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1 Probability |
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2 Representation of random phenomena |
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3 Basic probability theory |
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4 Multivariate Probability Theory |
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5 Functions of random variables |
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6 Basic statistics: parameter estimation |
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7 Basic statistics: hypothesis testing |
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8 Monte Carlo methods |
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9 Applications of Monte Carlo methods |
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10 Statistical inference and likelihood |
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11 Least squares |
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12 Experimental data analysis |
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Appendix A: Table of symbols 533 |
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Appendix B: R software 535 |
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Appendix C: Moment-generating functions 539 |
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Appendix D: Solutions of problems 543 |
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Appendix E: Tables |
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1 Probability |
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2 Representation of random phenomena |
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3 Basic probability theory |
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