ExperimentType

class pymc_marketing.mmm.experiment.ExperimentType(value)

Supported CausalPy experiment types.

Maps short aliases to CausalPy experiment class names.

Attributes:

ITSstr

Interrupted Time Series.

SCstr

Synthetic Control.

DIDstr

Difference-in-Differences.

RDstr

Regression Discontinuity.

Methods

ExperimentType.encode(/[, encoding, errors])	Encode the string using the codec registered for encoding.
ExperimentType.replace(old, new[, count])	Return a copy with all occurrences of substring old replaced by new.
ExperimentType.split(/[, sep, maxsplit])	Return a list of the substrings in the string, using sep as the separator string.
ExperimentType.rsplit(/[, sep, maxsplit])	Return a list of the substrings in the string, using sep as the separator string.
ExperimentType.join(iterable, /)	Concatenate any number of strings.
ExperimentType.capitalize(/)	Return a capitalized version of the string.
ExperimentType.casefold(/)	Return a version of the string suitable for caseless comparisons.
ExperimentType.title(/)	Return a version of the string where each word is titlecased.
ExperimentType.center(width[, fillchar])	Return a centered string of length width.
ExperimentType.count(sub[, start[, end]])	Return the number of non-overlapping occurrences of substring sub in string S[start:end].
ExperimentType.expandtabs(/[, tabsize])	Return a copy where all tab characters are expanded using spaces.
ExperimentType.find(sub[, start[, end]])	Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end].
ExperimentType.partition(sep, /)	Partition the string into three parts using the given separator.
ExperimentType.index(sub[, start[, end]])	Return the lowest index in S where substring sub is found, such that sub is contained within S[start:end].
ExperimentType.ljust(width[, fillchar])	Return a left-justified string of length width.
ExperimentType.lower(/)	Return a copy of the string converted to lowercase.
ExperimentType.lstrip([chars])	Return a copy of the string with leading whitespace removed.
ExperimentType.rfind(sub[, start[, end]])	Return the highest index in S where substring sub is found, such that sub is contained within S[start:end].
ExperimentType.rindex(sub[, start[, end]])	Return the highest index in S where substring sub is found, such that sub is contained within S[start:end].
ExperimentType.rjust(width[, fillchar])	Return a right-justified string of length width.
ExperimentType.rstrip([chars])	Return a copy of the string with trailing whitespace removed.
ExperimentType.rpartition(sep, /)	Partition the string into three parts using the given separator.
ExperimentType.splitlines(/[, keepends])	Return a list of the lines in the string, breaking at line boundaries.
ExperimentType.strip([chars])	Return a copy of the string with leading and trailing whitespace removed.
ExperimentType.swapcase(/)	Convert uppercase characters to lowercase and lowercase characters to uppercase.
ExperimentType.translate(table, /)	Replace each character in the string using the given translation table.
ExperimentType.upper(/)	Return a copy of the string converted to uppercase.
ExperimentType.startswith(prefix[, start[, end]])	Return True if S starts with the specified prefix, False otherwise.
ExperimentType.endswith(suffix[, start[, end]])	Return True if S ends with the specified suffix, False otherwise.
ExperimentType.removeprefix(prefix, /)	Return a str with the given prefix string removed if present.
ExperimentType.removesuffix(suffix, /)	Return a str with the given suffix string removed if present.
ExperimentType.isascii(/)	Return True if all characters in the string are ASCII, False otherwise.
ExperimentType.islower(/)	Return True if the string is a lowercase string, False otherwise.
ExperimentType.isupper(/)	Return True if the string is an uppercase string, False otherwise.
ExperimentType.istitle(/)	Return True if the string is a title-cased string, False otherwise.
ExperimentType.isspace(/)	Return True if the string is a whitespace string, False otherwise.
ExperimentType.isdecimal(/)	Return True if the string is a decimal string, False otherwise.
ExperimentType.isdigit(/)	Return True if the string is a digit string, False otherwise.
ExperimentType.isnumeric(/)	Return True if the string is a numeric string, False otherwise.
ExperimentType.isalpha(/)	Return True if the string is an alphabetic string, False otherwise.
ExperimentType.isalnum(/)	Return True if the string is an alpha-numeric string, False otherwise.
ExperimentType.isidentifier(/)	Return True if the string is a valid Python identifier, False otherwise.
ExperimentType.isprintable(/)	Return True if the string is printable, False otherwise.
ExperimentType.zfill(width, /)	Pad a numeric string with zeros on the left, to fill a field of the given width.
ExperimentType.format(*args, **kwargs)	Return a formatted version of S, using substitutions from args and kwargs.
ExperimentType.format_map(mapping)	Return a formatted version of S, using substitutions from mapping.
ExperimentType.maketrans
ExperimentType.get_experiment_class()	Return the CausalPy experiment class for this type.
ExperimentType.__init__(*args, **kwds)

Attributes

ITS
SC
DID
RD