03273ntm a22005297i 4500 000610686 CZ-PrVSE 20190909112111.0 m d cr n|||||||||| 190909s2019 xr fsbm 000 0 eng d NEZPRACOVANÝ IMPORT ABA006 cze ABA006 ABA006 rda Lobanova, Kristina ISIS:115735 dis Model building in regression analysis eng Model building in regression analysis / Kristina Lobanova 2019 ?? stran : digital, PDF soubor Vedoucí práce: Milan Bašta Diplomová práce (Ing.)—Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky, 2019 Obsahuje bibliografii Textový (vysokoškolská kvalifikační práce) Rok obhajoby 2019 Regression analysis is an increasingly used statistical technique for examining and modeling the relationship between various phenomena, which evolves formulation of a mathematical expression that characterizes the behavior of a particular random variable and its dependence on the set of external factors. The fundamental goal of the thesis is to illustrate the main steps of the model-building procedure, enhance understanding of the least squares estimation technique, and associated statistical methods. The emphasis of the theoretical part is placed on the discussion of the essential linear regression concepts and provision of tools necessary for utilizing a modeling approach for statistical analysis of the response variable. The practical part of the thesis aims at the illustration of the regression model-building process implemented using the actual data on the life expectancy at birth in various countries in order to investigate its dependence on the socio-economic development, demographic indicators, immunization coverage, nutritional status, and risk factors. The regression analysis is entirely conducted in the R statistical computing environment, which provides a broad spectrum of statistical and graphical techniques. Způsob přístupu: Internet quantitative economic analysis [obor dipl. práce] diplomové práce fd132022 czenas master's theses eczenas Weighted Least Squares Life Expectancy Linear Regression Model Building Ordinary Least Squares Bašta, Milan ISIS:51301 ths Helman, Karel xx0260953 opn Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky kn20010709399 dgg https://insis.vse.cz/zp/67608/podrobnosti VŠKP v InSIS https://insis.vse.cz/zp/67608 Hlavní práce https://insis.vse.cz/zp/67608/posudek/vedouci Hodnocení vedoucího https://insis.vse.cz/zp/67608/posudek/oponent/63549 Oponentura https://insis.vse.cz/zp/67608/priloha/19155 Přiloha k práci https://insis.vse.cz/zp/67608/podrobnosti dc:identifier NEPOSILAT VSKP vse67608 190828 67608