Package: LSTbook 0.6.1
Daniel Kaplan
LSTbook: Data and Software for "Lessons in Statistical Thinking"
"Lessons in Statistical Thinking" D.T. Kaplan (2014) <https://dtkaplan.github.io/Lessons-in-statistical-thinking/> is a textbook for a first or second course in statistics that embraces data wrangling, causal reasoning, modeling, statistical adjustment, and simulation. 'LSTbook' supports the student-centered, tidy, pipeline-oriented computing style featured in the book.
Authors:
LSTbook_0.6.1.tar.gz
LSTbook_0.6.1.zip(r-4.5)LSTbook_0.6.1.zip(r-4.4)LSTbook_0.6.1.zip(r-4.3)
LSTbook_0.6.1.tgz(r-4.4-any)LSTbook_0.6.1.tgz(r-4.3-any)
LSTbook_0.6.1.tar.gz(r-4.5-noble)LSTbook_0.6.1.tar.gz(r-4.4-noble)
LSTbook_0.6.1.tgz(r-4.4-emscripten)LSTbook_0.6.1.tgz(r-4.3-emscripten)
LSTbook.pdf |LSTbook.html✨
LSTbook/json (API)
NEWS
| # Install 'LSTbook' in R: |
| install.packages('LSTbook', repos = c('https://homerhanumat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dtkaplan/lstbook/issues
- AAUP - 1984 salaries in various professional fields
- Anthro_F - Anthropometric data from college-aged women
- Big - Short, simple data frames for textbook examples
- Birdkeepers - Birdkeeping and Lung Cancer
- Births2022 - Records on births in the US in 2022
- Boston_marathon - Winning times in the Boston Marathon
- Butterfly - World records in the 100 & 200 m butterfly swim
- CRDS - Smoking and lung function among youths
- Calif_precip - Annual precipitation in California locations
- Callback - Resume Experiment Data
- Clock_auction - Data from McClave-Sincich _Statistics_ 11/e
- College_grades - Grades at a small college
- Dowsing - Data from McClave-Sincich _Statistics_ 11/e
- Econ_outlook_poll - SIMULATED data from an economic outlook poll
- FARS - Annual summaries concerning motor-vehicle related fatalities in the US#'
- Framingham - Data from the Framingham heart study
- Geography_journals - Data from McClave-Sincich _Statistics_ 11/e
- Germany1933vote - Voting patterns in the 1933 German national election
- 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
- Hill_racing - Winning times in Scottish Hill races, 2005-2017
- MPG - Fuel economy measurements on US car models
- McCredie_Kurtz - "Big Five" personality ratings for college first-year students
- Monocacy_river - Data on run-off from the Monocacy river at Jug Bridge, Maryland.
- Names_and_race - Resume Experiment Data
- Nats - Short, simple data frames for textbook examples
- Offspring - Relative sizes offspring/parent for many species
- Orings - Space Shuttle O-Ring Failures
- PGA_index - Data from McClave-Sincich _Statistics_ 11/e
- PIDD - Pima Indians Diabetes Database
- Penguins - Body measurements on penguins
- STAR - STAR Project Data
- Sessions - Sample from a college registrar's database
- Shipping_losses - Shipping losses in 1941 in the Atlantic
- Tiny - Short, simple data frames for textbook examples
- 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
- Wheat - Experimental data on the yield of winter wheat
- 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_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_
Last updated 2 days agofrom:ad23ecfc26. Checks:OK: 3 NOTE: 4. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 22 2024 |
| R-4.5-win | OK | Dec 22 2024 |
| R-4.5-linux | OK | Dec 22 2024 |
| R-4.4-win | NOTE | Dec 22 2024 |
| R-4.4-mac | NOTE | Dec 22 2024 |
| R-4.3-win | NOTE | Dec 22 2024 |
| R-4.3-mac | NOTE | Dec 22 2024 |
Exports:add_plot_labelsadd_slope_roseadd_violin_ruleranova_summarybernoulliblock_bycat2valuecategoricalconf_intervaldag_drawdatasim_intervenedatasim_makedatasim_runeachlabel_zero_onemix_withmodel_evalmodel_plotmodel_skeletonmodel_trainmodel_valuesntilespoint_plotR2random_levelsrandom_termsregression_summaryresampletake_sampletrialszero_one
Dependencies:backportsbroomclicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
{LSTbook}: R package for the book Lessons in Statistical Thinking
Rendered fromLSTbook.Rmdusingknitr::rmarkdownon Dec 22 2024.Last update: 2024-12-05
Started: 2024-02-02
Simulating data with Directed Acyclic Graphs
Rendered fromDAGs.Rmdusingknitr::rmarkdownon Dec 22 2024.Last update: 2024-05-07
Started: 2023-12-08
Training models
Rendered frommodeling.Rmdusingknitr::rmarkdownon Dec 22 2024.Last update: 2024-12-05
Started: 2023-09-26
