Weakliem David L. Hypothesis Testing and Model Selection in the Social Sciences 9781462525652

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Автор: Weakliem David L.
Название: Hypothesis Testing and Model Selection in the Social Sciences
Перевод названия: Дэвид Уиклием: Проверка гипотез и выбор модели в социальных науках
ISBN: 9781462525652
Издательство: Taylor&Francis
Классификация:

Социальные исследования и статистика

Психологическая методология

Педагогическая психология

ISBN-10: 1462525652
Обложка/Формат: Hardback
Страницы: 202
Вес: 0.44 кг.
Дата издания: 17.05.2016
Серия: Methodology in the social sciences
Язык: English
Иллюстрации: Illustrations
Размер: 244 x 259 x 15
Читательская аудитория: Professional and scholarly
Ключевые слова: Psychological methodology, PSYCHOLOGY / General,SOCIAL SCIENCE / Research
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Поставляется из: Европейский союз
Описание: Examining the major approaches to hypothesis testing and model selection, this book blends statistical theory with recommendations for practice, illustrated with real-world social science examples. It systematically compares classical (frequentist) and Bayesian approaches, showing how they are applied, exploring ways to reconcile the differences between them, and evaluating key controversies and criticisms. The book also addresses the role of hypothesis testing in the evaluation of theories, the relationship between hypothesis tests and confidence intervals, and the role of prior knowledge in Bayesian estimation and Bayesian hypothesis testing. Two easily calculated alternatives to standard hypothesis tests are discussed in depth: the Akaike information criterion (AIC) and Bayesian information criterion (BIC). The companion website ([ital]www.guilford.com/weakliem-materials[/ital]) supplies data and syntax files for the book`s examples.

Hypothesis Testing and Model Selection in the Social Sciences, Weakliem David L.