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Randomized Controlled Trials for the Behavioural Sciences
Angielski
158 b
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Nawet do 30 dni na zwrot
This book provides a comprehensive guide to designing, conducting, analysing, and reporting randomized controlled trials (RCTs) in the behavioural sciences. It explains the principles of causal inference, research design, randomization, sample-size determination, measurement, participant recruitment, intervention implementation, data management, and research ethics. It examines statistical methods for estimating treatment effects, addressing missing data, assessing heterogeneity, and avoiding common analytical errors. The book also covers reporting standards, open science, reproducibility, meta-analysis, generalizability, cost-effectiveness, digital experiments, multi-site trials, Bayesian methods, machine learning, and AI-supported research. Through theoretical explanations, practical applications, and methodological guidance, it helps students, researchers, programme evaluators, and policymakers develop and interpret rigorous experimental evidence for understanding human behaviour and evaluating interventions.
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