ANALYSIS OF UNBALANCED MIXED MODEL DATA: Traditional ANOVA Versus Contemporary Methods
نویسندگان
چکیده
منابع مشابه
Anova for Unbalanced Data: An Overview
Ecological studies typically involve comparison of biological responses among a variety of environmental conditions. When the response variables have continuous distributions and the conditions are discrete, whether inherently or by design, then it is appropriate to analyze the data using analysis of variance (ANOVA). When data conform to a complete. balanced design (equal numbers of observatio...
متن کاملcomparison of generalized estimating equations (gee), mixed effects models (mem) and repeated measures anova in analysis of menorrhagia data
menorrhagia is one of the most common gynecological problem and leading causes of poor quality of life and iron deficiency anemia in women of reproductive age. research in gynecological field relies heavily on repeated measure designs. repeated measure studies are helpful in understanding how factors of interest change over time. our goal is to apply statistical methods which are appropriate fo...
متن کاملAnova Models — Unit 8: Mixed Model Two-Factor ANOVA — Partial Solutions
Based on notes by Elizabeth Ellinger, Spring 2004, as expanded and modified by Bruce E. Trumbo, 2005-08. Copyright © 2005, 2008 by Bruce E. Trumbo. All rights reserved. 8.1.1. For your convenience the breaking strength measurements in the table above have been repeated below, reading across each row of the table. Put them into c1 of a Minitab worksheet; label it PSI. Then use the patterned data...
متن کاملANOVA extensions for mixed discrete and continuous data
This paper is concerned withANOVA-like tests in the context of mixed discrete and continuous data. The likelihood ratio approach is used to obtain a location test in themixed data setting after specifying a general locationmodel for the joint distribution of themixed discrete and continuous variables. The approach allows the problem to be treated from a multivariate perspective to simultaneousl...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Conference on Applied Statistics in Agriculture
سال: 1996
ISSN: 2475-7772
DOI: 10.4148/2475-7772.1318