数据科学中的R语言

这里是四川师范大学研究生公选课《数据科学中的R语言》的课程内容。Bookdown 版本在这里: https://bookdown.org/wangminjie/R4DS/

Name		Name	Last commit message	Last commit date
Latest commit perlatex Merge pull request #36 from iisnot/patch-1 May 4, 2025 d851939 · May 4, 2025 History 276 Commits
data		data
demo_data		demo_data
exercises		exercises
images		images
latex		latex
myfont		myfont
rsconnect		rsconnect
scripts		scripts
stan		stan
.gitignore		.gitignore
Appendix.Rmd		Appendix.Rmd
README.md		README.md
R_for_Data_Science.Rproj		R_for_Data_Science.Rproj
_bookdown.yml		_bookdown.yml
_output.yml		_output.yml
author.Rmd		author.Rmd
baseR_data_structure.Rmd		baseR_data_structure.Rmd
baseR_functions.Rmd		baseR_functions.Rmd
baseR_functions_adv.Rmd		baseR_functions_adv.Rmd
baseR_install.Rmd		baseR_install.Rmd
baseR_intro_R_old.Rmd		baseR_intro_R_old.Rmd
baseR_intro_ds.Rmd		baseR_intro_ds.Rmd
baseR_objects.Rmd		baseR_objects.Rmd
baseR_operators.Rmd		baseR_operators.Rmd
baseR_subsetting.Rmd		baseR_subsetting.Rmd
baseR_vector.Rmd		baseR_vector.Rmd
bayesian_GLMM.Rmd		bayesian_GLMM.Rmd
bayesian_categorical.Rmd		bayesian_categorical.Rmd
bayesian_glm.Rmd		bayesian_glm.Rmd
bayesian_glm_logistic-binomial.Rmd		bayesian_glm_logistic-binomial.Rmd
bayesian_hierarchical.Rmd		bayesian_hierarchical.Rmd
bayesian_inference.Rmd		bayesian_inference.Rmd
bayesian_intro_stan.Rmd		bayesian_intro_stan.Rmd
bayesian_lm.Rmd		bayesian_lm.Rmd
bayesian_mixtures.Rmd		bayesian_mixtures.Rmd
bayesian_t_test.Rmd		bayesian_t_test.Rmd
bayesian_tidybayes.Rmd		bayesian_tidybayes.Rmd
bayesian_tokyo-olympics-100m.Rmd		bayesian_tokyo-olympics-100m.Rmd
bayesian_vaccine_effectiveness.Rmd		bayesian_vaccine_effectiveness.Rmd
bayesian_workflow.Rmd		bayesian_workflow.Rmd
book.bib		book.bib
bookdown-chinese.Rproj		bookdown-chinese.Rproj
eda_ames_houseprice.Rmd		eda_ames_houseprice.Rmd
eda_anscombe.Rmd		eda_anscombe.Rmd
eda_career_decision.Rmd		eda_career_decision.Rmd
eda_caribou.Rmd		eda_caribou.Rmd
eda_covid2019.Rmd		eda_covid2019.Rmd
eda_height.Rmd		eda_height.Rmd
eda_lazyman.Rmd		eda_lazyman.Rmd
eda_mammal_species.Rmd		eda_mammal_species.Rmd
eda_migration.Rmd		eda_migration.Rmd
eda_nobel.Rmd		eda_nobel.Rmd
eda_olympics.Rmd		eda_olympics.Rmd
eda_pandas_vs_dplyr.Rmd		eda_pandas_vs_dplyr.Rmd
eda_penguins.Rmd		eda_penguins.Rmd
eda_practice.rmd		eda_practice.rmd
eda_rowwise.Rmd		eda_rowwise.Rmd
eda_rvest.Rmd		eda_rvest.Rmd
eda_stars.Rmd		eda_stars.Rmd
eda_tibbletime.Rmd		eda_tibbletime.Rmd
eda_tidygraph.Rmd		eda_tidygraph.Rmd
eda_tidytext.Rmd		eda_tidytext.Rmd
index.Rmd		index.Rmd
krantz.cls		krantz.cls
packages.bib		packages.bib
reference_answer.Rmd		reference_answer.Rmd
reference_books.Rmd		reference_books.Rmd
references.bib		references.bib
replicate_data_from_paper.Rmd		replicate_data_from_paper.Rmd
replicate_paper.Rmd		replicate_paper.Rmd
style.css		style.css
tidymodels_intro.Rmd		tidymodels_intro.Rmd
tidystats_aov.Rmd		tidystats_aov.Rmd
tidystats_broom.Rmd		tidystats_broom.Rmd
tidystats_infer.Rmd		tidystats_infer.Rmd
