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Wainer, Howard – Journal of Educational Statistics, 1976
Estimators which are optimal under assumptions of normality are shown to be vulnerable to the effects of outliers. A survey of robust alternatives is presented. Included are alternatives to the mean, standard deviation, product-moment correlation, t-test, analysis of variance, multivariate techniques, and schemes for outlier detection. (Author/JKS)
Descriptors: Analysis of Variance, Correlation, Factor Analysis, Multiple Regression Analysis
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Campbell, John B.; Chun, Ki-Taek – Applied Psychological Measurement, 1977
A multiple regression approach is used to assess the feasibility of reciprocal prediction between the Sixteen Personality Factor Questionnaire scales and the California Psychological Inventory scales (i.e., the prediction of each 16PF scale from the CPI scales and of each CPI scale from the 16PF scales). (RC)
Descriptors: Correlation, Multiple Regression Analysis, Personality Measures, Prediction
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Mossholder, Kevin W.; And Others – Educational and Psychological Measurement, 1990
A convention commonly used to describe interaction effects within moderated regression frameworks was examined through logical exposition and a Monte Carlo approach to simulate various moderator conditions. Results, which indicate that the convention may lead to incorrect inferences, are discussed in terms of interpreting moderator effects. (SLD)
Descriptors: Computer Simulation, Data Interpretation, Interaction, Monte Carlo Methods
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Fornell, Claes; And Others – Multivariate Behavioral Research, 1988
This paper shows that redundancy maximization with J. K. Johansson's extension can be accomplished via a simple iterative algorithm based on H. Wold's Partial Least Squares. The model and the iterative algorithm for the least squares approach to redundancy maximization are presented. (TJH)
Descriptors: Algorithms, Equations (Mathematics), Least Squares Statistics, Mathematical Models
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Chubon, Robert A.; And Others – Rehabilitation Counseling Bulletin, 1995
Using the Life Situation Survey, the perceived quality of life of 100 adults with spinal cord injury was compared with that of 120 adults with mental retardation. Comparison of descriptive statistics and a multiple regression analysis revealed possible differences in the impact of the two disabilities on specific life domains. (JPS)
Descriptors: Adults, Disabilities, Mental Retardation, Multiple Regression Analysis
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O'Connell, Ann Aileen – Measurement and Evaluation in Counseling and Development, 2000
Compares approaches to modeling ordinal outcome variables, including assumptions, interpretations, and limitations. Explores how the multiple regression approach with ordinal level data can compromise the understanding of the effects of the independent variables and of the ordinal level response. Provides applications with data from a multisite…
Descriptors: Models, Multiple Regression Analysis, Predictor Variables, Research Methodology
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Anderson, John P.; Kaplan, Robert M.; Ake, Christopher F. – Social Indicators Research, 2004
Objective: To estimate the impact of arthritis using a general health index and National Health Interview Survey (NHIS) data. Methods: Morbidity data came from NHIS Public Use data, from the years 19861988 and 1994. The data are 423 400 cases, representing 975 421 153 person-years. Quality of Well-being Scale (QWB) morbidity scores were imputed…
Descriptors: Measures (Individuals), Quality of Life, Multiple Regression Analysis, Health Conditions
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Hunter, Simon C.; Boyle, James M. E.; Warden, David – British Journal of Educational Psychology, 2004
Background: An important element of many anti-bullying programmes is encouraging victims to tell someone about their predicament. Research has already reported prevalence of telling, who/when children tell and efficacy of telling. However, seeking help can be viewed as a coping behaviour, and coping processes such as appraisal and emotion may be…
Descriptors: Students, Females, Multiple Regression Analysis, Males
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Madden, Sean P.; Wilson, Wayne; Aichun Dong; Lynn Geiger; Mecklin, Christopher J. – Journal of Chemical Education, 2004
A demonstration, which shows that the graphing calculation can greatly supplement the computer and often eliminates the need for computers and science, is given. The graphic calculator is a handheld computer, more powerful than most sophisticated computer of 25 years ago.
Descriptors: Biochemistry, Multiple Regression Analysis, Graphing Calculators, Chemistry
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Wheat, John R.; Higginbotham, John C.; Yu, Jing; Leeper, James D. – Journal of Rural Health, 2005
Context: Prior study suggests that contextual characteristics of medical schools (eg, state demographics, public vs private, NIH research effort) predict output of rural physicians without also considering the effects of the medical schools? own policies and programs. Purpose: This study examines medical school commitment to rural policies and…
Descriptors: Physicians, Graduates, Rural Areas, Multiple Regression Analysis
Leake, Meg; Lesik, Sally A. – International Journal of Research & Method in Education, 2007
This paper presents an illustration of how the regression-discontinuity design can be used to obtain an unbiased estimate of the causal effect of participating in a university remedial English program on first-year grade point average. First-year grade point averages were collected for 197 first-time, full-time university students, along with the…
Descriptors: Remedial Programs, College English, Grade Point Average, College Freshmen
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Wyss, Vanessa L.; Tai, Robert H.; Sadler, Philip M. – High School Journal, 2007
This paper focuses on the influence of high school science class size on students' achievement in introductory college science courses and on the variation of teacher practice across class size. Surveys collected information about high school science class experiences from 2754 biology, 3521 chemistry, and 1903 physics students across 36 public…
Descriptors: Physics, College Science, Multiple Regression Analysis, Academic Achievement
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Tasko, Stephen M.; McClean, Michael D.; Runyan, Charles M. – Journal of Communication Disorders, 2007
Participants of stuttering treatment programs provide an opportunity to evaluate persons who stutter as they demonstrate varying levels of fluency. Identifying physiologic correlates of altered fluency levels may lead to insights about mechanisms of speech disfluency. This study examined respiratory, orofacial kinematic and acoustic measures in 35…
Descriptors: Stuttering, Severity (of Disability), Speech, Speech Evaluation
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Meyer, Lakeisha D.; Anderson, Jeffrey A.; Huberty, Thomas J. – Multiple Voices for Ethnically Diverse Exceptional Learners, 2007
The Dawn Project is a system of care responsible for creating and implementing an interagency collaborative approach to service provision. Systems of care are spectrums of services organized to meet the needs facing youth with serious emotional and behavioral difficulties. This study examined the relationship between school involvement in the Dawn…
Descriptors: School Involvement, Disabilities, Emotional Disturbances, Outcomes of Education
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Davis, Jon D.; Shih, Jeffrey C. – School Science and Mathematics, 2007
Research on student achievement within the University of Chicago School Mathematics Project (UCSMP) and Core-Plus Mathematics Project (CPMP) at the secondary level is beginning to accumulate, however, much less is known about how prepared these students are for post-secondary education. Therefore this study involving students within one tracked…
Descriptors: College Mathematics, Placement, Mathematics Achievement, Academic Achievement
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