General
PromptBeginner5 minmarkdown
- Direction: `direction = both` (default)
`forward`
0
Explore
Find agent skills by outcome
121,083 skills indexed with the new KISS metadata standard.
Showing 24 of 121,083Categories: General, Creative, Data
Creative
PromptBeginner5 minmarkdown
- `aov` is a wrapper around `lm` that stores extra info for balanced ANOVA. For unbalanced designs
Type I SS (sequential) are computed — order of terms matters.
0
Creative
PromptBeginner5 minmarkdown
- Self-starting models (`SSlogis`
`SSasymp`
0
General
PromptBeginner5 minmarkdown
- For Type III SS
use `car::Anova()` or set contrasts to `contr.sum`/`contr.helmert`.
0
General
PromptBeginner5 minmarkdown
- `anova(glm_obj
test = Chisq)` for deviance-based tests; `F` is invalid for non-Gaussian families.
0
General
PromptBeginner5 minmarkdown
- Quasi-families (`quasibinomial`
`quasipoisson`) allow overdispersion — no AIC is computed.
0
General
PromptBeginner5 minmarkdown
- `weights` in `glm` means **prior weights** (not frequency weights) — for frequency weights
use the cbind trick or offset.
0
General
PromptBeginner5 minmarkdown
- `binomial` accepts response as: 0/1 vector
logical
0
General
PromptBeginner5 minmarkdown
- Common families: `binomial(link = logit)`
`poisson(link = log)`
0
General
PromptBeginner5 minmarkdown
- Default `family = gaussian(link = identity)` — `glm()` with no `family` silently fits OLS (same as `lm`
but slower and with deviance-based output).
0
Creative
PromptBeginner5 minmarkdown
- `model.matrix` creates the design matrix including dummy coding. Default contrasts: `contr.treatment` for unordered factors
`contr.poly` for ordered.
0
General
PromptBeginner5 minmarkdown
- Column names from `model.matrix` can be surprising: e.g.
`factorLevelName` concatenation.
0
General
PromptBeginner5 minmarkdown
- `terms` object attributes: `order` (interaction order per term)
`intercept`
0
General
PromptBeginner5 minmarkdown
> Non-obvious behaviors
gotchas
0
General
PromptBeginner5 minmarkdown
- `I()` is required to use arithmetic operators literally: `y ~ x + I(x^2)`. Without `I()`
`^` means interaction crossing.
0
General
PromptBeginner5 minmarkdown
- Captures output from `cat`
`print`
0
General
PromptBeginner5 minmarkdown
- `as.is = TRUE` (recommended): keeps characters as character
not factor.
0
General
PromptBeginner5 minmarkdown
- Converts character vectors to appropriate types (logical
integer
0
General
PromptBeginner5 minmarkdown
- `formatC(x
format = f
0
General
PromptBeginner5 minmarkdown
- `which = both` (default)
`left`
0
General
PromptBeginner5 minmarkdown
- `format(x
digits
0
Creative
PromptBeginner5 minmarkdown
- `substr(x
start
0
General
PromptBeginner5 minmarkdown
- Assignment form: `substr(x
1
0
General
PromptBeginner5 minmarkdown
- `substring(x
first
0