portada Hypothesis Testing and Model Selection in the Social Sciences (en Inglés)

Hypothesis Testing and Model Selection in the Social Sciences (en Inglés)

Formato

Libro Físico

Autor

David L. Weakliem

Editorial

Guilford Publications

Idioma

Inglés

N° páginas

202

Encuadernación

Tapa Dura

Dimensiones

23.4x16.3x1.3 cm

Peso

0.41 kg.

ISBN13

9781462525652

Categorías

Investigación social y estadística

Hypothesis Testing and Model Selection in the Social Sciences (en Inglés)

David L. Weakliem (Autor) · Guilford Publications · Tapa Dura

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Reseña del libro "Hypothesis Testing and Model Selection in the Social Sciences (en Inglés)"

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.