Probability, Statistics, and Random Signals
- 6h 6m
- Boncelet
- Oxford University Press (US)
- 2021
Probability, Statistics, and Random Signals offers a comprehensive treatment of probability, giving equal treatment to discrete and continuous probability. The topic of statistics is presented as the application of probability to data analysis, not as a cookbook of statistical recipes. This student-friendly text features accessible descriptions and highly engaging exercises on topics like gambling, the birthday paradox, and financial decision-making.
In this Book
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Probability Basics
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Conditional Probability
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A Little Combinatorics
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Discrete Probabilities and Random Variables
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Multiple Discrete Random Variables
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Binomial Probabilities
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A Continuous Random Variable
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Multiple Continuous Random Variables
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The Gaussian and Related Distributions
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Elements of Statistics
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Gaussian Random Vectors and Linear Regression
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Hypothesis Testing
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Random Signals and Noise
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Selected Random Processes
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