MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02556nam a22003017a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
CSPC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20251001134602.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
240813s2021 caua bi 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781473982154 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
CSPC |
| Original cataloging agency |
CSPC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
LB1028 |
| Item number |
.G33 2021 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
378.007 |
| Item number |
G115u |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gaciu, Nicoleta, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Understanding quantitative data in educational research / |
| Statement of responsibility, etc. |
Nicoleta Gaciu. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Los Angeles : |
| Name of producer, publisher, distributor, manufacturer |
SAGE, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 356 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
23 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part 1. Understanding quantitative data and R -- Introduction to information, knowledge and quantitative data -- An introduction to R and RStudio -- Part 2. Data visualization -- Graphical representation of data -- Part 3. Providing information about data -- Descriptive statistics -- Measures of dispersion and distributions -- Normal distribution and standardised scores -- Part 4. Making estimations and predictions from data -- Fundamentals of inferential statistics -- Estimation and hypothesis testing -- Part 5. From sample to population -- One-sample tests -- Differences between two independent or dependent samples -- Differences between more than two independent samples -- Differences between more than two dependent samples -- Part 6. Relationships and predictions -- Relationships between variables -- Predictions for independent and dependent variables. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"This book is designed to help education students gain confidence in analysing and interpreting quantitative data and using appropriate statistical tests, by exploring, in plain language, a variety of data analysis methods. Highly practical, each chapter includes step-by-step instructions on how to run specific statistical tests using R, practical tips on how to interpret results correctly and exercises to put into practice what students have learned. It also includes guidance on how to use R and RStudio, how to visualise quantitative data, and the fundamentals of inferential statistics, estimations and hypothesis testing." -- provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Education. |
| Form subdivision |
Research |
| General subdivision |
Data processing. |
| 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 |
R (Computer program language). |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Suppress in OPAC |
No |
| Koha item type |
Books |
| Classification part |
378.007 |
| Item part |
G115u |
| Call number prefix |
CIR |
| Call number suffix |
2021 |
