Description Usage Arguments Value
Hypothesis tests and confidence intervals
1 2 3 4 5 6 7 8 | inference(y, x = NULL, data, type = c("ci", "ht"), statistic = c("mean",
"median", "proportion"), success = NULL, order = NULL,
method = c("theoretical", "simulation"), null = NULL,
alternative = c("less", "greater", "twosided"), sig_level = 0.05,
conf_level = 0.95, boot_method = c("perc", "se"), nsim = 15000,
seed = NULL, verbose = TRUE, show_var_types = verbose,
show_summ_stats = verbose, show_eda_plot = verbose,
show_inf_plot = verbose, show_res = verbose)
|
y |
Response variable, can be numerical or categorical |
x |
Explanatory variable, categorical (optional) |
data |
Name of data frame that y and x are in |
type |
of inference; "ci" (confidence interval) or "ht" (hypothesis test) |
statistic |
parameter to estimate: mean, median, or proportion |
success |
which level of the categorical variable to call "success", i.e. do inference on |
order |
when x is given, order of levels of x in which to subtract parameters |
method |
of inference; "theoretical" (CLT based) or "simulation" (randomization/bootstrap) |
null |
null value for a hypothesis test |
alternative |
direction of the alternative hypothesis; "less","greater", or "twosided" |
sig_level |
significance level, value between 0 and 1 (used only for ANOVA to determine if posttests are necessary) |
conf_level |
confidence level, value between 0 and 1 |
boot_method |
bootstrap method; "perc" (percentile) or "se" (standard error) |
nsim |
number of simulations |
seed |
seed to be set, default is NULL |
verbose |
whether output should be verbose or not, default is TRUE |
show_var_types |
print variable types, set to verbose by default |
show_summ_stats |
print summary stats, set to verbose by default |
show_eda_plot |
print EDA plot, set to verbose by default |
show_inf_plot |
print inference plot, set to verbose by default |
show_res |
print results, set to verbose by default |
Results of inference task performed
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