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Handbook of Statistics, Volume 27: Epidemiology and Medical Statistics
Buku ini merupakan kumpulan pembahasan statistik yang diterapkan dalam bidang epidemiologi dan kedokteran. Materinya mencakup desain penelitian epidemiologi, analisis biomarker, regresi, analisis faktor, longitudinal data, clinical trials, hingga metode statistik untuk penelitian biomedis..\\\\r\\\\n\\\\r\\\\nPreface xiii\\\\r\\\\nContributors xv\\\\r\\\\n\\\\r\\\\nCh. 1. Statistical Methods and Challenges in Epidemiology and\\\\r\\\\nBiomedical Research 1\\\\r\\\\nRoss L. Prentice\\\\r\\\\n1. Introduction 1\\\\r\\\\n2. Characterizing the study cohort 3\\\\r\\\\n3. Observational study methods and challenges 6\\\\r\\\\n4. Randomized controlled trials 12\\\\r\\\\n5. Intermediate, surrogate, and auxiliary outcomes 17\\\\r\\\\n6. Multiple testing issues and high-dimensional biomarkers 18\\\\r\\\\n7. Further discussion and the Women’s Health Initiative example 21\\\\r\\\\nReferences 22\\\\r\\\\n\\\\r\\\\nCh. 2. Statistical Inference for Causal Effects, With Emphasis on\\\\r\\\\nApplications in Epidemiology and Medical Statistics 28\\\\r\\\\nDonald B. Rubin\\\\r\\\\n1. Causal inference primitives 28\\\\r\\\\n2. The assignment mechanism 36\\\\r\\\\n3. Assignment-based modes of causal inference 41\\\\r\\\\n4. Posterior predictive causal inference 47\\\\r\\\\n5. Complications 55\\\\r\\\\nReferences 58\\\\r\\\\n\\\\r\\\\nCh. 3. Epidemiologic Study Designs 64\\\\r\\\\nKenneth J. Rothman, Sander Greenland and Timothy L. Lash\\\\r\\\\n1. Introduction 64\\\\r\\\\n2. Experimental studies 65\\\\r\\\\n3. Nonexperimental studies 73\\\\r\\\\n4. Cohort studies 73
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