Class prob_cond_mdim_indep (o2scl)¶
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template<class vec_t = boost::numeric::ublas::vector<double>>
class prob_cond_mdim_indep : public o2scl::prob_cond_mdim<boost::numeric::ublas::vector<double>>¶ A multi-dimensional conditional probability density function independent of the input.
The conditional probability, \( P(A|B) = P(A,B)/P(B) \). If the joint probability is factorizable because the events \( A \) and \( B \) are independent, i.e. \( P(A,B) = P(A) P(B) \), then \( P(A|B) = P(A) \) and is independent of \( B \). This class handles that particular case.
This class is experimental.
Public Functions
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inline prob_cond_mdim_indep(prob_dens_mdim<vec_t> &out)¶
Create a conditional probability distribution based on the specified probability distribution.
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inline prob_cond_mdim_indep(const prob_cond_mdim_indep &pcmi)¶
Copy constructor.
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inline prob_cond_mdim_indep &operator=(const prob_cond_mdim_indep &pcmi)¶
Copy constructor with operator=.
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inline virtual size_t dim() const¶
The dimensionality.
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inline virtual double pdf(const vec_t &x_B, const vec_t &x_A) const¶
The conditional probability of x_A given x_B, i.e. \( P(A|B) \).
Protected Attributes
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prob_dens_mdim<vec_t> &base¶
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inline prob_cond_mdim_indep(prob_dens_mdim<vec_t> &out)¶