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14D1O05 - Biostatistics and informatics in biomedical sciences

Course specification
Course titleBiostatistics and informatics in biomedical sciences
Acronym14D1O05
AcronymDOCTORAL ACADEMIC STUDIES
Module
Type of studyPhD academic studies
Lecturer (for classes)
  1. dr Milorad Mirilović
Lecturer/Associate (for practice)
    Lecturer/Associate (for OTC)
      ESPB10.0Status
      Condition
      The goalAcquiring knowledge and mastering of statistical methods for analyzing the results of research, epidemiological monitoring, genetic testing. The design and analysis of clinical research in veterinary medicine. Planning experiments.
      The outcomeThe student is qualified for independent application of statistical operations in everyday work and in the analysis of experimental results. Able to independently create and set up an experiment. It is expected that students can demonstrate concrete understanding in application software package to calculate the statistical value and independently perform statistical analysis.
      Contents
      Contents of lecturesIntroduction. Tables and graphs. Measures of central tendency and variation. Theoretical distributions. Pattern. Confidence intervals. Parametric and nonparametric statistics. Statistical hypothesis testing .. .. Analysis of variance analysis trend. Correlation analysis. Linear regression. Curvilinear, multiple regression and correlation. Multivariate methods. - Factor and discriminant analysis. Informatics.
      Contents of exercisesCalculation of statistical parameters using the software.
      Literature
      1. Marinković Erić Jelena, Dotlić R., Janošević Slobodanka, Kocev N., Gajić M., Ile Tatjana, Stanisavljević D., Babić D.: Statistika za istraživače u oblasti medicinskih nauka, Medicinski Fakultet, Beograd 2001; (Original title)
      2. Auget J. L., Balakrishnan N., Mesbah M., Molenberghs G.: Advances in Statistical Methods for the Health Sciences, BirkhaЁuser Boston, 2007; (Original title)
      3. Mirilović M.: Biostatistika sa informatikom, praktikum, Fakultet veterinatske medicine, Beograd, 2013; (Original title)
      4. Lovrić M.: Metodi neparametrijskog statističkog zaključivanja. Ekonomski fakultet, Beograd, 2005. (Original title)
      5. Ceranić S.: Informacioni sistemi u poljoprivredi: Poljoprivredni fakultet, Beograd, 2002; (Original title)
      Number of hours per week during the semester/trimester/year
      LecturesExercisesOTCStudy and ResearchOther classes
      4
      Methods of teachingInteractive lectures with the use of multimedia presentations, practical work on the computer. Seminar with independent use of literature, electronic databases and statistical analysis of the results obtained.
      Knowledge score (maximum points 100)
      Pre obligationsPointsFinal examPoints
      Activites during lectures10Test paper20
      Practical lessonsOral examination40
      Projects
      Colloquia20
      Seminars10