R: Power Analysis for Differential Expression Studies

# Power Analysis for Differential Expression Studies

## Documentation for package ‘depower’ version 2026.1.30

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

add_power_ci | Add confidence intervals for power estimates
add_power_pi | Add Bayesian posterior predictive intervals for power estimates
asymptotic | Test statistic distribution under the null
distribution | Test statistic distribution under the null
eval_power_ci | Evaluate confidence intervals for power estimates
eval_power_pi | Evaluate Bayesian posterior predictive intervals for power estimates
glmm_bnb | GLMM for BNB ratio of means
glmm_poisson | GLMM for Poisson ratio of means
glm_nb | GLM for NB ratio of means
lrt_bnb | Likelihood ratio test for BNB ratio of means
lrt_nb | Likelihood ratio test for NB ratio of means
mle_bnb | MLE for BNB
mle_bnb_alt | MLE for BNB
mle_bnb_null | MLE for BNB
mle_nb | MLE for NB
mle_nb_alt | MLE for NB
mle_nb_null | MLE for NB
nll_bnb | Negative log-likelihood for BNB
nll_bnb_alt | Negative log-likelihood for BNB
nll_bnb_null | Negative log-likelihood for BNB
nll_nb | Negative log-likelihood for NB
nll_nb_alt | Negative log-likelihood for NB
nll_nb_null | Negative log-likelihood for NB
plot.depower | Plot power objects
power | Simulated power
simulated | Test statistic distribution under the null
sim_bnb | Simulate BNB data
sim_log_lognormal | Simulate log-transformed lognormal data
sim_nb | Simulate NB data
t_test_paired | Paired and one-sample t-Tests
t_test_welch | Welch's t-Test
wald_test_bnb | Wald test for BNB ratio of means
wald_test_nb | Wald test for NB ratio of means