Functions for Teaching Statistical Modeling


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Documentation for package ‘statisticalModeling’ version 0.3.0

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AARP Prices for life insurance
Alder Nitrogen fixing by alder plants
Birth_weight Birth weights and maternal data
College_grades Grades at a small college
collinearity Calculate measures of collinearity
Crime Data from the US FBI Uniform Crime Report, 1960
cv_pred_error Compare models with k-fold cross-validation
data_from_model Extract component parts of models
effect_size Calculate effect sizes in a model
ensemble Create bootstrapped ensembles of a model
evaluate_model Evaluate a model for specified inputs
explanatory_vars Extract component parts of models
fmodel Plot out model values
gf_abline gf_ plotting functions
gf_bar gf_ plotting functions
gf_boxplot gf_ plotting functions
gf_counts gf_ plotting functions
gf_density gf_ plotting functions
gf_density_2d gf_ plotting functions
gf_frame gf_ plotting functions
gf_freqpoly gf_ plotting functions
gf_hex gf_ plotting functions
gf_histogram gf_ plotting functions
gf_hline gf_ plotting functions
gf_jitter gf_ plotting functions
gf_line gf_ plotting functions
gf_path gf_ plotting functions
gf_point gf_ plotting functions
gf_text gf_ plotting functions
gmodel Graph the function implicit in a model
HDD_Minneapolis Heating degree days in Minneapolis, Minnesota, USA
Houses_for_sale Houses for sale
Mussels Metabolism of zebra mussels
NCI60_snippet Gene expression in cancer cells.
Oil_history Historical production of crude oil, worldwide 1880-2014
reference_values Compute sensible values from a data set for use as a baseline
response_var Extract component parts of models
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.
train Training statistical models
Trucking_jobs Earnings of workers at a trucking company.
typical_levels Find typical levels of explanatory variables in a model/dataset.
Used_Fords Prices of used Ford automobiles in 2009