Cosmetic changes.
parent
6265a6d2b1
commit
90f5fc72c9
GPG Key ID:
295C1FE89E17EB3C
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@ -7,20 +7,20 @@ classdef dprior
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p4 = []; % Upper bound of the prior support.
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lb = []; % Truncated prior lower bound.
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ub = []; % Truncated prior upper bound.
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uniform_index = []; % Index for the uniform priors.
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gaussian_index = []; % Index for the gaussian priors.
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gamma_index = []; % Index for the gamma priors.
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beta_index = []; % Index for the beta priors.
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inverse_gamma_1_index = []; % Index for the inverse gamma type 1 priors.
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inverse_gamma_2_index = []; % Index for the inverse gamma type 2 priors.
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weibull_index = []; % Index for the weibull priors.
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uniform_draws = false;
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gaussian_draws = false;
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gamma_draws = false;
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beta_draws = false;
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inverse_gamma_1_draws = false;
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inverse_gamma_2_draws = false;
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weibull_draws = false;
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iduniform = []; % Index for the uniform priors.
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idgaussian = []; % Index for the gaussian priors.
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idgamma = []; % Index for the gamma priors.
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idbeta = []; % Index for the beta priors.
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idinvgamma1 = []; % Index for the inverse gamma type 1 priors.
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idinvgamma2 = []; % Index for the inverse gamma type 2 priors.
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idweibull = []; % Index for the weibull priors.
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isuniform = false;
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isgaussian = false;
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isgamma = false;
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isbeta = false;
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isinvgamma1 = false;
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isinvgamma2 = false;
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isweibull = false;
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end
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methods
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@ -50,33 +50,33 @@ classdef dprior
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else
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prior_shape = BayesInfo.pshape;
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end
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o.beta_index = find(prior_shape==1);
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if ~isempty(o.beta_index)
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o.beta_draws = true;
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o.idbeta = find(prior_shape==1);
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if ~isempty(o.idbeta)
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o.isbeta = true;
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end
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o.gamma_index = find(prior_shape==2);
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if ~isempty(o.gamma_index)
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o.gamma_draws = true;
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o.idgamma = find(prior_shape==2);
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if ~isempty(o.idgamma)
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o.isgamma = true;
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end
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o.gaussian_index = find(prior_shape==3);
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if ~isempty(o.gaussian_index)
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o.gaussian_draws = true;
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o.idgaussian = find(prior_shape==3);
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if ~isempty(o.idgaussian)
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o.isgaussian = true;
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end
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o.inverse_gamma_1_index = find(prior_shape==4);
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if ~isempty(o.inverse_gamma_1_index)
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o.inverse_gamma_1_draws = true;
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o.idinvgamma1 = find(prior_shape==4);
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if ~isempty(o.idinvgamma1)
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o.isinvgamma1 = true;
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end
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o.uniform_index = find(prior_shape==5);
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if ~isempty(o.uniform_index)
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o.uniform_draws = true;
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o.iduniform = find(prior_shape==5);
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if ~isempty(o.iduniform)
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o.isuniform = true;
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end
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o.inverse_gamma_2_index = find(prior_shape==6);
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if ~isempty(o.inverse_gamma_2_index)
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o.inverse_gamma_2_draws = true;
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o.idinvgamma2 = find(prior_shape==6);
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if ~isempty(o.idinvgamma2)
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o.isinvgamma2 = true;
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end
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o.weibull_index = find(prior_shape==8);
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if ~isempty(o.weibull_index)
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o.weibull_draws = true;
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o.idweibull = find(prior_shape==8);
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if ~isempty(o.idweibull)
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o.isweibull = true;
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end
