Package: inferr 0.3.2.9000

Aravind Hebbali

inferr: Inferential Statistics

Select set of parametric and non-parametric statistical tests. 'inferr' builds upon the solid set of statistical tests provided in 'stats' package by including additional data types as inputs, expanding and restructuring the test results. The tests included are t tests, variance tests, proportion tests, chi square tests, Levene's test, McNemar Test, Cochran's Q test and Runs test.

Authors:Aravind Hebbali [aut, cre]

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NEWS

# Install 'inferr' in R:
install.packages('inferr', repos = c('https://rsquaredacademy.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/rsquaredacademy/inferr/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • exam - Dummy data set for Cochran's Q test
  • hsb - High School and Beyond Data Set
  • treatment - Dummy data set for 2 Sample Proportion test
  • treatment2 - Dummy data set for 2 Sample Proportion test

On CRAN:

inferenceinferential-statisticsnon-parametricparametricstatistical-tests

6.11 score 37 stars 35 scripts 272 downloads 38 exports 3 dependencies

Last updated 11 days agofrom:ac5d4ee796. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-win-x86_64OKNov 11 2024
R-4.5-linux-x86_64OKNov 11 2024
R-4.4-win-x86_64OKNov 11 2024
R-4.4-mac-x86_64OKNov 11 2024
R-4.4-mac-aarch64OKNov 11 2024
R-4.3-win-x86_64OKNov 11 2024
R-4.3-mac-x86_64OKNov 11 2024
R-4.3-mac-aarch64OKNov 11 2024

Exports:ifr_binom_calcifr_binom_testifr_chisq_assoc_testifr_chisq_gof_testifr_cochran_qtestifr_launch_shiny_appifr_levene_testifr_mcnemar_testifr_oneway_anovaifr_os_prop_testifr_os_t_testifr_os_var_testifr_runs_testifr_ts_ind_ttestifr_ts_paired_ttestifr_ts_prop_calcifr_ts_prop_groupifr_ts_prop_testifr_ts_var_testinfer_binom_calcinfer_binom_testinfer_chisq_assoc_testinfer_chisq_gof_testinfer_cochran_qtestinfer_launch_shiny_appinfer_levene_testinfer_mcnemar_testinfer_oneway_anovainfer_os_prop_testinfer_os_t_testinfer_os_var_testinfer_runs_testinfer_ts_ind_ttestinfer_ts_paired_ttestinfer_ts_prop_calcinfer_ts_prop_grpinfer_ts_prop_testinfer_ts_var_test

Dependencies:data.tablemagrittrRcpp

Introduction to inferr

Rendered fromintro.Rmdusingknitr::rmarkdownon Nov 11 2024.

Last update: 2024-11-08
Started: 2017-01-10

Readme and manuals

Help Manual

Help pageTopics
Dummy data set for Cochran's Q testexam
High School and Beyond Data Sethsb
Binomial Testifr_binom_calc ifr_binom_test infer_binom_calc infer_binom_test
Chi Square Test of Associationifr_chisq_assoc_test infer_chisq_assoc_test
Chi Square Goodness of Fit Testifr_chisq_gof_test infer_chisq_gof_test
Cochran Q Testifr_cochran_qtest infer_cochran_qtest
Launch Shiny Appifr_launch_shiny_app infer_launch_shiny_app
Levene's test for equality of variancesifr_levene_test ifr_levene_test.default infer_levene_test
McNemar Testifr_mcnemar_test infer_mcnemar_test
One Way ANOVAifr_oneway_anova infer_oneway_anova
One Sample Test of Proportionifr_os_prop_test ifr_os_prop_test.default infer_os_prop_test
One Sample t Testifr_os_t_test infer_os_t_test
One Sample Variance Comparison Testifr_os_var_test infer_os_var_test
Test for Random Orderifr_runs_test infer_runs_test
Two Independent Sample t Testifr_ts_ind_ttest infer_ts_ind_ttest
Paired t testifr_ts_paired_ttest infer_ts_paired_ttest
Two Sample Test of Proportionifr_ts_prop_calc ifr_ts_prop_group ifr_ts_prop_test infer_ts_prop_calc infer_ts_prop_grp infer_ts_prop_test
Two Sample Variance Comparison Testifr_ts_var_test infer_ts_var_test
Dummy data set for 2 Sample Proportion testtreatment
Dummy data set for 2 Sample Proportion testtreatment2