|
(Useful Readings)
1. Abramowitz, M. and I.A. Stegun. 1970. Handbook
of Mathematical
Functions (with formulas, graphs,
mathematical tables). Dover
Publications, Inc., New York
2. Burnham, K.P. and D.R. Anderson. 1998. Model
Selection and
Inference: A Practical
Information-theoretic Approach,
Springer-Verlag.
3. Conte,
S.D. and
C. de Boor. 1965. Elementry Numerical Analysis:
An Algorithmic Approach.
McGraw-Hill, Tokyo.
4. Gelman, A., Carlin, J.B., Stern, H.S. and D.B. Rubin.
1995. Bayesian
Data Analysis. Chapman and
Hall
5. Linhart, H. and W. Zuchinni. 1986. Model
Selection, John Wiley
6. Kristensen, K., Nielsen, A., Berg, C.W., Skaug,
H. and B.M. Bell.
2016. TMB: Automatic Differentiation
and Laplace Approximation.
Journal of Statistical Software
70:https://www.jstatsoft.org/article
/view/v070i05
7. Monnahan, C.C., Thorson, J.R., and T.A. Branch.
2017. Faster
estimation of Bayesian models
in ecology using Hamiltonian Monte
Carlo. Methods in Ecology
and Evolution 8: 229-48.
8. Monnahan, C.C., Branch, T.A., Thorson, J.R., Stewart,
I.J. and C.S.
Szuwalski. 2019. Overcoming long
Bayesian run times in integrated
fisheries stock assessments. ICES Journal
of Marine Science 76:
1477-1488.
9. Pinheiro, J.C. and D.M. Bates. 2000. Mixed-Effects
Models in S and
S-PLUS. Springer, New York.
10. Press, W.H., Flannery, B.P., Teukolsky, S.A. and
W.T. Vetterling.
1988. Numerical Recipes: The Art
of Scientific Computing.
Cambridge
University
Press, Cambridge.
11. Roff, D.A. Introduction
to Computer-Intensive Methjods of Data
Analysis in Biology. Cambridge
University Press.
12. Venables, W.N. and B.D. Ripley. 2003. Modern
Applied Statistics
with S. Spinger-Verlag.
13. Wagenmakers, E-J. and S. Farrell. 2004. AIC model
selection using
Akaike weights.Psychonomic
Bulletin & Review 11: 192-6.
14. Zuur, A.F., Ieno, E.N, Walker, N.J., Saveliev, A.A.
and G.M. Smith.
Mixed Effects Models and Extensions in
Ecology with R. Spinger
|
|
|
(Installing R)
If you don't have R on your computer, visit the R project website,
click 'R binaries', 'windows', 'base', and download the
newest *.exe file. During setup, select components
1+3+5+6 (main, html, pdf, reference).
|
