5 STOCHASTIC METHODS 165

5.0 Introduction 165

5.1 The Elements of Counting 167

5.2 Elements of Probability Theory 170

5.3 Applications of the Stochastic Methodology 182

5.4 Bayes' Theorem 184

5.5 Epilogue and References 190

5.6 Exercises 191