Table of Contents

I Information and Likelihood.- I Recovery of Ancillary Information.- II Statistical Information and Likelihood Part I: Principles.- III Statistical Information and Likelihood Part II: Methods.- IV Statistical Information and Likelihood Part III: Paradoxes.- V Statistical Information and Likelihood: Discussions.- VI Partial Sufficiency.- VII Elimination of Nuisance Parameters.- VIII Sufficiency and Invariance.- IX Ancillary Statistics, Pivotal Quantities and Confidence.- II Survey Sampling and Randomization.- X Sufficiency in Survey Sampling.- XI Likelihood Principle and Survey Sampling.- XII On the Logical Foundations of Survey Sampling.- XIII On the Logical Foundations of Survey Sampling: Discussions.- XIV Relevance of Randomization in Data Analysis.- XV The Fisher Randomization Test.- XVI The Fisher Randomization Test: Discussions.- III Miscellaneous Notes and Discussions.- XVII Likelihood and Partial Likelihood.- XVIII A Discussion on the Fisher Exact Test.- XIX A Discussion on Survey Theory.- XX A Note on Unbiased Estimation.- XXI The Concept of Asymptotic Efficiency.- XXII Statistics Independent of a Complete Sufficient Statistic.- XXIII Statistics Independent of a Sufficient Statistic.- XXIV The Basu Theorems.- References.

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