Theory of Probability : A critical introductory treatment
De Finetti’s theory of probability is one of the foundations of Bayesian theory. De Finetti stated that probability is nothing but a subjective analysis of the likelihood that something will happen and that that probability does not exist outside the mind. It is the rate at which a person is willing to bet on something happening. This view is directly opposed to the classicist/ frequentist view of the likelihood of a particular outcome of an event, which assumes that the same event could be identically repeated many times over, and the 'probability' of a particular outcome has to do with the fraction of the time that outcome results from the repeated trials.
Foreword ix
Preface xiii
1 Introduction 1
2 Concerning Certainty and Uncertainty 21
3 Prevision and Probability 59
4 Conditional Prevision and Probability 113
5 The Evaluation of Probabilities 153
6 Distributions 187
7 A Preliminary Survey 251
8 Random Processes with Independent Increments 311
9 An Introduction to Other Types of Stochastic Process 393
10 Problems in Higher Dimensions 401
11 Inductive Reasoning; Statistical Inference 421
12 Mathematical Statistics 447
Appendix 475
Index 571
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