| | 16 | } |
| | 17 | |
| | 18 | Coms = Coms0; |
| | 19 | |
| | 20 | if ( isnamed ) epdf::set_rv ( tmp_rv ); //coms aer already OK, no need for set_rv |
| | 21 | } |
| | 22 | |
| | 23 | vec emix::sample() const { |
| | 24 | //Sample which component |
| | 25 | vec cumDist = cumsum ( w ); |
| | 26 | double u0; |
| | 27 | #pragma omp critical |
| | 28 | u0 = UniRNG.sample(); |
| | 29 | |
| | 30 | int i = 0; |
| | 31 | while ( ( cumDist ( i ) < u0 ) && ( i < ( w.length() - 1 ) ) ) { |
| | 32 | i++; |
| | 33 | } |
| | 34 | |
| | 35 | return Coms ( i )->sample(); |
| | 36 | } |
| | 37 | |
| | 38 | shared_ptr<epdf> emix::marginal ( const RV &rv ) const { |
| | 39 | emix *tmp = new emix(); |
| | 40 | shared_ptr<epdf> narrow(tmp); |
| | 41 | marginal ( rv, *tmp ); |
| | 42 | return narrow; |
| | 43 | } |
| | 44 | |
| | 45 | void emix::marginal ( const RV &rv, emix &target ) const { |
| | 46 | it_assert_debug ( isnamed(), "rvs are not assigned" ); |
| | 47 | |
| | 48 | Array<shared_ptr<epdf> > Cn ( Coms.length() ); |
| | 49 | for ( int i = 0; i < Coms.length(); i++ ) { |
| | 50 | Cn ( i ) = Coms ( i )->marginal ( rv ); |
| | 51 | } |
| | 52 | |
| | 53 | target.set_parameters ( w, Cn ); |
| | 54 | } |
| | 55 | |
| | 56 | shared_ptr<mpdf> emix::condition ( const RV &rv ) const { |
| | 57 | it_assert_debug ( isnamed(), "rvs are not assigned" ); |
| | 58 | mratio *tmp = new mratio ( this, rv ); |
| | 59 | return shared_ptr<mpdf>(tmp); |
| | 60 | } |
| | 61 | |
| | 62 | void egiwmix::set_parameters ( const vec &w0, const Array<egiw*> &Coms0, bool copy ) { |
| | 63 | w = w0 / sum ( w0 ); |
| | 64 | dim = Coms0 ( 0 )->dimension(); |
| | 65 | int i; |
| | 66 | for ( i = 0; i < w.length(); i++ ) { |
| | 67 | it_assert_debug ( dim == ( Coms0 ( i )->dimension() ), "Component sizes do not match!" ); |
| 28 | | if ( isnamed ) epdf::set_rv ( tmp_rv ); //coms aer already OK, no need for set_rv |
| 29 | | } |
| 30 | | |
| 31 | | vec emix::sample() const { |
| 32 | | //Sample which component |
| 33 | | vec cumDist = cumsum ( w ); |
| 34 | | double u0; |
| 35 | | #pragma omp critical |
| 36 | | u0 = UniRNG.sample(); |
| 37 | | |
| 38 | | int i = 0; |
| 39 | | while ( ( cumDist ( i ) < u0 ) && ( i < ( w.length() - 1 ) ) ) { |
| 40 | | i++; |
| 41 | | } |
| 42 | | |
| 43 | | return Coms ( i )->sample(); |
| 44 | | } |
| 45 | | |
| 46 | | emix* emix::marginal ( const RV &rv ) const { |
| 47 | | it_assert_debug ( isnamed(), "rvs are not assigned" ); |
| 48 | | |
| 49 | | Array<epdf*> Cn ( Coms.length() ); |
| 50 | | for ( int i = 0; i < Coms.length(); i++ ) { |
| 51 | | Cn ( i ) = Coms ( i )->marginal ( rv ); |
| 52 | | } |
| 53 | | emix* tmp = new emix(); |
| 54 | | tmp->set_parameters ( w, Cn, false ); |
| 55 | | tmp->ownComs(); |
| 56 | | return tmp; |
| 57 | | } |
| 58 | | |
| 59 | | mratio* emix::condition ( const RV &rv ) const { |
| 60 | | it_assert_debug ( isnamed(), "rvs are not assigned" ); |
| 61 | | return new mratio ( this, rv ); |
| 62 | | }; |
| 63 | | |
| 64 | | void egiwmix::set_parameters ( const vec &w0, const Array<egiw*> &Coms0, bool copy ) { |
| 65 | | w = w0 / sum ( w0 ); |
| 66 | | dim = Coms0 ( 0 )->dimension(); |
| 67 | | int i; |
| 68 | | for ( i = 0; i < w.length(); i++ ) { |
| 69 | | it_assert_debug ( dim == ( Coms0 ( i )->dimension() ), "Component sizes do not match!" ); |
| 70 | | } |
| 71 | | if ( copy ) { |
| 72 | | Coms.set_length ( Coms0.length() ); |
| 73 | | for ( i = 0; i < w.length(); i++ ) { |
| 74 | | it_error ( "Not imp..." ); |
| 75 | | *Coms ( i ) = *Coms0 ( i ); |
| 76 | | } |
| 77 | | destroyComs = true; |
| 78 | | } else { |
| 79 | | Coms = Coms0; |
| 80 | | destroyComs = false; |
| 81 | | } |