Modern Analysis of Biological Data : (Record no. 134293)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04118nam a22004693i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC5199750 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729131653.0 |
| 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 | 240724s2016 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788021081062 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9788021080195 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC5199750 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL5199750 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr11485749 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)992167275 |
| 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 | Q180.55.Q36 .P453 2016 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 001.42 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pekár, Stanislav. |
| 245 10 - TITLE STATEMENT | |
| Title | Modern Analysis of Biological Data : |
| Remainder of title | Generalized Linear Models in 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 | 2016. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2016. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (258 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 -- CONTENTS -- FOREWORD -- 1 INTRODUCTION -- 1.1 How to read the book -- 1.2 Types of variables -- 1.3 Conventions -- 2 STATISTICAL SOFTWARE -- 2.1 The R environment -- 2.2 Installation and use of R -- 2.3 Basic operations -- 2.4 Data frames -- 3 EXPLORATORY DATA ANALYSIS (EDA) -- 3.1 Expected value -- 3.2 Variance -- 3.3 Confidence intervals -- 3.4 Summary tables -- 3.5 Plots -- 3.5.1 Distribution plots -- 3.5.2 Scatter plots -- 3.5.3 Box plots -- 3.5.4 Lattice plots -- 3.5.5 Interaction plots -- 3.5.6 Bar plots -- 3.5.7 Paired plots -- 3.5.8 3D plots -- 3.5.9 Plots with whiskers -- 3.5.10 Curves -- 4 STATISTICAL MODELLING -- 4.1 Regression model -- 4.2 General linear model -- 4.3 Generalized linear model -- 4.4 Searching for the "correct" model -- 4.5 Model selection -- 4.6 Model diagnosis -- 5 THE FIRST TRIAL -- 5.1 An Example -- 5.2 EDA -- 5.3 Presumed model -- 5.4 Statistical analysis -- 5.4.1 ANOVA table of Type I -- 5.4.2 Nonlinear trends -- 5.4.3 Removal of model terms -- 5.4.4 Comparison of levels using contrasts -- 5.4.5 Contrasts and the model parameterization -- 5.4.6 Posterior simplification -- 5.4.7 Diagnosis of the final model -- 5.5 Conclusion -- 6 SYSTEMATIC PART -- 6.1 Regression -- 6.2 ANOVA and ANODEV -- 6.3 ANCOVA and ANCODEV -- 6.4 Syntax of the systematic part -- 7 RANDOM PART -- 7.1 Continuous measurements -- 7.2 Counts and frequencies -- 7.3 Relative frequencies -- 8 GAUSSIAN DISTRIBUTION -- 8.1 Description of LM and GLM -- 8.2 Regression -- 8.3 Weighted regression -- 8.4 Multiple regression -- 8.5 Two-way ANOVA -- 8.6 One-way ANCOVA -- 9 GAMMA AND LOGNORMAL DISTRIBUTIONS -- 9.1 Description of the gamma model -- 9.2 Description of the lognormal model -- 9.3 Regression -- 9.4 Two-way ANODEV -- 9.5 Two-way ANCOVA -- 10 POISSON DISTRIBUTION -- 10.1 Description of the Poisson model -- 10.2 One-way ANODEV. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 10.3 Overdispersion and underdispersion -- 10.4 Multiple regression -- 10.5 One-way ANCODEV -- 10.6 Three-way ANODEV -- 11 NEGATIVE-BINOMIAL DISTRIBUTION -- 11.1 Description of the negative-binomial model -- 11.2 One-way ANODEV -- 12 BINOMIAL DISTRIBUTION -- 12.1 Description of the binomial model -- 12.2 Two-way ANODEV -- 12.3 Overdispersion and underdispersion -- 12.4 Regression -- 12.5 One-way ANCODEV -- 12.6 Binary one-way ANCODEV -- REFERENCES -- INDEX -- Subject index -- R functions and their arguments. |
| 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 | Quantitative research. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Analysis of variance. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Distribution (Probability theory). |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Brabec, Marek. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Pekár, Stanislav |
| Title | Modern Analysis of Biological Data |
| Place, publisher, and date of publication | Brno : Masarykova univerzita,c2016 |
| International Standard Book Number | 9788021080195 |
| 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=5199750">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5199750</a> |
| Public note | Click to View |
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