Analysing Ecological Data

1. Introduction

2. Data management and software

3. Advice for teachers

4. Exploration

5. Linear regression

6. Generalised linear modelling

7. Additive and generalised additive modelling

8. Introduction to mixed modelling

9. Univariate tree models

10. Measures of association

11. Ordination — First encounter

12. Principal component analysis and redundancy analysis

13. Correspondence analysis and canonical correspondence analysis

14. Introduction to discriminant analysis

15. Principal coordinate analysis and non-metric multidimensional scaling

16. Time series analysis — Introduction

17. Common trends and sudden changes

18. Analysis and modelling of lattice data
A. A. Saveliev, S. S. Mukharamova, A. F. Zuur

19. Spatially continuous data analysis and modelling
A. A. Saveliev, S. S. Mukharamova, N. A. Chizhikova, R. Budgey, A. F. Zuur

20. Univariate methods to analyse abundance of decapod larvae
M. Pan, A. Gallego, S. Hay, E. N. Ieno, G. J. Pierce, A. F. Zuur, G. M. Smith

21. Analysing presence and absence data for flatfish distribution in the Tagus estuary, Portugal
H. Cabral, A. F. Zuur, E. N. Ieno, G. M. Smith

22. Crop pollination by honeybees in Argentina using additive mixed modelling
M. Basualdo, E. N. Ieno, A. F. Zuur, G. M. Smith

23. Investigating the effects of rice farming on aquatic birds with mixed modelling
C. S. Elphick, A. F. Zuur, E. N. Ieno, G. M. Smith

24. Classification trees and radar detection of birds for North Sea wind farms
H. W. G. Meesters, K. L. Krijgsveld, A. F. Zuur, E. N. Ieno, G. M. Smith

25. Fish stock identification through neural network analysis of parasite fauna
N. Campbell, K. MacKenzie, A. F. Zuur, E. N. Ieno, G. M. Smith

26. Monitoring for change: Using generalised least squares, non-metric multidimensional scaling, and the Mantel test on western Montana grasslands
P. G. Sikkink, A. F. Zuur, E. N. Ieno, G. M. Smith

27. Univariate and multivariate analysis applied on a Dutch sandy beach community
G. M. Janssen, S. Mulder, A. F. Zuur, E. N. Ieno, G. M. Smith

28. Multivariate analyses of South-American zoobenthic species — spoilt for choice
E. N. Ieno, A. F. Zuur, R. Bastida, J. P. Martin, M. Trassens, G. M. Smith

29. Principal component analysis applied to harbour porpoise fatty acid data
I. T. Jolliffe, J. A. Learmonth, G. J. Pierce, M. B. Santos, N. Trendafilov, A. F. Zuur, E. N. Ieno, G. M. Smith

30. Multivariate analyses of morphometric turtle data — size and shape
J. Claude, I. T. Jolliffe, A. F. Zuur, E. N. Ieno, G. M. Smith

31. Redundancy analysis and additive modelling applied on savanna tree data
A. M. Lykke, B. Sambou, C. Mbow, A. F. Zuur, E. N. Ieno, G. M. Smith

32. Canonical correspondence analysis of lowland pasture vegetation in the humid tropics of Mexico
A. Lira-Noriega, J. Laborde, S. Guevara, G. Sánchez-Ríos, A. F. Zuur, E.N. Ieno, G. M. Smith

33. Estimating common trends in Portuguese fisheries landings
K. Erzini, A. F. Zuur, E. N. Ieno, G. J. Pierce, I. Tuck, G. M. Smith

34. Common trends in demersal communities on the Newfoundland-Labrador Shelf
J. A. Devine, A. F. Zuur, E. N. Ieno, G. M. Smith

35. Sea level change and salt marshes in the Wadden Sea: A time series analysis
K. S. Dijkema, W. E. Duin, H. W. G. Meesters, A. F. Zuur, E. N. Ieno, G. M. Smith

36. Time series analysis of Hawaiian waterbirds
J. M. Reed, C. S. Elphick, A. F. Zuur, E. N. Ieno, G. M. Smith

37. Spatial modelling of forest community features in the Volzhsko-Kamsky reserve
T. V. Rogova, N. A. Chizhikova, O. E. Lyubina, A. A. Saveliev, S. S. Mukharamova, A. F. Zuur, E. N. Ieno, G. M. Smith

Keywords: Life Sciences, Ecology, Applied Ecology, Statistics for Life Sciences, Medicine, Health Sciences