Runs tests following the flow chart outlined in the OECD guidelines for the tier II tests for endocrine disruptors. The basic outline of the flow chart is as follows: 1) if the data is monotonic run a jonckheere Terpstra trend test, 2) is the data is not monotonic but is still normally distributed, run a Dunnett's test, 3) if the data is not monotonic and not normally distributed run a Dunns test.
autoStdAnylsis(Data, Response, TreatmentVar, Transform, WeightsVar, TimeVar,
TestDirection, ReplicateVar, AlphaLevel)A data set.
The name (as a string) of the response variable.
The name (as a string) of the treatment variable.
The name (as a string) of the transformation of the response variable. Can take on the values of c('Transformation', 'None', 'Log', log+1', 'Square_Root', 'Arcsin', 'Rank').
The name (as a string) of the column containing the ANOVA weights.
The name (as a string) of the Time variable.
The direction of the hypothesis test. Can take on any of the values of: c('Decreasing', 'Increasing', 'Both').
The name (as a string) of the replicate variable.
The alpha level used in the Jonckheere-Terpstra test for trend. See (jonckheereTerpstraTest).
See the following function for details on the analysis.
Jonckheere-Terpstratest test see jonckheereTerpstraTest.
A Dunns test see dunnsTest.
A Dunnet test see oneWayDunnettTest.
OECD, 2015, Test No. 240: Medaka Extended One Generation Reproduction Test (MEOGRT), OECD Publishing, Paris. \ DOI: http://dx.doi.org/10.1787/9789264242258-en