ผลต่างระหว่างรุ่นของ "Probstat"
ไปยังการนำทาง
ไปยังการค้นหา
Jittat (คุย | มีส่วนร่วม) |
Jittat (คุย | มีส่วนร่วม) |
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| แถว 2: | แถว 2: | ||
== Topics == | == Topics == | ||
| − | * Introduction | + | * Introduction to various concepts in probability theory |
* Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula | * Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula | ||
* Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables | * Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables | ||
รุ่นแก้ไขเมื่อ 02:47, 16 สิงหาคม 2557
This is a course web page for the course Probability and Statistics for Computer and Software Engineers.
Topics
- Introduction to various concepts in probability theory
- Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula
- Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables
- Tail bounds and analysis of randomized algorithms
- Continuous random variables
- Sampling
- Parameter estimation
- Hypothesis testing
- Regression
- Analysis of Variance
