Basic concept of statistical inference:
Student knows idea of statistical inference and is able to explain terms of: sampling, point estimation, confidence interval, 95% credible interval.
Fourth Unit is a part of learning material which introduce mathematic statistic into preventive maintenance process. In this unit, students will know some advanced statistical tools, which they will use to analyse historical machine data and predict their future behaviour.
This learning element describes this part of statistic where result of experiment (on random samples) is translated to whole population with estimation of sampling error. These elements include also information about statistical modelling, assumptions and validation of statistical model.