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An accessible, contemporary introduction to the methods for determining cause and effect in the social sciences
'Causation versus correlation has been the basis of arguments--economic and otherwise--since the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I found genuinely thought-provoking. It's rare that a book prompts readers to expand their outlook; this one did for me.'--Marvin Young (Young MC) Causal inference encompasses the tools that allow social scientists to determine what causes what. In a messy world, causal inference is what helps establish the causes and effects of the actions being studied--for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducingAn accessible, contemporary introduction to the methods for determining cause and effect in the social sciences 'Causation versus correlation has been the basis of arguments--economic and otherwise--since the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I
CAUSAL INFERENCE IN STATISTICS A Primer Causality is central to the understanding and use of data. Without an understanding of cause-effect relationships, we cannot use data to answer questions as basic as 'Does this treatment harm or help patients?' But though hundreds of introductory texts are
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a
Scott Cunningham shows the effects that essential oils and extracts have on our inner selves. The current knowledge of the physiological and psychological effects of natural fragrances are combined with the ancient art of magical perfumery. Learn how to use these tools to enhance psychic
'Jonathan Scott is our cheerful tour guide . . . and The Vinyl Frontier is our comprehensive and comprehensible itinerary.' - Los Angeles Times In 1977, a team led by the great Carl Sagan was put together to create a record that would travel to the stars on the back of NASA's Voyager probe. They
Now available with an updated cover, Scott Cunningham's Truth About Witchcraft provides a wonderful introduction to Witchcraft and Wicca for those new to the craft. Exploring the history of folk magic and the contemporary practices of Witchcraft and Wicca, this highly accessible book shares simple
Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world-renowned experts present statistical methods for studying such questions. This book starts with
The book provides an accessible but comprehensive overview of methods for mediation and interaction. There has been considerable and rapid methodological development on mediation and moderation/interaction analysis within the causal-inference literature over the last ten years. Much of this
A (LONG OVERDUE) CAUSAL APPROACH TO INTRODUCTORY EPIDEMIOLOGY Epidemiology is recognized as the science of public health, evidence-based medicine, and comparative effectiveness research. Causal inference is the theoretical foundation underlying all of the above. No introduction to epidemiology is
Recognize and celebrate the magic of life with timeless rites and spells. Create a magical household--a haven of harmony, safety, spirituality, security, and romance. The benefits include a happier existence, protection against thieves, improved health, restful sleep, satisfying spiritual
Cunningham's classic introduction to Wicca is about how to live life magically, spiritually, and wholly attuned with nature. It is a book of sense and common sense, not only about magick, but about religion and one of the most critical issues of today: how to achieve the much needed and wholesome
The perfect gift for music lovers, The Mixtape of My Life is a guided journal that offers prompts and questions to get everyone recalling the pivotal songs that have shaped our lives. No matter which musical generation you belong to, or whether your musical tastes range from doo-wop to Daft Punk,
Natural magic utilizes the world around us for magical purposes. Herbs are one of the most important tools for natural magic, and the best introduction to this system is found in Scott Cunningham's Magical Herbalism. This book presents a complete system of magic using herbs. You will learn the
Selling more than 200,000 copies, Living Wicca has helped countless solitary practitioners blaze their own spiritual paths. Let the wise words of Scott Cunningham guide you toward a new level of practice. Living Wicca takes a philosophical look at the questions, practices, and differences within
There's a reason caviar has a reputation as a love food, but a little vanilla or peppermint can work wonders too You'll savor mushrooms like never before after experiencing their intuitive-raising effects, and a munch of celery will resonate with new meaning as it boosts your sexual desire and
Practice an ancient magic that is both natural and powerful--the elemental Earth magic of crystals, stones, and metals. This comprehensive and clear guidebook by Scott Cunningham has introduced over 200,000 readers to the secrets of over 100 gems and metals. Learn how to find and cleanse stones and
This book puts a cohort of students in a position where they have to make inferences from the information given. It is something that students find incredibly difficult yet it is an important life skill. The book comes with audio files to support poor readers and interactive white board software
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for
From Michael Cunningham, the Pulitzer Prize-winning author of The Hours, comes the acclaimed novel of two boyhood friends A Home at the End of the World, now a feature film starring Colin Farrell and Dallas Roberts Jonathan. There's Jonathan, lonely, introspective, and unsure of himself; and Bobby,
Expanded and revised, this comprehensive guide features magical uses of over 400 herbs and plants from all parts of the world. With over 400,000 copies in print, this reference book is a must for all who perform natural magic. It features illustrations for easy identification of every herb, in
A general formal theory of causal reasoning as a logical study of causal models, reasoning, and inference. In this book, Alexander Bochman presents a general formal theory of causal reasoning as a logical study of causal models, reasoning, and inference, basing it on a supposition that causal
Since the death of his twin brother, Oliver's caught between pleasing his fans and finding himself. Emery finds him first.Emery has never felt more alone. Raising her daughter is both her pleasure and her pain as she struggles to hold on to her job as a bartender and keep a roof over their heads
Inferences with Ignorance focuses on two formal logic systems that employ the type of inferences in which questions are used in addition to statements. Not merely capturing questions as part of a logical apparatus, Michal Peliš also emphasizes the role of question-asking in communication. The book
'A treasure trove of practical magic for both novices and more experienced practitioners...beautifully crafted spells that invoke the alchemy of possibility.'--PanGaia A leaf from an oak tree...a wildflower...water from a sparkling stream...dirt from a cool dark cave--these are the age-old tools of