Andrew Gelman

Aki Vehtari

Jennifer Hill

Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting.

Regression and Other Stories

Professor in the Department of Statistics Andrew Gelman

This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.

Data Analysis Using Regression and Multilevel/Hierarchical Models

It has often been assumed that people with developmental disabilities are incapable of expressing or acquiring the level of emotional insight and sensitivity necessary to engage in any kind of therapy. Authentic Dialogue with Persons who are Developmentally Disabled explodes this myth, challenging mental health professionals and families to engage in genuine dialogue with people who are developmentally disabled. Rather than avoiding painful topics, such as awareness of the loss of a normal life, this book shows it is possible to confront these difficult and emotive issues within a therapeutic environment. The author, Jennifer Hill, follows the progress of several developmentally disabled individuals who participated in her group psychotherapy sessions over the course of several months and were able to discuss their feelings of sorrow, grief, jealousy and joy with the group. Offering rare insight into what it means to have a developmental disability from the perspective of those with the condition, Hill suggests a hopeful alternative to many of the programs currently on offer to the developmentally disabled. Thought-provoking and refreshing, this book will be of interest to social workers, psychologists, and educators in the fields of developmental disability and mental health, as well as families of individuals with developmental disabilities.

Sad Without Tears

Authentic Dialogue with Persons who are Developmentally Disabled

Sarah Dyer

Helen Walkington

This exemplary Handbook provides readers with a novel synthesis of international research, evidence-based practice and personal reflections to offer an overview of the current state of knowledge in the field of teaching geography in higher education. Chapters cover the three key transitions – into, through, and out of higher education – to present a thorough analysis of the topic.

Jennifer Hill

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