An Interface to Statistical Modeling Independent of Model Architecture

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Documentation for package ‘mosaicModel’ version 0.3.0

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mosaicModel-package 'mosaicModel' package
AARP Prices for life insurance
Alder Nitrogen fixing by alder plants
Birth_weight Birth weights and maternal data
ci.mean Interval statistics for use with df_stats()
ci.median Interval statistics for use with df_stats()
ci.proportion Function builder for confidence intervals on proportions
ci.sd Interval statistics for use with df_stats()
College_grades Grades at a small college
collinearity Calculate measures of collinearity
construct_fitting_call Construct a call for refitting a model from the model itself
coverage Interval statistics for use with df_stats()
Crime Data from the US FBI Uniform Crime Report, 1960
data_from_mod Extract training data from model
df_counts Formula interface to counts
df_props Joint and conditional proportions
df_typical Find typical levels of explanatory variables in a model/dataset.
explanatory_vars Get the names of the explanatory or response variables in a model
formula_from_mod Extract the model formula used in specifying the model
HDD_Minneapolis Heating degree days in Minneapolis, Minnesota, USA
Houses_for_sale Houses for sale
mod_cv Compare models with k-fold cross validation
mod_effect Calculate effect sizes in a model
mod_ensemble Create bootstrapped ensembles of a model
mod_error Mean square prediction error
mod_eval Evaluate a model for specified inputs
mod_eval_fun Internal functions for evaluating models
mod_fun Transforms a model into a function of inputs -> output
mod_plot Plot out model values
mosaicModel 'mosaicModel' package
Mussels Metabolism of zebra mussels
NCI60_snippet Gene expression in cancer cells.
Oil_history Historical production of crude oil, worldwide 1880-2014
proportion Function builder for proportions.
reference_values Compute sensible values from a data set for use as a baseline
Runners Performance of runners in a ten-mile race as they age
School_data Simulated data bearing on school vouchers
Tadpoles Swimming speed of tadpoles.
Trucking_jobs Earnings of workers at a trucking company.
Used_Fords Prices of used Ford automobiles in 2009