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end
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@ -97,64 +97,64 @@ classdef dprior
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% >> Prior = dprior(bayestopt_, options_.prior_trunc);
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% >> d = Prior.draw()
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p = NaN(rows(o.lb), 1);
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if o.uniform_draws
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p(o.uniform_index) = rand(length(o.uniform_index),1).*(o.p4(o.uniform_index)-o.p3(o.uniform_index)) + o.p3(o.uniform_index);
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out_of_bound = find( (p(o.uniform_index)>o.ub(o.uniform_index)) | (p(o.uniform_index)<o.lb(o.uniform_index)));
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while ~isempty(out_of_bound)
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p(o.uniform_index) = rand(length(o.uniform_index), 1).*(o.p4(o.uniform_index)-o.p3(o.uniform_index)) + o.p3(o.uniform_index);
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out_of_bound = find( (p(o.uniform_index)>o.ub(o.uniform_index)) | (p(o.uniform_index)<o.lb(o.uniform_index)));
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if o.isuniform
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p(o.iduniform) = rand(length(o.iduniform),1).*(o.p4(o.iduniform)-o.p3(o.iduniform)) + o.p3(o.iduniform);
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oob = find( (p(o.iduniform)>o.ub(o.iduniform)) | (p(o.iduniform)<o.lb(o.iduniform)));
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while ~isempty(oob)
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p(o.iduniform) = rand(length(o.iduniform), 1).*(o.p4(o.iduniform)-o.p3(o.iduniform)) + o.p3(o.iduniform);
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oob = find( (p(o.iduniform)>o.ub(o.iduniform)) | (p(o.iduniform)<o.lb(o.iduniform)));
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end
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end
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if o.gaussian_draws
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p(o.gaussian_index) = randn(length(o.gaussian_index), 1).*o.p7(o.gaussian_index) + o.p6(o.gaussian_index);
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out_of_bound = find( (p(o.gaussian_index)>o.ub(o.gaussian_index)) | (p(o.gaussian_index)<o.lb(o.gaussian_index)));
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while ~isempty(out_of_bound)
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p(o.gaussian_index(out_of_bound)) = randn(length(o.gaussian_index(out_of_bound)), 1).*o.p7(o.gaussian_index(out_of_bound)) + o.p6(o.gaussian_index(out_of_bound));
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out_of_bound = find( (p(o.gaussian_index)>o.ub(o.gaussian_index)) | (p(o.gaussian_index)<o.lb(o.gaussian_index)));
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if o.isgaussian
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p(o.idgaussian) = randn(length(o.idgaussian), 1).*o.p7(o.idgaussian) + o.p6(o.idgaussian);
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oob = find( (p(o.idgaussian)>o.ub(o.idgaussian)) | (p(o.idgaussian)<o.lb(o.idgaussian)));
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while ~isempty(oob)
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p(o.idgaussian(oob)) = randn(length(o.idgaussian(oob)), 1).*o.p7(o.idgaussian(oob)) + o.p6(o.idgaussian(oob));
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oob = find( (p(o.idgaussian)>o.ub(o.idgaussian)) | (p(o.idgaussian)<o.lb(o.idgaussian)));
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end
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end
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if o.gamma_draws
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p(o.gamma_index) = gamrnd(o.p6(o.gamma_index), o.p7(o.gamma_index))+o.p3(o.gamma_index);
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out_of_bound = find( (p(o.gamma_index)>o.ub(o.gamma_index)) | (p(o.gamma_index)<o.lb(o.gamma_index)));
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while ~isempty(out_of_bound)
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p(o.gamma_index(out_of_bound)) = gamrnd(o.p6(o.gamma_index(out_of_bound)), o.p7(o.gamma_index(out_of_bound)))+o.p3(o.gamma_index(out_of_bound));
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out_of_bound = find( (p(o.gamma_index)>o.ub(o.gamma_index)) | (p(o.gamma_index)<o.lb(o.gamma_index)));
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if o.isgamma
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p(o.idgamma) = gamrnd(o.p6(o.idgamma), o.p7(o.idgamma))+o.p3(o.idgamma);
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oob = find( (p(o.idgamma)>o.ub(o.idgamma)) | (p(o.idgamma)<o.lb(o.idgamma)));
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while ~isempty(oob)
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p(o.idgamma(oob)) = gamrnd(o.p6(o.idgamma(oob)), o.p7(o.idgamma(oob)))+o.p3(o.idgamma(oob));
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oob = find( (p(o.idgamma)>o.ub(o.idgamma)) | (p(o.idgamma)<o.lb(o.idgamma)));
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end
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end
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if o.beta_draws
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p(o.beta_index) = (o.p4(o.beta_index)-o.p3(o.beta_index)).*betarnd(o.p6(o.beta_index), o.p7(o.beta_index))+o.p3(o.beta_index);
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out_of_bound = find( (p(o.beta_index)>o.ub(o.beta_index)) | (p(o.beta_index)<o.lb(o.beta_index)));
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while ~isempty(out_of_bound)
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p(o.beta_index(out_of_bound)) = (o.p4(o.beta_index(out_of_bound))-o.p3(o.beta_index(out_of_bound))).*betarnd(o.p6(o.beta_index(out_of_bound)), o.p7(o.beta_index(out_of_bound)))+o.p3(o.beta_index(out_of_bound));
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out_of_bound = find( (p(o.beta_index)>o.ub(o.beta_index)) | (p(o.beta_index)<o.lb(o.beta_index)));
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if o.isbeta
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p(o.idbeta) = (o.p4(o.idbeta)-o.p3(o.idbeta)).*betarnd(o.p6(o.idbeta), o.p7(o.idbeta))+o.p3(o.idbeta);
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oob = find( (p(o.idbeta)>o.ub(o.idbeta)) | (p(o.idbeta)<o.lb(o.idbeta)));
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while ~isempty(oob)
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p(o.idbeta(oob)) = (o.p4(o.idbeta(oob))-o.p3(o.idbeta(oob))).*betarnd(o.p6(o.idbeta(oob)), o.p7(o.idbeta(oob)))+o.p3(o.idbeta(oob));
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oob = find( (p(o.idbeta)>o.ub(o.idbeta)) | (p(o.idbeta)<o.lb(o.idbeta)));
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end
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end
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if o.inverse_gamma_1_draws
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p(o.inverse_gamma_1_index) = ...
