Data and Software for "Lessons in Statistical Thinking"
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Documentation for package ‘LSTbook’ version 0.6
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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 |