statisticalModeling: Functions for Teaching Statistical Modeling

Provides graphics and other functions that evaluate and display models across many different kinds of model architecture. For instance, you can evaluate the effect size of a model input in the same way, regardless of architecture, interaction terms, etc.

AuthorDaniel Kaplan
Date of publication2016-11-12 15:47:15
MaintainerDaniel Kaplan <kaplan@macalester.edu>
LicenseMIT + file LICENSE
Version0.3.0

View on CRAN

Functions

AARP Man page
Alder Man page
Birth_weight Man page
College_grades Man page
collinearity Man page
Crime Man page
cv_pred_error Man page
data_from_model Man page
effect_size Man page
ensemble Man page
evaluate_model Man page
explanatory_vars Man page
fmodel Man page
gf_abline Man page
gf_bar Man page
gf_boxplot Man page
gf_counts Man page
gf_density Man page
gf_density_2d Man page
gf_frame Man page
gf_freqpoly Man page
gf_hex Man page
gf_histogram Man page
gf_hline Man page
gf_jitter Man page
gf_line Man page
gf_path Man page
gf_point Man page
gf_text Man page
gmodel Man page
HDD_Minneapolis Man page
Houses_for_sale Man page
Mussels Man page
NCI60_snippet Man page
Oil_history Man page
reference_values Man page
response_var Man page
Runners Man page
School_data Man page
Tadpoles Man page
train Man page
Trucking_jobs Man page
typical_levels Man page
Used_Fords Man page

Files

statisticalModeling
statisticalModeling/inst
statisticalModeling/inst/ideas_for_tests.R
statisticalModeling/inst/making_Birth_weight.R
statisticalModeling/inst/model_list.csv
statisticalModeling/inst/foobar.R
statisticalModeling/inst/doc
statisticalModeling/inst/doc/modeling.Rmd
statisticalModeling/inst/doc/modeling.R
statisticalModeling/inst/doc/modeling.html
statisticalModeling/inst/gghelper.R
statisticalModeling/inst/ggformula.R
statisticalModeling/tests
statisticalModeling/tests/testthat.R
statisticalModeling/tests/testthat
statisticalModeling/tests/testthat/test_models.R
statisticalModeling/tests/testthat/test_evaluate.R
statisticalModeling/tests/testthat/test_effect_size.R
statisticalModeling/tests/testthat/test_data_from_model.R
statisticalModeling/NAMESPACE
statisticalModeling/NEWS.md
statisticalModeling/data
statisticalModeling/data/College_grades.rda
statisticalModeling/data/Trucking_jobs.rda
statisticalModeling/data/Used_Fords.rda
statisticalModeling/data/NCI60_snippet.rda
statisticalModeling/data/Mussels.rda
statisticalModeling/data/AARP.rda
statisticalModeling/data/HDD_Minneapolis.rda
statisticalModeling/data/Oil_history.rda
statisticalModeling/data/Tadpoles.rda
statisticalModeling/data/Runners.rda
statisticalModeling/data/School_data.rda
statisticalModeling/data/Houses_for_sale.rda
statisticalModeling/data/Birth_weight.rda
statisticalModeling/data/Alder.rda
statisticalModeling/data/Crime.rda
statisticalModeling/R
statisticalModeling/R/School_data.R statisticalModeling/R/Crime.R statisticalModeling/R/helpers.R statisticalModeling/R/gf_function_helpers.R statisticalModeling/R/cv.R statisticalModeling/R/model_access.R statisticalModeling/R/AARP.R statisticalModeling/R/gmodel.R statisticalModeling/R/Runners.R statisticalModeling/R/HDD_Minneapolis.R statisticalModeling/R/Birth_weight.R statisticalModeling/R/evaluate_model.R statisticalModeling/R/train.R statisticalModeling/R/Tadpoles.R statisticalModeling/R/Trucking_jobs.R statisticalModeling/R/ggstrings.R statisticalModeling/R/Mussels.R statisticalModeling/R/Houses_for_sale.R statisticalModeling/R/fmodel.R statisticalModeling/R/bootstrap_ensemble.R statisticalModeling/R/effect_size.R statisticalModeling/R/gf_functions.R statisticalModeling/R/College_grades.R statisticalModeling/R/Alder.R statisticalModeling/R/typical_levels.R statisticalModeling/R/collinearity.R statisticalModeling/R/Oil_history.R statisticalModeling/R/NCI60_snippet.R statisticalModeling/R/Used_Fords.R
statisticalModeling/vignettes
statisticalModeling/vignettes/modeling.Rmd
statisticalModeling/README.md
statisticalModeling/MD5
statisticalModeling/build
statisticalModeling/build/vignette.rds
statisticalModeling/DESCRIPTION
statisticalModeling/man
statisticalModeling/man/College_grades.Rd statisticalModeling/man/Houses_for_sale.Rd statisticalModeling/man/typical_levels.Rd statisticalModeling/man/effect_size.Rd statisticalModeling/man/gf_functions.Rd statisticalModeling/man/Birth_weight.Rd statisticalModeling/man/Mussels.Rd statisticalModeling/man/Trucking_jobs.Rd statisticalModeling/man/AARP.Rd statisticalModeling/man/reference_values.Rd statisticalModeling/man/Tadpoles.Rd statisticalModeling/man/train.Rd statisticalModeling/man/Used_Fords.Rd statisticalModeling/man/cv_pred_error.Rd statisticalModeling/man/Runners.Rd statisticalModeling/man/School_data.Rd statisticalModeling/man/extract_from_model.Rd statisticalModeling/man/Crime.Rd statisticalModeling/man/Alder.Rd statisticalModeling/man/Oil_history.Rd statisticalModeling/man/HDD_Minneapolis.Rd statisticalModeling/man/collinearity.Rd statisticalModeling/man/NCI60_snippet.Rd statisticalModeling/man/ensemble.Rd statisticalModeling/man/fmodel.Rd statisticalModeling/man/gmodel.Rd statisticalModeling/man/evaluate_model.Rd
statisticalModeling/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.