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sqrt(1./gamrnd(o.p7(o.inverse_gamma_1_index)/2, 2./o.p6(o.inverse_gamma_1_index)))+o.p3(o.inverse_gamma_1_index);
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out_of_bound = find( (p(o.inverse_gamma_1_index)>o.ub(o.inverse_gamma_1_index)) | (p(o.inverse_gamma_1_index)<o.lb(o.inverse_gamma_1_index)));
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while ~isempty(out_of_bound)
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p(o.inverse_gamma_1_index(out_of_bound)) = ...
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sqrt(1./gamrnd(o.p7(o.inverse_gamma_1_index(out_of_bound))/2, 2./o.p6(o.inverse_gamma_1_index(out_of_bound))))+o.p3(o.inverse_gamma_1_index(out_of_bound));
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out_of_bound = find( (p(o.inverse_gamma_1_index)>o.ub(o.inverse_gamma_1_index)) | (p(o.inverse_gamma_1_index)<o.lb(o.inverse_gamma_1_index)));
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if o.isinvgamma1
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p(o.idinvgamma1) = ...
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sqrt(1./gamrnd(o.p7(o.idinvgamma1)/2, 2./o.p6(o.idinvgamma1)))+o.p3(o.idinvgamma1);
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oob = find( (p(o.idinvgamma1)>o.ub(o.idinvgamma1)) | (p(o.idinvgamma1)<o.lb(o.idinvgamma1)));
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while ~isempty(oob)
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p(o.idinvgamma1(oob)) = ...
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sqrt(1./gamrnd(o.p7(o.idinvgamma1(oob))/2, 2./o.p6(o.idinvgamma1(oob))))+o.p3(o.idinvgamma1(oob));
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oob = find( (p(o.idinvgamma1)>o.ub(idinvgamma1)) | (p(o.idinvgamma1)<o.lb(o.idinvgamma1)));
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end
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end
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if o.inverse_gamma_2_draws
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p(o.inverse_gamma_2_index) = ...
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1./gamrnd(o.p7(o.inverse_gamma_2_index)/2, 2./o.p6(o.inverse_gamma_2_index))+o.p3(o.inverse_gamma_2_index);
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out_of_bound = find( (p(o.inverse_gamma_2_index)>o.ub(o.inverse_gamma_2_index)) | (p(o.inverse_gamma_2_index)<o.lb(o.inverse_gamma_2_index)));
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while ~isempty(out_of_bound)
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p(o.inverse_gamma_2_index(out_of_bound)) = ...
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1./gamrnd(o.p7(o.inverse_gamma_2_index(out_of_bound))/2, 2./o.p6(o.inverse_gamma_2_index(out_of_bound)))+o.p3(o.inverse_gamma_2_index(out_of_bound));
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out_of_bound = find( (p(o.inverse_gamma_2_index)>o.ub(o.inverse_gamma_2_index)) | (p(o.inverse_gamma_2_index)<o.lb(o.inverse_gamma_2_index)));
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if o.isinvgamma2
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p(o.idinvgamma2) = ...
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1./gamrnd(o.p7(o.idinvgamma2)/2, 2./o.p6(o.idinvgamma2))+o.p3(o.idinvgamma2);
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oob = find( (p(o.idinvgamma2)>o.ub(o.idinvgamma2)) | (p(o.idinvgamma2)<o.lb(o.idinvgamma2)));
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while ~isempty(oob)
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p(o.idinvgamma2(oob)) = ...
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1./gamrnd(o.p7(o.idinvgamma2(oob))/2, 2./o.p6(o.idinvgamma2(oob)))+o.p3(o.idinvgamma2(oob));
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oob = find( (p(o.idinvgamma2)>o.ub(o.idinvgamma2)) | (p(o.idinvgamma2)<o.lb(o.idinvgamma2)));
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end
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end
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if o.weibull_draws
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p(o.weibull_index) = wblrnd(o.p7(o.weibull_index), o.p6(o.weibull_index)) + o.p3(o.weibull_index);
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out_of_bound = find( (p(o.weibull_index)>o.ub(o.weibull_index)) | (p(o.weibull_index)<o.lb(o.weibull_index)));
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while ~isempty(out_of_bound)
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p(o.weibull_index(out_of_bound)) = wblrnd(o.p7(o.weibull_index(out_of_bound)), o.p6(o.weibull_index(out_of_bound)))+o.p3(o.weibull_index(out_of_bound));
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out_of_bound = find( (p(o.weibull_index)>o.ub(o.weibull_index)) | (p(o.weibull_index)<o.lb(o.weibull_index)));
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if o.isweibull
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p(o.idweibull) = wblrnd(o.p7(o.idweibull), o.p6(o.idweibull)) + o.p3(o.idweibull);
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oob = find( (p(o.idweibull)>o.ub(o.idweibull)) | (p(o.idweibull)<o.lb(o.idweibull)));
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while ~isempty(oob)
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p(o.idweibull(oob)) = wblrnd(o.p7(o.idweibull(oob)), o.p6(o.idweibull(oob)))+o.p3(o.idweibull(oob));
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oob = find( (p(o.idweibull)>o.ub(o.idweibull)) | (p(o.idweibull)<o.lb(o.idweibull)));
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end
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end
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end
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