README.md

In jamesijw23/stat_calpoly_package: Allows students to program using less complex functions

stat_calpoly_package

I have created wrapper functions to help teach statistics where coding is not the primary or secondary focus.

Visualizing Data Functions

• bar_plot - plot only 1 qualitative variable
• box_plot - plot only 1 quantitative variable
• histogram_plot - plot only 1 quantitative variable
• normal_plots_check - plot Normal Distributions
• scatter_plot - plot the relationship between two quantitative variable
• time_series_analysis - perform a time series analysis

Summarizing Data Functions

• summarize_anova - summarize data regarding One-Way ANOVA
• summarize_one_qual_variable - Select one qualitative variables to summarize
• summarize_one_quant_variable - Select one quantitative variables to summarize
• summarize_slr - summarize data regarding simple linear regression
• summarize_two_qual_variable - Select two qualitative variables to summarize

Available Data Sets (Short List)

• amazon_stock_data
• apple_stock_data
• blackrock_stock_data
• college_data
• csuuc_data
• degrees_that_pay_back
• diastolic_data
• food_coded_data
• game_info_adult_df
• game_info_teen_df
• gas_data
• gpa_data
• happiness_2017_data
• homes_data
• kb_season_1
• kb_season_3
• king_county_data
• lj_season_1
• lj_season_3
• mj_season_1
• mj_season_3
• mj_shoe_data
• mmm_stock_data
• mod9_great_players_df
• mtcars_data
• nba_data
• nba_season_1
• netflix_stock_data
• nfl_data
• personalized_music_taste_data
• sc_season_1
• sc_season_3
• spotify_data
• students_performance_data
• systolic_data
• team_abbrev_df
• titanic_data
• titanic_mod_data
• ucla_data
• weight_data

jamesijw23/stat_calpoly_package documentation built on Feb. 19, 2024, 5:31 p.m.