How Many Subjects Does It Take To Do A Regression Analysis.
Explore this paper's citation graph
Summary
A slightly more complex rule-of thumb is introduced that estimates minimum sample size as function of effect size as well as the number of predictors and it is argued that researchers should use methods to determine sample size that incorporate effect size.
- Type
- article
- Published
- 1991-07-01
- Cited by
- 4,190
- References
- 9
- OpenAlex
- https://openalex.org/W2075072883
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:5226738
Keywords
Rule of thumb, Sample size determination, Statistics, Thumb, Mathematics
References
- Multiple correlation: exact power and sample size calculations.
- SAS user's guide
- Using Multivariate Statistics
- Psychometric theory (2nd ed.).
- The Relative Efficiency of Regression and Simple Unit Predictor Weights in Applied Differential Psychology
- Multiple Regression in Behavioral Research.
- Multivariate data analysis
- A primer of multivariate statistics
- Multiple correlation: Exact power and sample size calculations.
- Multiple regression in behavioral research
- A Primer of Multivariate Statistics
- Psychometric Theory (2nd ed), New York: McGraw-Hill.
Cited by
- Influence of the supervisory working alliance on supervisee work satisfaction and work-related stress.
- Effects of synchronous music on 400-metre sprint performance
- The Relationship of Spiritual Intelligence to Achievement of Secondary Students
- Perinatal trauma and the aftermath : attachment, social support, parental rearing, meaning of loss & mental health
- Using Secondary Data Sources for Pharmacoepidemiology and Outcomes Research
- Opioid-taking self-efficacy in Taiwanese Outpatients with cancer pain
- Fatigue self-management: a survey of Chinese cancer patients undergoing chemotherapy.
- Graft macrosteatosis and time of T‐tube removal as risk factors for biliary strictures after liver transplantation
- Catastrophizing mediates the relationship between fear of pain and preference for elective caesarean section
- Pelvic floor muscle dysfunctions are prevalent in female chronic pelvic pain: A cross‐sectional population‐based study
- Factors that influence young people's mental health help-seeking behaviour: a study based on the Health Belief Model.
- The effect of corporate sustainability performance on the relationship between corporate efficiency strategy and corporate financial performance
- Self-Compassion and Parenting in Mothers and Fathers with Depression
- Validating the National Survey of Student Engagement against Student Outcomes: Are They Related?.
- Weight of evidence analysis for assessing the genotoxic potential of carbon nanotubes
- Birthweight, HIV exposure and infant feeding as predictors of malnutrition in Botswanan infants
- A Longitudinal Study of the Stability of Hope in Late Adolescence
- Evaluating Neighborhood, Social, and Genetic Influences on Precursors of Alcohol Use Risk Behavior in African American Adolescents
- Timing of complementary feeding : its association with growth, diet, iron status, and eating behaviours in infants and toddlers
- Quest for Quotidian: A National Survey of Non-Heterosexual Attitudes Toward Marriage
Related papers
- Should A Rule of Thumb be used to Calculate PLS-SEM Sample Size
- Thumb Rule of Visual Angle: A New Confirmation
- Sample sizes of prediction model studies in prostate cancer were rarely justified and often insufficient.
- Sample Size for Survey Research: Review and Recommendations
- Thumb-Sucking Debate
- Methods and Rule-of-Thumbs in The Determination of Minimum Sample Size When Appling Structural Equation Modelling: A Review
- Determination of Sample Size in Early Childcare Centre (TASKA) Service Project in Malaysia: Classification and Analytical Approach
- Sample size of 12 per group rule of thumb for a pilot study
- Sample Size Requirements for Structural Equation Models: An Evaluation of Power, Bias, and Solution Propriety