Texto completo en Odilo

Texto completo en Odilo

Texto completo en Odilo

Tabla de Contenidos: “…Training the model parameters -- Evaluating model performance -- Sensitivity (Sn) -- Specificity (Sp) -- Positive predictive value (PPV) -- Negative predictive value (NPV) -- False-positive rate (FPR) -- Accuracy (Acc) -- Receiver operating characteristic (ROC) curves -- Precision-recall curves -- Continuously valued target variables -- Summary -- References and further reading -- Chapter 4: Computing Foundations - Databases -- Introduction to databases -- Data engineering with SQL - an example case -- Case details - predicting mortality for a cardiology practice -- The clinical database -- The PATIENT table -- The VISIT table -- The MEDICATIONS table -- The LABS table -- The VITALS table -- The MORT table -- Starting an SQLite session -- Data engineering, one table at a time with SQL -- Query Set #0 - creating the six tables -- Query Set #0a - creating the PATIENT table -- Query Set #0b - creating the VISIT table -- Query Set #0c - creating the MEDICATIONS table -- Query Set #0d - creating the LABS table -- Query Set #0e - creating the VITALS table -- Query Set #0f - creating the MORT table -- Query Set #0g - displaying our tables -- Query Set #1 - creating the MORT_FINAL table -- Query Set #2 - adding columns to MORT_FINAL -- Query Set #2a - adding columns using ALTER TABLE -- Query Set #2b - adding columns using JOIN -- Query Set #3 - date manipulation - calculating age -- Query Set #4 - binning and aggregating diagnoses -- Query Set #4a - binning diagnoses for CHF -- Query Set #4b - binning diagnoses for other diseases -- Query Set #4c - aggregating cardiac diagnoses using SUM -- Query Set #4d - aggregating cardiac diagnoses using COUNT -- Query Set #5 - counting medications -- Query Set #6 - binning abnormal lab results -- Query Set #7 - imputing missing variables…”

Tabla de Contenidos: “…Ausgaben für die Landwirtschaft in der Schweiz (CHF) -- Tabelle 3.10. Wichtigste raumrelevante Subventionen -- Tabelle 3.11. …”

Tabla de Contenidos: “…LIBOR à trois mois et taux de change CHF/EUR -- Graphique 7. Taux de change -- Graphique 8. …”

Tabla de Contenidos: “…Dépenses consacrées à l'agriculture en Suisse en CHF -- Politiques sectorielles et réduction des disparités -- Tableau 3.10. …”

Tabla de Contenidos: “…LIBOR à trois mois et taux de change CHF/EUR -- Le taux de change est une variable importante de la gestion de la politique monétaire -- Encadré 3. …”