الوصف
Along with many examples, this text covers the most up-to-date statistical theories and computational methods for analyzing incomplete data. It presents a thorough treatment of statistical theories of likelihood-based inference with missing data. It also discusses numerous computational techniques and theories on imputation and extensively covers methods involving propensity score weighting, nonignorable missing data, longitudinal missing data, survey sampling, and statistical matching. Some of the research ideas introduced can be developed further for specific applications.
تفاصيل الكتاب
تنسيق
غلاف ورقي
صفحات
380 صفحات
لغة
الإنجليزية
منشور
Jan 29, 2024
الناشر
Chapman and Hall/CRC
الطبعات
2 editions
رقم ISBN-10
103211813X
رقم ISBN-13
9781032118130