| Date |
Hours |
Activity |
Subject(s) |
| 16/8 |
10.00-10.30 |
Welcome |
Presentation; Course overview (Anders R. Kristensen / Henrik Stryhn) |
|
10.30-11.00 |
Coffee break |
|
|
11.00-12.00 |
Lecture |
Simulation; Random numbers (Henrik Stryhn) |
|
12.00-13.30 |
Lunch break |
|
|
13.30-14.30 |
Lecture |
Simulation of complex models; Computer science aspects of simulation, illustrated by Java and Markov
chains (Henrik Stryhn / Peter Sestoft) |
|
14.30-15.00 |
Lecture |
Introduction to computer programs (SAS, Minitab) (Henrik Stryhn) |
|
15.00-15.30 |
Coffee break |
|
|
15.30-18.00 |
Exercises |
Simulation of models (Henrik Stryhn / Anders Nielsen) |
|
18.00-19.30 |
Dinner break |
|
|
19.30-20.30 |
Lecture |
Numerical aspects of random number generation (Per Christian Hansen) |
| 17/8 |
9.00-10.30 |
Lecture |
Statistical inference based on simulation I; tests (Steve Buckland) |
|
10.30-11.00 |
Coffee break |
|
|
11.00-12.00 |
Exercises |
Simulation-based statistical tests (Henrik Stryhn / Anders Nielsen) |
|
12.00-13.30 |
Lunch break |
|
|
13.30-15.00 |
Lecture |
Statistical inference based on simulation II; confidence intervals; model validation (Steve Buckland) |
|
15.00-15.30 |
Coffee break |
|
|
15.30-18.00 |
Exercises |
Simulation-based statistical inference (Henrik Stryhn / Anders Nielsen) |
|
18.00-19.30 |
Dinner break |
|
|
19.30- |
|
No evening program |
| 18/8 |
9.00-10.30 |
Lecture |
Bootstrap I; nonparametric bootstrap; variance, confidence intervals (Steve Buckland) |
|
10.30-11.00 |
Coffee break |
|
|
11.00-12.00 |
Exercises |
Bootstrap I (Henrik Stryhn / Anders Nielsen) |
|
12.00-13.30 |
Lunch break |
|
|
13.30-15.00 |
Lecture |
Bootstrap II; parametric bootstrap; bias (Steve Buckland) |
|
15.00-15.30 |
Coffee break |
|
|
15.30-18.00 |
Exercises |
Bootstrap II (Henrik Stryhn / John Öhrvik) |
|
18.00- |
|
Excursion (Copenhagen, including dinner) |
| 19/8 |
9.00-10.30 |
Lecture |
Extensions of bootstrap and randomisation methods; analysis of variance, regression, generalised linear
models (Steve Buckland) |
|
10.30-11.00 |
Coffee break |
|
|
11.00-12.00 |
Exercises |
Bootstrap extensions I (Henrik Stryhn / John Öhrvik) |
|
12.00-13.30 |
Lunch break |
|
|
13.30-14.15 |
Lecture |
Bootstrap hypothesis tests - with an application to testing for multimodality (John Öhrvik) |
|
14.15-15.00 |
Lecture |
Bootstrap methods in weed science (Jens E. Jensen) |
|
15.00-15.30 |
Coffee break |
|
|
15.30-18.00 |
Exercises |
Bootstrap extensions II (Henrik Stryhn / John Öhrvik) |
|
18.00-19.30 |
Dinner break |
|
|
19.30-20.30 |
Exercises |
Analysis of own datasets (Steve Buckland / John Öhrvik / Henrik Stryhn) |
| 20/8 |
9.00-10.30 |
Lecture |
Advanced bootstrap methods; confidence intervals; bootstrap in hierarchical models (John Öhrvik / Steve
Buckland) |
|
10.30-11.00 |
Coffee break |
|
|
11.00-12.00 |
Exercises |
Analysis of own datasets (Steve Buckland / John Öhrvik / Henrik Stryhn) |
|
12.00-13.30 |
Lunch break |
|
|
13.30-15.00 |
Discussion |
Summary of bootstrap topics (Steve Buckland / John Öhrvik / Henrik Stryhn) |
|
15.00-15.30 |
Coffee break |
|
|
15.30-17.00 |
Discussion |
Project presentations (participants) |