MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02886nam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250710131816.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
250710b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783030550226 (pbk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1228846334 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
Indian Institute for Human Settlements-Bangalore |
| Language of cataloging |
eng |
| Description conventions |
rda |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
23 |
| Classification number |
519.5 DOR |
| Item number |
023494 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dormann, Carsten, |
| Relator term |
author. |
| 240 10 - UNIFORM TITLE |
|---|
| Uniform title |
<a href="Parametrische Statistik.">Parametrische Statistik.</a> |
| Language of a work |
English |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Environmental data analysis : |
| Remainder of title |
an introduction with examples in R / |
| Statement of responsibility, etc |
Carsten Dormann. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cham, Switzerland : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2020] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xix, 264 pages : |
| Other physical details |
illustrations; |
| Dimensions |
28 cm |
| 336 ## - Content type term (R) |
|---|
| Source (NR) |
rdacontent |
| Content type term (R) |
text |
| Content type code (R) |
txt |
| 337 ## - Media Type (R) |
|---|
| Source (NR) |
rdamedia |
| Media type term (R) |
unmediated |
| Media type code (R) |
n |
| 338 ## - Carrier Type (R) |
|---|
| Source (NR) |
rdacarrier |
| Carrier type term (R) |
volume |
| Carrier type code (R) |
nc |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 18 - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Preface-- The technical side: selecting a statistical software--1 Sample statistics--2 Sample statistics in R--3 Distributions, parameters and estimators--4 Distributions, parameters and estimators in R--5 Correlation and association--6 Correlation and association in R--7 Regression Part I--8 Regression in R Part I--9 Regression Part II--10 Regression in R Part II--11 The linear model: t-test and ANOVA--12 The linear model: t-test and ANOVA in R--13 Hypotheses and tests--14 Experimental Design--15 Multiple Regression--16 Multiple Regression in R--17 Outlook--Index |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Environmental Data Analysis is an introductory statistics textbook for environmental science. It covers descriptive, inferential and predictive statistics, centred on the Generalized Linear Model. The key idea behind this book is to approach statistical analyses from the perspective of maximum likelihood, essentially treating most analyses as (multiple) regression problems. The reader will be introduced to statistical distributions early on, and will learn to deploy models suitable for the data at hand, which in environmental science are often not normally distributed. To make the initially steep learning curve more manageable, each statistical chapter is followed by a walk-through in a corresponding R-based how-to chapter, which reviews the theory and applies it to environmental data. In this way, a coherent and expandable foundation in parametric statistics is laid, which can be expanded in advanced courses. The content has been "field-tested" in several years of courses on statistics for Environmental Science, Geography and Forestry taught at the University of Freiburg.-- Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Environmental sciences |
| General subdivision |
Statistical methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bioinformatics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Forests and forestry. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics for Life Sciences, Medicine, Health. |
| 758 ## - Resource Identifier |
|---|
| Relationship information (R) |
has work: |
| Label (NR) |
Parametrische Statistik (Text) |
| Real World Object URI (R) |
https://id.oclc.org/worldcat/entity/E39PCGcpbRhDtpGh9GmMhp4jG3 |
| Relationship (R) |
https://id.oclc.org/worldcat/ontology/hasWork |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Book |
