Yet More Supporting Data Analysis for “Unifying Life History Analysis for Inference of Fitness and Population Growth”

This technical report (TR) gives details of a data reanalysis backing up a paper having the same authors as this TR and having the title that is quoted in the title of this TR. Two previous TR, 658 and 661, have the bulk of the supporting data analysis this paper. This TR deals with one minor issue, BoxCox transformation of predictor variables to make them more normal and the effect of such transformation on the estimation of fitness surfaces, in particular on Figure 3 of the paper, which is also Figure 14 of TR 661. The sole objective of this TR is to produce the analog of that figure using transformed predictors.

[1]  P. McCullagh,et al.  Generalized Linear Models , 1972, Predictive Analytics.

[2]  Christina Gloeckner,et al.  Modern Applied Statistics With S , 2003 .

[3]  Charles J. Geyer,et al.  Unifying Life‐History Analyses for Inference of Fitness and Population Growth , 2008, The American Naturalist.

[4]  G. Box An analysis of transformations (with discussion) , 1964 .

[5]  C. Stein Estimation of the Mean of a Multivariate Normal Distribution , 1981 .

[6]  S. J. Arnold,et al.  THE MEASUREMENT OF SELECTION ON CORRELATED CHARACTERS , 1983, Evolution; international journal of organic evolution.

[7]  Brian D. Ripley,et al.  Modern applied statistics with S, 4th Edition , 2002, Statistics and computing.

[8]  R. Lenski The Statistical Analysis of Population Growth Rates Calculated from Schedules of Survivorship and Fecunidity , 1982 .

[9]  P. McCullagh,et al.  Generalized Linear Models, 2nd Edn. , 1990 .

[10]  M. Stanton,et al.  Statistical convenience vs biological insight: consequences of data transformation for the analysis of fitness variation in heterogeneous environments. , 2005, The New phytologist.

[11]  EVOLUTIONARY POTENTIAL OF CHAMAECRISTA FASCICULATA IN RELATION TO CLIMATE CHANGE. I. CLINAL PATTERNS OF SELECTION ALONG AN ENVIRONMENTAL GRADIENT IN THE GREAT PLAINS , 2004, Evolution; international journal of organic evolution.

[12]  M. Riani Robust multivariate transformations to normality: Constructed variables and likelihood ratio tests , 2004 .

[13]  J. L. Warner,et al.  TRANSFORMATIONS OF MULTIVARIATE DATA , 1971 .

[14]  David L. Donoho,et al.  WaveLab and Reproducible Research , 1995 .

[15]  Charles J. Geyer,et al.  Aster models for life history analysis , 2007 .

[16]  Julie R. Etterson,et al.  Constraint to Adaptive Evolution in Response to Global Warming , 2001, Science.

[17]  T. Mitchell-Olds,et al.  REGRESSION ANALYSIS OF NATURAL SELECTION: STATISTICAL INFERENCE AND BIOLOGICAL INTERPRETATION , 1987, Evolution; international journal of organic evolution.

[18]  Friedrich Leisch,et al.  Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis , 2002, COMPSTAT.

[19]  John A. Nelder,et al.  Generalized linear models. 2nd ed. , 1993 .

[20]  Robert Gentleman,et al.  Statistical Analyses and Reproducible Research , 2007 .