delight your children, and countless other ways to turn events such as anniversaries, baptisms, graduations, birthdays, wedding receptions, and even funerals into feasts celebrated in the Lord. Most people only know the young Maria from The Sound of Music; few realize that in subsequent years, as a pious wife and a seasoned Catholic mother, Maria gave herself unreservedly to keeping her family Catholic by observing in her home the many feasts of the Church’s liturgical year, with poems and prayers, food and fun, and so much more! With the help of Maria von Trapp, you, too, can provide Christian structure and vibrancy to your home. Soon your home will be a warm and loving place, an earthly reflection of our eternal home.
Contingency tables arise in diverse fields, including life sciences, education, social and political sciences, notably market research and opinion surveys. Their analysis plays an essential role in gaining insight into structures of the quantities under consideration and in supporting decision making. Combining both theory and applications, this book presents models and methods for the analysis of two- and multidimensional-contingency tables. An excellent reference for advanced undergraduates, graduate students, and practitioners in statistics as well as biosciences, social sciences, education, and economics, the work may also be used as a textbook for a course on categorical data analysis. Prerequisites include basic background on statistical inference and knowledge of statistical software packages.
Winner of a 2018 Catholic Press Association Award: Gender Issues. (Second Place). Award-winning author Maria Morera Johnson follows up her bestselling book, My Badass Book of Saints, with a unique and daring exploration of the cardinal virtues through the saints and heroines of science fiction, fantasy, and comic books. Johnson will reignite your passion for your faith as she demonstrates the heroic in the sometimes mundane quest for good and reminds us that Catholicism is filled with adventure. What do Wonder Woman and St. Katharine Drexel have in common? How about St. Clare of Assisi and Rey, the ingénue from Star Wars: The Force Awakens? All four women sought justice for the abused. With the same zest for her faith and cheeky wit that readers found so compelling in My Badass Book of Saints and a love for the heroic journey that highlights her career, Johnson now focuses on heroines—improbable pairings of saints and characters from sci-fi, comics, and fantasy—who have influenced her life and deepened her understanding of the Church’s cardinal virtues: prudence, temperance, fortitude, and justice. Johnson tells her own story alongside the unlikely pairs to show how the cardinal virtues are at play in our lives as well: Prudence (judgment of right and wrong), which influences Marvel’s Black Widow and St. Mary Magdalene, as well as X-Files agent Dana Scully and St. Teresa Benedicta of the Cross. Fortitude (courage), experienced by Marvel's Storm and St. Cunigunde, as well as Harry Potter's Hermione Granger and St. Marguerite D’Youville. Temperance (restraint of desires), which changes how we understand Katniss Everdeen of the Hunger Games series and St. Mary MacKillop, as well as Nyota Uhura of Star Trek fame and St. Kateri Tekakwitha. With Johnson's enthusiasm as a guide, you’ll be inspired to embrace the virtues anew and find your faith in your favorite stories. Discussion questions focusing on the cardinal virtues, making it a great resource for personal or group study.
Italian Carmelite Antonio Maria Sicari''s vibrant biographies of saints—from Augustine to Catherine of Siena to Faustina Kowalska—have been read across Europe for decades. In How Saints Die, Sicari turns to the most difficult challenge in the life of a Christian: the hour of death. What he uncovers in this darkest moment, however, is not desolation, but inexplicable joy. "I have recounted the death of many saints," he writes, "but all of them have confirmed for me the truth of this ancient Christian intuition: in the death of a saint, it is death that dies!" With in-depth research and a flair for storytelling, Sicari brings before our eyes the gracious last hours of one hundred men and women—lovers and martyrs, thinkers and workers, ancients and moderns, old men and teens. Included are Kateri Tekakwitha, Maximilian Kolbe, Mother Teresa, Thomas Aquinas, Josephine Bakhita, Jérôme Lejeune, Clare of Assisi, and many more. In each, a new shade of the divine light shines through. Those seeking insight into the mystery of death and suffering will find in this book not only wisdom, but rich and realistic consolation. Divided into brief, readable chapters organized by theme, the collection offers at every bend another fine-grained snapshot of a Christian fully alive.
This is the story of my life interwoven with legends and other things that I found relevant. Child brutality, incest and witchcraft counterpoised with healing, beauty and things of the spirit. It will shock you, in part, enrich you, in part. You need not read the lot. Each part (there are 7) is complete
This will help us customize your experience to showcase the most relevant content to your age group
Please select from below
Login
Not registered?
Sign up
Already registered?
Success – Your message will goes here
We'd love to hear from you!
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.