tidystats_lm.Rmd		tidystats_lm.Rmd
tidystats_lmm.Rmd		tidystats_lmm.Rmd
tidystats_logistic_regression.Rmd		tidystats_logistic_regression.Rmd
tidystats_marginaleffects.Rmd		tidystats_marginaleffects.Rmd
tidystats_ordinal.Rmd		tidystats_ordinal.Rmd
tidystats_poisson_regression.Rmd		tidystats_poisson_regression.Rmd
tidystats_sampling.Rmd		tidystats_sampling.Rmd
tidystats_sampling_bootstrap.Rmd		tidystats_sampling_bootstrap.Rmd
tidystats_sampling_permute.Rmd		tidystats_sampling_permute.Rmd
tidystats_sem.Rmd		tidystats_sem.Rmd
tidystats_t_test.Rmd		tidystats_t_test.Rmd
tidystats_tests_as_linear.Rmd		tidystats_tests_as_linear.Rmd
tidyverse_NA.Rmd		tidyverse_NA.Rmd
tidyverse_beauty_of_across1.Rmd		tidyverse_beauty_of_across1.Rmd
tidyverse_beauty_of_across2.Rmd		tidyverse_beauty_of_across2.Rmd
tidyverse_beauty_of_across3.Rmd		tidyverse_beauty_of_across3.Rmd
tidyverse_beauty_of_across4.Rmd		tidyverse_beauty_of_across4.Rmd
tidyverse_beauty_of_purrr1.Rmd		tidyverse_beauty_of_purrr1.Rmd
tidyverse_colwise.Rmd		tidyverse_colwise.Rmd
tidyverse_dot.Rmd		tidyverse_dot.Rmd
tidyverse_dplyr.Rmd		tidyverse_dplyr.Rmd
tidyverse_dplyr_adv.Rmd		tidyverse_dplyr_adv.Rmd
tidyverse_dplyr_apply.Rmd		tidyverse_dplyr_apply.Rmd
tidyverse_dplyr_old.Rmd		tidyverse_dplyr_old.Rmd
tidyverse_forcats.Rmd		tidyverse_forcats.Rmd
tidyverse_ggplot2_academic.Rmd		tidyverse_ggplot2_academic.Rmd
tidyverse_ggplot2_aes2.Rmd		tidyverse_ggplot2_aes2.Rmd
tidyverse_ggplot2_aes2_old.Rmd		tidyverse_ggplot2_aes2_old.Rmd
tidyverse_ggplot2_aes_eval.Rmd		tidyverse_ggplot2_aes_eval.Rmd
tidyverse_ggplot2_colors.Rmd		tidyverse_ggplot2_colors.Rmd
tidyverse_ggplot2_customize.Rmd		tidyverse_ggplot2_customize.Rmd
tidyverse_ggplot2_from_layer_to_geom.Rmd		tidyverse_ggplot2_from_layer_to_geom.Rmd
tidyverse_ggplot2_geom.Rmd		tidyverse_ggplot2_geom.Rmd
tidyverse_ggplot2_geom_old.Rmd		tidyverse_ggplot2_geom_old.Rmd
tidyverse_ggplot2_gganimate.Rmd		tidyverse_ggplot2_gganimate.Rmd
tidyverse_ggplot2_guides.Rmd		tidyverse_ggplot2_guides.Rmd
tidyverse_ggplot2_guides_override_aes.Rmd		tidyverse_ggplot2_guides_override_aes.Rmd
tidyverse_ggplot2_pass_function_to_parameters.Rmd		tidyverse_ggplot2_pass_function_to_parameters.Rmd
tidyverse_ggplot2_scales.Rmd		tidyverse_ggplot2_scales.Rmd
tidyverse_ggplot2_stat_layer.Rmd		tidyverse_ggplot2_stat_layer.Rmd
tidyverse_ggplot2_theme.Rmd		tidyverse_ggplot2_theme.Rmd
tidyverse_purrr.Rmd		tidyverse_purrr.Rmd
tidyverse_purrr_adv.Rmd		tidyverse_purrr_adv.Rmd
tidyverse_readr.Rmd		tidyverse_readr.Rmd
tidyverse_rmarkdown.Rmd		tidyverse_rmarkdown.Rmd
tidyverse_stringr.Rmd		tidyverse_stringr.Rmd
tidyverse_styler.Rmd		tidyverse_styler.Rmd
tidyverse_tibble.Rmd		tidyverse_tibble.Rmd
tidyverse_tidyeval.Rmd		tidyverse_tidyeval.Rmd
tidyverse_tidyr.Rmd		tidyverse_tidyr.Rmd
tidyverse_tidyr2.Rmd		tidyverse_tidyr2.Rmd
tidyverse_tips.Rmd		tidyverse_tips.Rmd
tidyverse_workflow.rmd		tidyverse_workflow.rmd
toc.css		toc.css

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