(eBook PDF) Probability, Statistics, and Random Signals by Charles Boncelet – Digital Ebook – Instant Delivery Download
product details:
- ISBN-10 : 0190200510
- ISBN-13 : 978-0190200510
- Author: C
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.
table of contents:
1 PROBABILITY BASICS
2 CONDITIONAL PROBABILITY
3 A LITTLE COMBINATORICS
4 DISCRETE PROBABILITIES AND RANDOM VARIABLES
5 MULTIPLE DISCRETE RANDOM VARIABLES
6 BINOMIAL PROBABILITIES
7 A CONTINUOUS RANDOM VARIABLE
8 MULTIPLE CONTINUOUS RANDOM VARIABLES
9 THE GAUSSIAN AND RELATED DISTRIBUTIONS
10 ELEMENTS OF STATISTICS
11 GAUSSIAN RANDOM VECTORS AND LINEAR REGRESSION
12 HYPOTHESIS TESTING
13 RANDOM SIGNALS AND NOISE
14 SELECTED RANDOM PROCESSES
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