**Daily update | 18 May, 2023**

# StackExchange

#### Good references on communicating the results of a statistical analysis to laypeople or non-expert stakeholders?

**Source:** stats**Views:** 147**Score:** 5**Tags:** references reporting communication

#### When dealing with data imbalance, shouldn't we never compare models based on validation loss, or at least weight it?

**Source:** stats**Views:** 152**Score:** 4**Tags:** optimization loss-functions unbalanced-classes validation model-comparison

#### How to estimate bias-corrected variance of a half-normal distribution?

**Source:** stats**Views:** 89**Score:** 3**Tags:** normal-distribution variance bias-correction

#### Why are Bayesian mixed-effects models (e.g., brms) more able to estimate complex models than Frequentist mixed models (e.g., lme4)?

**Source:** stats**Views:** 26**Score:** 2**Tags:** r bayesian mixed-model multilevel-analysis frequentist

#### How to conduct repeated measures Anova when there are two within factors but I am only interested in the effect of one factor?

**Source:** stats**Views:** 18**Score:** 2**Tags:** r mixed-model anova repeated-measures experiment-design