Basics

Detector & statistics in a nutshell

1. Statistical data analysis in a nutshell
   
2. Probability
   
3. Probability Distributions
   
4. Cumulative Distributions
   The integral of a p.d.f. f(x) up to a certain value x is called the CUMULATIVE DISTRIBUTION Hence The last condition reflects the fact that any probability distribution is normalized to 1.
   
   
5. Expectation Values
   
6. Functions of random variables
   
7. Specific Probability Distributions
   
8. Parameter Estimation from Data
   
9. Statistical Tests
   
10. Basic detector concepts
    
11. Problems