Moderní analýza biologických dat : (Record no. 127497)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04645nam a22004573i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC4887106 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729131311.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2012 xx o ||||0 cze d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788021077195 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9788021058125 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC4887106 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL4887106 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr11402868 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)993129243 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QH323.5.P453 2012 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570.15117999999995 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Brabec, Marek. |
| 245 10 - TITLE STATEMENT | |
| Title | Moderní analýza biologických dat : |
| Remainder of title | 2. díl. Lineární modely s korelacemi v prostředí R. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Brno : |
| Name of producer, publisher, distributor, manufacturer | Masarykova univerzita, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2012. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (266 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro -- Obsah -- Předmluva -- 1 Úvod -- 1.1 Konkrétní situace -- 1.2 Jak číst tuto knihu -- 1.3 Definice proměnných -- 1.4 Konvence -- 2 O designech -- 2.1 Replikace versus pseudoreplikace -- 2.2 Nested versus crossed -- 2.3 Blokový design -- 2.4 Některé další typy pokusných uspořádání -- 3 První pokus -- 4 Něco málo o vektorech a maticích -- 5 Modely -- 5.1 Smíšený a náhodný model -- 5.2 Marginální model -- 5.3 Odhady parametrů modelu a optimalizace -- 6 Struktura reziduí -- 6.1 Heteroskedasticita -- 6.2 Korelace -- 6.2.1 Časové korelace -- 6.2.2 Prostorové korelace -- 6.2.3 Fylogenetické korelace -- 6.3 Diagnostika -- 7 Náhodné efekty -- 7.1 Kovarianční struktura -- 7.2 Predikce náhodných efektů -- 7.3 Diagnostika -- 8 Generalized estimating equations -- 8.1 Marginální model -- 8.2 Korelační struktury -- 8.3 Diagnostika -- 9 Marginální modely s normálním rozdělením -- 9.1 2faktorová ANOVA -- 9.2 Jednoduchá regrese s krátkou časovou řadou -- 9.3 Časové řady s autoregresí vyššího řádu -- 9.4 1faktorová ANCOVA na longitudinálních datech -- 9.5 1faktorová ANOVA s prostorovým uspořádáním -- 9.6 1faktorová ANCOVA s fylogenetickou korelací -- 10 Smíšené a náhodné modely s normálním rozdělením -- 10.1 1faktorová ANOVA s náhodným efektem -- 10.2 Split-plot -- 10.3 1faktorová ANOVA s hierarchickou strukturou -- 10.4 1faktorová ANOVA s crossed uspořádáním náhodných efektů -- 10.5 1faktorová ANCOVA s náhodnými efekty -- 10.6 Komponenty rozptylu -- 10.7 Rozklad rozptylu v genetice -- 11 Marginální modely s nenormálním rozdělením -- 11.1 2faktorový analog ANOVA s gama rozdělením -- 11.2 Vícenásobná (quasi-)poissonovská regrese -- 11.3 2faktorový analog ANOVA s (quasi-)binomickým rozdělením -- 11.4 1faktorový analog ANOVA s fylogenetickou korelací -- 11.5 1faktorový analog ANOVA s markovovským řetězcem -- 12 Použitá a doporučená literatura -- 13 Rejstřík. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Obecný -- Příkazy a argumenty. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 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. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Biology--Mathematical models. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pekár, Stanislav. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Brabec, Marek |
| Title | Moderní analýza biologických dat |
| Place, publisher, and date of publication | Brno : Masarykova univerzita,c2012 |
| International Standard Book Number | 9788021058125 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4887106">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4887106</a> |
| Public note | Click to View |
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