CausNet-partial: 'Partial Generational Orderings' based search for optimal sparse Bayesian networks via dynamic programming with parent set constraints. by Nand Sharma, Joshua Millstein

“…In the present work, we develop a variant of CausNet-CausNet-partial-where we introduce the space of 'partial generational orderings', which is a novel way to search for small and sparse optimal Bayesian networks from large dimensional data. …”
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Relationship of Genetic Connectedness Among Flocks with Effective Population Size in Dairy-Oriented Pag Sheep by Marija Špehar, Jelena Ramljak, Valentino Držaić, Boro Mioč, Zdravko Barać, Ante Kasap

“…Although it is difficult to prove this hypothesis, we decided to test it by regressing the partial (generational) estimates of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mrow><mi>N</mi></mrow><mrow><mi>e</mi></mrow></msub></mrow></semantics></math></inline-formula> on <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mover accent="true"><mrow><msub><mrow><mi>P</mi><mi>E</mi><mi>V</mi><mi>D</mi></mrow><mrow><msup><mrow><mi>i</mi></mrow><mrow><mo>′</mo></mrow></msup><mo>,</mo><msup><mrow><mi>j</mi></mrow><mrow><mo>′</mo></mrow></msup><mo> </mo></mrow></msub></mrow><mo>¯</mo></mover></mrow></semantics></math></inline-formula>. …”
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