1 #ifndef STATISTICS_LOGISTIC_MODEL_H 2 #define STATISTICS_LOGISTIC_MODEL_H 18 Real Evaluate(
const Vector& x)
const;
19 Real EvaluateExpectation(
const Vector& x,
int numSamples=20)
const;
20 Real EvaluateVariance(
const Vector& x,
int numSamples=20)
const;
23 void MaximumLikelihood(
const std::vector<Vector>& x,
const std::vector<bool>& v,
int numIters,Real tol);
29 std::ostream& operator << (std::ostream& out,
const LogisticModel& model);
30 std::istream& operator >> (std::istream& in,
LogisticModel& model);
Contains all definitions in the statistics directory.
Definition: BernoulliDistribution.h:6
Basic statistical utilities.
Models the probability of a boolean outcome using a logit.
Definition: LogisticModel.h:14