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Determining sample size and power in research studies (Record no. 84514)

MARC details
000 -LEADER
fixed length control field 05542nam a22004217a 4500
001 - CONTROL NUMBER
control field sulb0077670
003 - CONTROL NUMBER IDENTIFIER
control field BD-SySUS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230320110708.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230320s2020 si a b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789811552038
037 ## - SOURCE OF ACQUISITION
Stock number com.springer.onix.9789811552045
Source of stock number/acquisition Springer Nature
040 ## - CATALOGING SOURCE
Original cataloging agency EBLCP
Language of cataloging eng
Transcribing agency EBLCP
Modifying agency LQU
-- YDX
-- GW5XE
-- EBLCP
-- ORU
-- N$T
-- SFB
-- OCLCF
-- UKMGB
-- NLW
-- UKAHL
-- BD-SySUS
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.52
Edition number 23
Item number VED
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Verma, J. P.
9 (RLIN) 60827
245 10 - TITLE STATEMENT
Title Determining sample size and power in research studies
Remainder of title a manual for researchers /
Statement of responsibility, etc. J.P. Verma, Priyam Verma.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Singapore :
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. 2020.
300 ## - PHYSICAL DESCRIPTION
Extent viii,127 p. :
Other physical details ill. ;
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note Description based upon print version of record.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro -- Foreword -- Preface -- Acknowledgements -- Contents -- About the Authors -- 1 Introduction to Sample Size Determination -- Introduction -- Issues with Very Small Samples -- Issues with Very Large Samples -- Strategy in Sample Selection -- Common Errors in Conducting Research -- Flow Diagrams for Deciding Sample Size -- Summary -- Bibliography -- 2 Understanding Statistical Inference -- Introduction -- Hypothesis Testing -- Procedure in Hypothesis Testing Experiment -- Effect Size -- Summary -- Bibliography -- 3 Understanding Concepts in Estimating Sample Size in Survey Studies
Formatted contents note Introduction -- Determining Sample Size in Estimating Population Mean -- Factors Affecting Sample Size -- Sample Size Determination for Estimating Mean When Population SD Is Known -- Sample Size Determination for Estimating Mean When Population SD Is Unknown -- Determining Sample Size in Estimating Population Proportion -- Sample Size Determination for Estimating Proportion -- Determining Sample Size in Estimating Difference Between Two Population Means -- Summary -- Bibliography -- 4 Understanding Concepts in Estimating Sample Size in Hypothesis Testing Experiments -- Introduction
Formatted contents note Importance of Sample Size in Experimental Studies -- Sample Size on the Basis of Power -- One-Sample Testing of Mean -- Determining Sample Size -- Estimation of Sample Size in One-Sample Test -- Estimation of Minimum Detectable Difference -- Estimation of Power in One-Sample t-Test -- Testing Difference Between Two Means -- Determining Sample Size in Two-Sample t-Test -- Estimation of Power in Two-Sample t-Test -- Summary -- Bibliography -- 5 Use of G*Power Software -- Introduction -- Procedure of Installing G*Power 3.1 -- Summary -- Bibliography
Formatted contents note 6 Determining Sample Size in Experimental Studies -- Introduction -- One Sample Tests -- Two Sample Tests -- Testing Significance of Relationship -- Summary -- Bibliography -- 7 Determining Sample Size in General Linear Models -- Introduction -- Linear Multiple Regression Model -- Logistic Regression -- Analysis of Variance -- Summary -- Bibliography -- Appendix
520 ## - SUMMARY, ETC.
Summary, etc. This book addresses sample size and power in the context of research, offering valuable insights for graduate and doctoral students as well as researchers in any discipline where data is generated to investigate research questions. It explains how to enhance the authenticity of research by estimating the sample size and reporting the power of the tests used. Further, it discusses the issue of sample size determination in survey studies as well as in hypothesis testing experiments so that readers can grasp the concept of statistical errors, minimum detectable difference, effect size, one-tail and two-tail tests and the power of the test. The book also highlights the importance of fixing these boundary conditions in enhancing the authenticity of research findings and improving the chances of research papers being accepted by respected journals. Further, it explores the significance of sample size by showing the power achieved in selected doctoral studies. Procedure has been discussed to fix power in the hypothesis testing experiment. One should usually have power at least 0.8 in the study because having power less than this will have the issue of practical significance of findings. If the power in any study is less than 0.5 then it would be better to test the hypothesis by tossing a coin instead of organizing the experiment. It also discusses determining sample size and power using the freeware G*Power software, based on twenty-one examples using different analyses, like t-test, parametric and non-parametric correlations, multivariate regression, logistic regression, independent and repeated measures ANOVA, mixed design, MANOVA and chi-square.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Sampling (Statistics)
9 (RLIN) 60828
Topical term or geographic name as entry element Experimental design.
9 (RLIN) 60829
Topical term or geographic name as entry element Social research & statistics.
Source of heading or term bicssc
9 (RLIN) 60830
Topical term or geographic name as entry element Probability & statistics.
Source of heading or term bicssc
9 (RLIN) 60831
Topical term or geographic name as entry element Study & learning skills: general.
Source of heading or term bicssc
9 (RLIN) 60832
Topical term or geographic name as entry element Social Science
General subdivision Sociology
-- General.
Source of heading or term bisacsh
9 (RLIN) 60833
Topical term or geographic name as entry element Mathematics
General subdivision Probability & Statistics
-- General.
Source of heading or term bisacsh
9 (RLIN) 60834
Topical term or geographic name as entry element Experimental design
Source of heading or term fast
Authority record control number (OCoLC)fst00918404
9 (RLIN) 60835
Topical term or geographic name as entry element Sampling (Statistics)
Source of heading or term fast
Authority record control number (OCoLC)fst01104676
9 (RLIN) 60836
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Verma, Priyam.
9 (RLIN) 60837
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Verma, J. P.
Title Determining Sample Size and Power in Research Studies : A Manual for Researchers
Place, publisher, and date of publication Singapore : Springer Singapore Pte. Limited,c2020
International Standard Book Number 9789811552038
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified SpringerLink eBooks
Uniform Resource Identifier <a href="https://link.springer.com/10.1007/978-981-15-5204-5">https://link.springer.com/10.1007/978-981-15-5204-5</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Dewey Decimal Classification     Central Library, SUST Central Library, SUST General Stacks 20/03/2023   519.52 VED 0077670 20/03/2023 1 20/03/2023 Books