# Data and Software for "Lessons in Statistical Thinking"

## Documentation for package ‘LSTbook’ version 0.6

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

A B C D E F G H L M N O P R S T U W Z

## -- A --

AAUP | 1984 salaries in various professional fields
add_plot_labels | Convenience function for adding labels to point_plot or others without needing the ggplot2 + pipe.
add_slope_rose | Add a slope "rose" to a plot.
add_violin_ruler | Add a slope "rose" to a plot.
anova_summary | Summaries of regression models
Anthro_F | Anthropometric data from college-aged women

## -- B --

bernoulli | Helpers for specifying nodes in simulations
Big | Short, simple data frames for textbook examples
Birdkeepers | Birdkeeping and Lung Cancer
Births2022 | Records on births in the US in 2022
block_by | Helpers for specifying nodes in simulations
Boston_marathon | Winning times in the Boston Marathon
Butterfly | World records in the 100 & 200 m butterfly swim

## -- C --

Calif_precip | Annual precipitation in California locations
Callback | Resume Experiment Data
cat2value | Helpers for specifying nodes in simulations
categorical | Helpers for specifying nodes in simulations
Clock_auction | Data from McClave-Sincich _Statistics_ 11/e
College_grades | Grades at a small college
conf_interval | Summaries of regression models
CRDS | Smoking and lung function among youths

## -- D --

dag_draw | Draw a DAG
datasim_intervene | Construct and modify data simulations
datasim_make | Construct and modify data simulations
datasim_run | Run a datasim simulation, producing a data frame
datasim_to_igraph | Construct and modify data simulations
Dowsing | Data from McClave-Sincich _Statistics_ 11/e

## -- E --

each | Helpers for specifying nodes in simulations
Econ_outlook_poll | SIMULATED data from an economic outlook poll
explanatory_vars | Utilities

## -- F --

FARS | Annual summaries concerning motor-vehicle related fatalities in the US#'
formula_from_mod | Utilities
Framingham | Data from the Framingham heart study

## -- G --

Geography_journals | Data from McClave-Sincich _Statistics_ 11/e
Germany1933vote | Voting patterns in the 1933 German national election
get_training_data | Utilities
Gilbert | Data from the trial of serial killer Kristen Gilbert
Go_vote | Get out the vote experiment
Gradepoint | Sample from a college registrar's database
Grades | Sample from a college registrar's database

## -- H --

Hill_racing | Winning times in Scottish Hill races, 2005-2017

## -- L --

label_zero_one | Zero-one transformation for categorical variable

## -- M --

McClave_Sincich | Data from McClave-Sincich _Statistics_ 11/e
McCredie_Kurtz | "Big Five" personality ratings for college first-year students
mix_with | Helpers for specifying nodes in simulations
model_eval | Evaluate a model on inputs
model_eval_fun | Helper functions to evaluate models
model_family | Check model type against model specification and data
model_plot | Graph a model function
model_skeleton | Convert a model to a skeleton
model_train | train a model, easily
model_values | Construct a model and return the model values
Monocacy_river | Data on run-off from the Monocacy river at Jug Bridge, Maryland.
mosaic_cull_for_do | Cull objects used with do()
MPG | Fuel economy measurements on US car models

## -- N --

Names_and_race | Resume Experiment Data
Nats | Short, simple data frames for textbook examples
ntiles | Create vector based on roughly equally sized groups

## -- O --

Offspring | Relative sizes offspring/parent for many species
Orings | Space Shuttle O-Ring Failures

## -- P --

Penguins | Body measurements on penguins
PGA_index | Data from McClave-Sincich _Statistics_ 11/e
PIDD | Pima Indians Diabetes Database
point_plot | One-step data graphics
print.datasim | Nice printing of some internal objects
print.model_object | A printing method for model objects

## -- R --

R2 | Summaries of regression models
random_levels | Helpers for specifying nodes in simulations
random_terms | Create columns with random numbers for modeling
Registrar | Sample from a college registrar's database
regression_summary | Summaries of regression models
resample | Samples from various kinds of objects
response_values | Utilities
response_var | Utilities

## -- S --

Sessions | Sample from a college registrar's database
Shipping_losses | Shipping losses in 1941 in the Atlantic
sim_00 | Simulations for use in _Lessons in Statistical Thinking_
sim_01 | Simulations for use in _Lessons in Statistical Thinking_
sim_02 | Simulations for use in _Lessons in Statistical Thinking_
sim_03 | Simulations for use in _Lessons in Statistical Thinking_
sim_04 | Simulations for use in _Lessons in Statistical Thinking_
sim_05 | Simulations for use in _Lessons in Statistical Thinking_
sim_06 | Simulations for use in _Lessons in Statistical Thinking_
sim_07 | Simulations for use in _Lessons in Statistical Thinking_
sim_08 | Simulations for use in _Lessons in Statistical Thinking_
sim_09 | Simulations for use in _Lessons in Statistical Thinking_
sim_10 | Simulations for use in _Lessons in Statistical Thinking_
sim_11 | Simulations for use in _Lessons in Statistical Thinking_
sim_12 | Simulations for use in _Lessons in Statistical Thinking_
sim_flights | Simulations for use in _Lessons in Statistical Thinking_
sim_medical_observations | Simulations for use in _Lessons in Statistical Thinking_
sim_objects | Simulations for use in _Lessons in Statistical Thinking_
sim_prob_21.1 | Simulations for use in _Lessons in Statistical Thinking_
sim_satgpa | Simulations for use in _Lessons in Statistical Thinking_
sim_school1 | Simulations for use in _Lessons in Statistical Thinking_
sim_school2 | Simulations for use in _Lessons in Statistical Thinking_
sim_vaccine | Simulations for use in _Lessons in Statistical Thinking_
split_tilde | Evaluate a tilde expression on a data frame
STAR | STAR Project Data

## -- T --

take_sample | Samples from various kinds of objects
take_sample.default | Samples from various kinds of objects
Tiny | Short, simple data frames for textbook examples
trials | Run the left side of the pipeline multiple times.

## -- U --

UCB_applicants | Roster of applicants to six major departments at UC Berkeley
US_wildfires | Monthly tallies of wildfires in the US from 2000 to 2022

## -- W --

Wheat | Experimental data on the yield of winter wheat

## -- Z --

zero_one | Zero-one transformation for categorical variable