Preface. Acknowledgments. List of Notation. Introduction. Some Probability and Statistics Revision. Generating Uniform Random Variables. Particular Methods of Non-Uniform Random Variables. General Methods for Non-Uniform Random Variables. Testing Random Numbers. Variance Reduction and Integral Estimation. Model Construction and Analysis. Further Examples and Applications. Appendices. Solutions and Comments for Selected Questions. Bibliography. Author Index. Subject Index.