By Trivellore Raghunathan

Missing facts research in Practice offers functional tools for studying lacking facts besides the heuristic reasoning for figuring out the theoretical underpinnings. Drawing on his 25 years of expertise studying, instructing, and consulting in quantitative components, the writer offers either frequentist and Bayesian views. He describes easy-to-implement ways, the underlying assumptions, and sensible potential for assessing those assumptions. real and simulated facts units illustrate very important thoughts, with the knowledge units and codes to be had online.

The booklet underscores the improvement of lacking facts tools and their edition to useful difficulties. It customarily specializes in the normal lacking facts challenge. the writer additionally exhibits find out how to use the lacking info framework in lots of different statistical difficulties, corresponding to dimension mistakes, finite inhabitants inference, disclosure problem, combing details from a number of facts assets, and causal inference.

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