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Models, Data and Inference for Socio-Technical Systems >> Content Detail



Lecture Notes



Lecture Notes

SES #TOPICSINSTRUCTORS
1

Introduction and overview (PDF)

3-door problem (PDF)

Prof. Richard C. Larson and Prof. Daniel D. Frey
2

Analyzing a probability problem (PDF)

Probability mass functions

Prof. Richard C. Larson
3

Broken stick problem (PDF)

Working in sample space

Prof. Richard C. Larson
4Pedestrian crossing problem (PDF)Prof. Richard C. Larson
5Random incidence: A major source of selection bias (PDF)Prof. Richard C. Larson
6Random incidence and more (PDF)Prof. Richard C. Larson
7Spatial models (PDF)Prof. Richard C. Larson
8Markov processes and their application to queueing, part 1 (PDF)Prof. Richard C. Larson
9Markov processes and their application to queueing, part 2 (PDF)Prof. Richard C. Larson
10Queueing and transitions: Sampling from distributions, Gauss (PDF)Prof. Richard C. Larson
11Derived distributions to statistics (PDF) (Courtesy of Aman Chawla. Used with permission.)Aman Chawla (guest lecturer)
12

The Queue Inference Engine and the psychology of queueing (PDF)

Beyond the physics of queueing (PDF)

Prof. Richard C. Larson
13The Weibull distribution and parameter estimation (PDF)Prof. Daniel D. Frey
14Hypothesis testing (PDF)Prof. Daniel D. Frey
15Descriptive statistics and statistical graphics (PDF - 1.1 MB)Prof. Daniel D. Frey
16Regression (PDF)Prof. Daniel D. Frey
17Analysis of variance, with discussion of Bayesian and frequentist statistics (PDF)Prof. Daniel D. Frey
18Multiple regression (PDF)Prof. Daniel D. Frey
19

Design of experiments, part 1 (PDF)

Design of experiments, part 2 (PDF)

Prof. Daniel D. Frey
20Design of computer experiments (PDF)Prof. Daniel D. Frey
21Closure - Threats to validity of inferenceProf. Daniel D. Frey
22Final presentations 1
23Final presentations 2

 








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