Τίτλος Θερινού Σχολείου Πριν το 2017
Το πρόγραμμα του Θερινού Σχολείου δομείται στις πέντε παρακάτω Θεματικές Ενότητες:
Θεματική Ενότητα 1: Εισαγωγή στο Λογισμικό και τη Γλώσσα Προγραμματισμού R με πρακτικές Ασκήσεις.
Θεματική Ενότητα 2: Κλασικές Στατιστικές Μέθοδοι με πρακτικές Ασκήσεις (π.χ. Hypothesis Testing, Confidence Intervals, ANOVA, Linear Regression).
Θεματική Ενότητα 3: Προχωρημένες Στατιστικές Μέθοδοι με πρακτικές Ασκήσεις (π.χ. Multivariate Data Analysis, GAMs, GLMMs, Mixed Effects Models, Spatial Data Analysis, Non-Linear Models).
Θεματική Ενότητα 4: Ανάλυση Δεδομένων Μελετών Περίπτωσης από την Οικολογία.
Programme
|
|
Monday |
Tuesday |
Wednesday |
Thursday |
Friday |
Saturday |
|
9-10 |
R basics (Besbeas – Matthiopoulos – Dimitrakopoulos - Nisiotis) |
Programming in R (Matthiopoulos) |
Non-Linear Regression (Besbeas) |
GAMs, More Flexible Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Environmental Data Analysis on Coastal Management (Tsirtsis) |
|
10-11 |
Data Objects: Vectors, Matrices, Lists (Besbeas) |
Programming in R (Matthiopoulos) |
Non-Linear Regression (Besbeas) |
Mixed Effects Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Biodiversity Data Analysis (Tsirtsis) |
|
11-12 |
Data Input (Besbeas- Nisiotis) |
Programming in R (Matthiopoulos) |
Practicals – Non-Linear Regression (Besbeas - Nisiotis) |
Mixed Effects Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Biodiversity Data Analysis (Tsirtsis) |
|
12-13 |
Statistical Functions (Besbeas) |
Hypothesis Testing and Confidence Intervals (Matthiopoulos) |
General Linear Models, GLMMs (Matthiopoulos) |
Practicals – Mixed Effect Models (Matthiopoulos – Fyllas-Nisiotis) |
Spatial Data Analysis and Modeling (Matthiopoulos - Besbeas) |
Students’ Evaluation (all instructors) |
|
13-14 |
Statistical Functions (Besbeas) |
Analysis of Variance (Fyllas) |
General Linear Models, GLMMs (Matthiopoulos) |
Practicals – Mixed Effect Models (Matthiopoulos – Fyllas-Nisiotis) |
Spatial Data Analysis and Modeling (Matthiopoulos - Besbeas) |
Students’ Evaluation (all instructors) |
|
14-15 |
Lunch |
Lunch |
Practicals – GLMMs (Matthiopoulos – Fyllas) |
Lunch |
Lunch |
|
|
15-16
|
Data Analysis (Besbeas) |
Resampling techniques (Fyllas) |
Lunch |
Multivariate Data Analysis (Kokkoris - Fyllas) |
Benthic Community Data Analysis (Lampadariou) |
|
|
16-17 |
Graphics in R (Besbeas) |
Linear Regression - (Besbeas) |
Free Time |
Practicals – Multivariate Data Analysis (Fyllas – Tsirtsis) |
Benthic Community Data Analysis (Lampadariou) |
|
|
17-18 |
Practicals (Besbeas – Kokkoris-Nisiotis) |
Linear Regression Practicals (Besbeas - Nisiotis) |
Free Time |
Practicals –Multivariate Data Analysis (Fyllas – Kokkoris) |
Benthic Community Data Analysis (Lampadariou) |
|
|
21-... |
|
|
Formal Dinner |
|
|
|
Figure by Ν.Μ. Fylllas
Programme
|
|
Monday |
Tuesday |
Wednesday |
Thursday |
Friday |
Saturday |
|
9-10 |
R basics (Besbeas – Matthiopoulos – Dimitrakopoulos - Nisiotis) |
Programming in R (Matthiopoulos) |
Non-Linear Regression (Besbeas) |
GAMs, More Flexible Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Environmental Data Analysis on Coastal Management (Tsirtsis) |
|
10-11 |
Data Objects: Vectors, Matrices, Lists (Besbeas) |
Programming in R (Matthiopoulos) |
Non-Linear Regression (Besbeas) |
Mixed Effects Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Biodiversity Data Analysis (Tsirtsis) |
|
11-12 |
Data Input (Besbeas- Nisiotis) |
Programming in R (Matthiopoulos) |
Practicals – Non-Linear Regression (Besbeas - Nisiotis) |
Mixed Effects Models (Matthiopoulos) |
Fish Habitat Modeling (Tserpes) |
Biodiversity Data Analysis (Tsirtsis) |
|
12-13 |
Statistical Functions (Besbeas) |
Hypothesis Testing and Confidence Intervals (Matthiopoulos) |
General Linear Models, GLMMs (Matthiopoulos) |
Practicals – Mixed Effect Models (Matthiopoulos – Fyllas-Nisiotis) |
Spatial Data Analysis and Modeling (Matthiopoulos - Besbeas) |
Students’ Evaluation (all instructors) |
|
13-14 |
Statistical Functions (Besbeas) |
Analysis of Variance (Fyllas) |
General Linear Models, GLMMs (Matthiopoulos) |
Practicals – Mixed Effect Models (Matthiopoulos – Fyllas-Nisiotis) |
Spatial Data Analysis and Modeling (Matthiopoulos - Besbeas) |
Students’ Evaluation (all instructors) |
|
14-15 |
Lunch |
Lunch |
Practicals – GLMMs (Matthiopoulos – Fyllas) |
Lunch |
Lunch |
|
|
15-16
|
Data Analysis (Besbeas) |
Resampling techniques (Fyllas) |
Lunch |
Multivariate Data Analysis (Kokkoris - Fyllas) |
Benthic Community Data Analysis (Lampadariou) |
|
|
16-17 |
Graphics in R (Besbeas) |
Linear Regression - (Besbeas) |
Free Time |
Practicals – Multivariate Data Analysis (Fyllas – Tsirtsis) |
Benthic Community Data Analysis (Lampadariou) |
|
|
17-18 |
Practicals (Besbeas – Kokkoris-Nisiotis) |
Linear Regression Practicals (Besbeas - Nisiotis) |
Free Time |
Practicals –Multivariate Data Analysis (Fyllas – Kokkoris) |
Benthic Community Data Analysis (Lampadariou) |
|
|
21-... |
|
|
Formal Dinner |
|
|
|
Σχήμα: Ν. Φύλλας