1. Numerical characteristics of random variables
Distribution function, probability density functions and probability.
Mean. Moments. Characteristic functions of random variables.
Quantiles. Characteristics of the location and variability. Characteristics of the obliquity and kurtosis. Symmetrical distribution.
2. Student DIVISION
The sample average. Unbiased estimate. Sample variance. Selection standard
deviation. Confidence interval. Risk. Student's coefficient. Extreme
error.
3. Eliminating random and systematic errors
Substitution method. Method bias changes sign. Method changes
sign of the measured quantity. Symmetrical method of measurement. The method of periodic measurements.
4. BASIC CONCEPTS AND DEFINITIONS FROM THE MEASUREMENT UNCERTAINTY
Random variable. Uncertainty. Initial estimate of the input variables.
Output estimate the output value.
5. MEASUREMENT UNCERTAINTY
Standard uncertainty of type A, type B, method of estimating the standard uncertainty of type B, conversion uncertainties correlation between sources of uncertainty, combined standard C uncertainty, expanded uncertainty, determination coefficient of expansion.
6. METHODOLOGICAL PROCEDURE FOR DETERMINING THE UNCERTAINTY
Analysis of input conditions. The mathematical model selected methodology.
Identification and implementation of all major correction. Sources of uncertainties.
Determination of the input standard uncertainties. Determination of the combined standard uncertainty. Analysis of the contributions of individual uncertainties. Setting expansion uncertainty.
7. For MEASURING INSTRUMENT UNCERTAINTY OF ELECTRICAL VARIABLES
8. UNCERTAINTY OF TESTING AND EVALUATION
Determination of uncertainties in tensile tests, tests, impact test. Rating
uncertainties in hardness testing.
9. CERTIFICATION AND ACCREDITATION
Definitions. Certification of quality assurance, personnel, products
and in testing laboratories. Certification in the country.
Distribution function, probability density functions and probability.
Mean. Moments. Characteristic functions of random variables.
Quantiles. Characteristics of the location and variability. Characteristics of the obliquity and kurtosis. Symmetrical distribution.
2. Student DIVISION
The sample average. Unbiased estimate. Sample variance. Selection standard
deviation. Confidence interval. Risk. Student's coefficient. Extreme
error.
3. Eliminating random and systematic errors
Substitution method. Method bias changes sign. Method changes
sign of the measured quantity. Symmetrical method of measurement. The method of periodic measurements.
4. BASIC CONCEPTS AND DEFINITIONS FROM THE MEASUREMENT UNCERTAINTY
Random variable. Uncertainty. Initial estimate of the input variables.
Output estimate the output value.
5. MEASUREMENT UNCERTAINTY
Standard uncertainty of type A, type B, method of estimating the standard uncertainty of type B, conversion uncertainties correlation between sources of uncertainty, combined standard C uncertainty, expanded uncertainty, determination coefficient of expansion.
6. METHODOLOGICAL PROCEDURE FOR DETERMINING THE UNCERTAINTY
Analysis of input conditions. The mathematical model selected methodology.
Identification and implementation of all major correction. Sources of uncertainties.
Determination of the input standard uncertainties. Determination of the combined standard uncertainty. Analysis of the contributions of individual uncertainties. Setting expansion uncertainty.
7. For MEASURING INSTRUMENT UNCERTAINTY OF ELECTRICAL VARIABLES
8. UNCERTAINTY OF TESTING AND EVALUATION
Determination of uncertainties in tensile tests, tests, impact test. Rating
uncertainties in hardness testing.
9. CERTIFICATION AND ACCREDITATION
Definitions. Certification of quality assurance, personnel, products
and in testing laboratories. Certification in the country.