metadpy.sdt.dprime#
- metadpy.sdt.dprime(data: DataFrame, stimuli: str, responses: str, hit_rate: None, fa_rate: None) float[source]#
- metadpy.sdt.dprime(data: None, stimuli: None, responses: None, hit_rate: float, fa_rate: float) float
- metadpy.sdt.dprime(data: None, stimuli: Union[list, ndarray], responses: Union[list, ndarray], hit_rate: None, fa_rate: None) float
Calculate d prime.
- Parameters
- data
Dataframe. Note that this function can also directly be used as a Pandas method, in which case this argument is no longer needed.
- hit_rate
Hit rate.
- fa_rate
False alarm rate.
- stimuli
Name of the column containing the stimuli. If None and data is a
pandas.DataFrame, will be set to Stimuli by default.- responses
Name of the column containing the responses. If None and data is a
pandas.DataFrame, will be set to Responses by default.
- Returns
- dprime
The d’ value.
- Raises
- ValueError
If stimuli and responses are not srings when providing a data frame. If no data is provided.
Notes
The d’ is a measure of the ability to discriminate a signal from noise.