Focusing on the underlying themes that run through most
multivariate methods, in this fully updated 3rd edition of The
Essence of Multivariate Thinking Dr. Harlow shares the similarities
and differences among multiple multivariate methods to help ease
the understanding of the basic concepts. The book continues to
highlight the main themes that run through just about every
quantitative method, describing the statistical features in clear
language. Analyzed examples are presented in 12 of the 15 chapters,
showing when and how to use relevant multivariate methods, and how
to interpret the findings both from an overarching macro- and more
specific micro-level approach that includes focus on statistical
tests, effect sizes and confidence intervals. This revised 3rd
edition offers thoroughly revised and updated chapters to bring
them in line with current information in the field, the addition of
R code for all examples, continued SAS and SPSS code for seven
chapters, two new chapters on structural equation modeling (SEM) on
multiple sample analysis (MSA) and latent growth modeling (LGM),
and applications with a large longitudinal dataset in the examples
of all methods chapters. Of interest to those seeking clarity on
multivariate methods often covered in a statistics course for
first-year graduate students or advanced undergraduates, this book
will be key reading and provide greater conceptual understanding
and clear input on how to apply basic and SEM multivariate
statistics taught in psychology, education, human development,
business, nursing, and other social and life sciences.
General
| Imprint: |
Routledge
|
| Country of origin: |
United Kingdom |
| Series: |
Multivariate Applications Series |
| Release date: |
July 2023 |
| First published: |
2023 |
| Authors: |
Lisa L. Harlow
|
| Dimensions: |
254 x 178mm (L x W) |
| Format: |
Paperback
|
| Pages: |
344 |
| Edition: |
3rd edition |
| ISBN-13: |
978-0-367-21972-7 |
| Categories: |
Books
|
| LSN: |
0-367-21972-7 |
| Barcode: |
9780367219727 |
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