Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations

by Tan, Frans E.S

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Title Statements

Full title :Applied Linear Regression for Longitudinal Data : With an Emphasis on Missing Observations / Frans E.S. Tan, Shahab Jolani.

Edition Statements

Publication Date:2022

Publication Statements

Publisher(s):Taylor & Francis Ltd
Place of Publication:London
Language:eng
Publication Date:2022

Notes

Interessenniveau: 05, College/higher education: For universities and colleges of further and higher education. (05).

Interessenniveau: 06, Professional and scholarly: For an expert adult audience, including academic research. (06).

1. Scientific Framework of Data Analysis 2. Revisiting and Shortcomings of Standard Linear Regression Models 3. An Introduction to the Analysis of Longitudinal Data 4. Model Building for Longitudinal Data Analysis 5. Analysis of a Pre/Post Measurement Design 6. Analysis of Longitudinal Life-Event Studies 7. Analysis of Longitudinal Experimental Studies

-Includes several real-life examples from health and clinical studies -Introduces statistical concepts of longitudinal data analysis strategies through visualization -Provides datasets and exercises online.

The Physical Object

Description:226 Seiten

Edition Identifiers

ISBN:9780367634315, 0367634317
oclc:on1355366298
Dewey Decimal:001.422

Subjects

MATHEMATICS / Probability & Statistics … Probability & statistics Psychological methodology Psychological theory & schools of thoug… Psychologie: Theorien und Denkschulen Psychologische Methodenlehre Wahrscheinlichkeitsrechnung und Statist…