Adjustment Calculations MSc - BMEEOAFMsFGG01-00

1. know the most important metrics (mean, mode, median, most common value, standard deviation, uncertainty, dihesion, interquartile and intersextile half-width) used to describe the characteristic value and uncertainty of measurement data, 2. be familiar with methods of determining the distribution of measurement data, the concepts and significance of statistical efficiency, robustness and resistance of estimates, 3. is familiar with the relationship between the standard error in geodesy and the uncertainty of measurement in metrology, and with the principles and tools for determining uncertainty of measurement according to the GUM (Guide to the Expression of Uncertainty in Measurement), 4. understand the basic concept of Kalman filtering and its potential applications in geodesy, 5. understand the basic concept of RANSAC (random sample consensus) estimation and the main steps of the procedure, 6. is familiar with the main cases of function definition and its applications in the processing of geodetic measurements, 7. is familiar with the main methods of adjustment of deformation analysis of geodetic networks and is able to interpret the results correctly, 8. be familiar with the main procedures for the precision design of geodetic networks.

1. be able to determine the most characteristic value of data and the most important metrics characterising the uncertainty of the data (mean, mode, median, most frequent value, standard deviation, uncertainty, dihesion, interquartile and intersextile half-width), 2. be able to examine the type of distribution of any data system and correctly interpret the result of a statistical test, 3. be able to determine the uncertainty of measurement in simple cases according to the GUM specifications, using appropriate software for the task, 4. be able to perform independently the adjustment of a simple deformation detection network using appropriate software and to make a statistical analysis of the results, 5. be able to perform independently the Kalman filtering using a simple system model, 6. be able to determine simple models from point cloud data using the RANSAC procedure, 7. be able to carry out the precision design of geodetic measurements and networks in some simple cases, 8. be able to determine functions for linear and non-linear cases based on geodetic measurements.

1. seek to assess the advantages and disadvantages of different adjustment and data processing procedures the advantages and disadvantages 2. is open to the use of information technology tools, 3. is receptive to learning and applying modern, efficient data processing techniques, 4. tries to perform his/her tasks to the best of his/her ability and to a high standard.

1. independently analyse simple tasks and problems in geodetic and geoinformatics data processing, and solve them on the basis of given sources and patterns, 2. is open to well-founded critical comments, 3. uses cognitive skills to make decisions and to move logically from one idea to another. 4. independently makes professional decisions in simple design, construction, maintenance-operations, contracting and technical tasks in the field of civil engineering.