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Experiment Design and Statistical Methods For Behavioural and Social Research de David R. Boniface

Experiment Design and Statistical Methods For Behavioural and Social Research

Autor David R. Boniface
en Limba Engleză Hardback – 7 iun 2019
Experiment Design and Statistical Methods introduces the concepts, principles, and techniques for carrying out a practical research project either in real world settings or laboratories - relevant to studies in psychology, education, life sciences, social sciences, medicine, and occupational and management research.
The text covers:
  • repeated measures
  • unbalanced and non-randomized experiments and surveys
  • choice of design
  • adjustment for confounding variables
  • model building and partition of variance
  • covariance
  • multiple regression
    Experiment Design and Statistical Methods contains a unique extension of the Venn diagram for understanding non-orthogonal design, and it includes exercises for developing the reader's confidence and competence. The book also examines advanced techniques for users of computer packages or data analysis, such as Minitab, SPSS, SAS, SuperANOVA, Statistica, BMPD, SYSTAT, Genstat, and GLIM.
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    Specificații

    ISBN-13: 9781138464568
    ISBN-10: 1138464562
    Pagini: 272
    Dimensiuni: 178 x 254 mm
    Greutate: 0.69 kg
    Ediția:1
    Editura: CRC Press
    Colecția Chapman and Hall/CRC

    Public țintă

    Professional

    Notă biografică

    David R. Boniface, University of Hertfordshire, Hatfield, UK.

    Cuprins

    Part One: Statistical Design and Analysis for Basic Experiments Introduction Introduction to Four Basic Designs Overview of Concepts and Techniques Single-Factor Independent Groups Design Single-Factor Repeated Measures Design Two-Factor Independent Groups Design Single-Factor Independent Groups Design with Covariate Contrasts and Comparisons among Means Power and Sensitivity in Design Decisions Part Two: Unbalanced, Randomised and Survey Designs Unbalanced and Confounded Designs Multiple Regression Part Three: Analysis for Further Experiment Designs Two-Factor Designs with Between- and Within-Subject Factors Three-Factor Designs Appendices References Index

    Descriere

    Discusses the most common quantitative research methods needed for research with human subjects. This text covers aspects of experimental design and analysis required for small - and large - scale research both in real world settings and in laboratories.