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The publication follows the first volume of Modern analysis of biological data and presents selected models and methods of statistical analysis of correlated data. Linear methods are useful in analysis of data with temporal, spatial or phylogenetic correlations. The book is a practical handbook of data analysis in one of world's biggest statistical tools, freeware R. There are 19 resolved and commented examples that show correct ways of model construction and point out possible mistakes that can occur during data analysis. The text is open for all readers; special mathematical education is not required. The publication aims at students and experts from biological, agricultural, veterinary, medical, and pharmaceutical fields who need to correctly analyse results of their observations or experiments in a complicated structure of correlation between repeated measuring of identical subjects.
Biology --- Biometry. --- Biological statistics --- Biometrics (Biology) --- Biostatistics --- Biomathematics --- Statistics --- Biological models --- Mathematical models. --- Statistical methods
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Quantum theory --- Quantum dynamics --- Quantum mechanics --- Quantum physics --- Physics --- Mechanics --- Thermodynamics --- Statistical methods.
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Predkládaná publikace si bere za cíl seznámit strucnou formou predevím lékare se základními metodami pouívanými pri hodnocení medicinských dat. Jsou zde popsány principy induktivního statistického uvaování, iroce pouívané ve vech oblastech hodnocení biologických dat jako nástroje medicíny zaloené na dukazu. Cílem textu je preklenout zdánlive neprekonatelnou vzdálenost mezi medicínou a matematikou a nalézt spolecný jazyk, který poskytne medicíne objektivní nástroje k hodnocení biologických dat.
Biometry. --- Statistics. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Biological statistics --- Biology --- Biometrics (Biology) --- Biostatistics --- Biomathematics --- Statistics
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Brain mapping --- Connectome mapping --- Mapping of the brain --- Topographic brain mapping --- Brain --- Statistical methods. --- Localization of functions
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Biometry. --- Statistics. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Biological statistics --- Biology --- Biometrics (Biology) --- Biostatistics --- Biomathematics --- Statistics
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Geology --- Interpolation spaces. --- Spatial analysis (Statistics) --- Analysis, Spatial (Statistics) --- Correlation (Statistics) --- Spatial systems --- Spaces, Interpolation --- Function spaces --- Geological statistics --- Geostatistics --- Statistical methods.
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Mathematical statistics. --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistical methods --- R (Computer program language). --- GNU-S (Computer program language) --- Domain-specific programming languages
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Statistics --- Economics --- STATISTICS. --- ECONOMIC STATISTICS. --- STATISTICAL METHODOLOGY. --- CZECH REPUBLIC. --- Economics. --- Statistics. --- Czechoslovakia --- Czech Republic --- Czech Republic. --- Czechoslovakia. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Economic theory --- Political economy --- Č.S.R. --- C.S.R.S. --- Č.S.S.R. --- Cecoslovacchia --- Ceho-Slovacia --- Čehoslovakija --- Česká a Slovenská Federatívna Republika --- Česká a Slovenská Federativní Republika --- Češkoslovaška --- Československa republika --- Československá socialistická republika --- Československo --- Checoslovaquia --- Chekhoslovakii︠a︡ --- Chekhoslovat︠s︡kai︠a︡ Sot︠s︡ialisticheskai︠a︡ Respublika --- Chieh-kʻo-ssu-lo-fa-kʻo --- Chieh-kʻo-ssu-lo-fa-kʻo she hui chu i kung ho kuo --- ChSFR --- ChSSR --- Cseh-Szlovákia --- Csehszlovákia --- ČSFR --- ČSR --- CSRS --- ČSSR --- Czech and Slovak Federal Republic --- Czecho-Slovakia --- Czechoslovak Socialist Republic --- Czechosłowacja --- Republika československa --- Tchécoslovaquie --- Tschechische Sozialistische Republik --- Tschechoslowakei --- Tsechoslobakia --- Ts'ekhoslovaḳyah --- Tshīkūslūfākiyā --- Tsjechoslowakije --- Tsjekkoslovakia --- Česká republika --- Česko --- ČR --- Czechia --- Tschechische Republik --- チェコ --- Cheko --- チェコ共和国 --- Cheko Kyōwakoku --- Tschechien --- Tschechenland --- Tschechei --- République tchèque --- República Checa --- Chequia --- Txèquia --- Txeca --- República Txeca --- Češka --- Mathematics --- Econometrics --- Social sciences --- Economic man --- Slovakia --- Czech Socialist Republic (Czechoslovakia) --- Chekhoslovakii͡ --- Chekhoslovat͡skai͡a Sot͡sialisticheskai͡a Respublika --- Tshīkūslūfākiy --- Tsechoslovakia --- Économie politique
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