Consequences of dichotomization

Cited by (303)

Items 101–200 of 303

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3. Systematic analysis of the number needed to treat
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9. Treatment results for severe psychiatric illness: which method is best suited to denote the outcome of mental health care?
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10. Potential Information Loss Due to Categorization of Minimum Inhibitory Concentration Frequency Distributions
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11. Preoperative factors improving the prediction of the postoperative sagittal orientation of the pelvis in standing position after total hip arthroplasty
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13. A Critical Review of Stroke Trial Analytical Methodology: Outcome Measures, Study Design, and Correction for Imbalances
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14. Treatment Outcome, Duration, and Costs: A Comparison of Performance Indicators Using Data from Eight Mental Health Care Providers in The Netherlands
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17. Dichotomizing a continuous outcome in cluster randomized trials: impact on power
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18. B-cell epitope prediction for peptide-based vaccine design: towards a paradigm of biological outcomes for global health
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19. Occupational gaps 5 years after stroke
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20. Understanding the effects of dichotomization of continuous outcomes on geostatistical inference
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21. A threshold-free approach with age-dependency for estimating malaria seroprevalence
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22. Denoting treatment outcome in child and adolescent psychiatry: a comparison of continuous and categorical outcomes
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23. Improving Power by Dichotomizing (Even Under Normality)
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24. Machine learning to predict stroke risk from routine hospital data: A systematic review
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28. Role of the Proportional Odds Assumption for the Analysis of Ordinal Outcomes in Neurologic Trials
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29. Statistical considerations in the choice of endpoint for drug use disorder trials
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30. Using marginal standardisation to estimate relative risk without dichotomising continuous outcomes
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32. Comparison of models for analyzing two-group, cross-sectional data with a Gaussian outcome subject to a detection limit
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33. Quantile continuous treatment effects
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34. Serodynamics: a review of methods for epidemiological inference using serological data
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35. How improper dichotomization and the misrepresentation of uncertainty undermine social science research
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36. Revisiting the Links Between Numeracy and Decision Making: Replication Registered Report of Peters et al. (2006) With an Extension Examining Confidence
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38. Multiple imputation in the presence of an incomplete binary variable created from an underlying continuous variable
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39. Clinical significance of diabetes control before metabolic surgery
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40. Optimal Experimental Design With Nesting of Persons in Organizations
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41. Clinician’s Approach to Advanced Statistical Methods: Win Ratios, Restricted Mean Survival Time, Responder Analyses, and Standardized Mean Differences
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42. Prevalence and Determinants of COVID-19 Vaccine Acceptance in South East Asia: A Systematic Review and Meta-Analysis of 1,166,275 Respondents
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43. Improving IoT Predictions through the Identification of Graphical Features
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44. On responder analyses when a continuous variable is dichotomized and measurement error is present
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45. Within-treatment frequency of use versus abstinence as a predictor of longitudinal post-treatment follow-up assessments of drug use
    G. Fitzmaurice, S. Lipsitz, R. Weiss · 2020 · Drug and Alcohol Dependence
46. Evaluating spillover of HIV knowledge from study participants to their network members in a stepped-wedge behavioural intervention in Tanzania
    Rewley, Jeffrey, Fawzi, Mary C Smith, McAdam, Keith, Kaaya, Sylvia, Liu, Yuanyuan, Todd, Jim, Andrew, Irene, Onnela, Jukka Pekka · 2020 · BMJ Open
47. Limitations of Separating Athletes into High or Low-Risk Groups based on a Cut-Off. A Clinical Commentary
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48. Measuring the Performance of Survival Models to Personalize Treatment Choices
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49. An Empirical Assessment of the Cost of Dichotomization of the Outcome of Clinical Trials
    E. V. van Zwet, F. Harrell, Stephen J. Senn · 2026 · Statistics in Medicine
50. Classifying responders and non-responders; does it help when there is evidence of differentially responding patient groups?
    R. Boessen, R. Groenwold, M. Knol, D. Grobbee, K. Roes · 2012 · Journal of Psychiatric Research
51. Many continuous variables should be analyzed using the relative scale: a case study of β2-agonists for preventing exercise-induced bronchoconstriction
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52. A quantile frailty index without dichotomization
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53. Improving drug safety predictions by reducing poor analytical practices
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54. Existing fluid responsiveness studies using the mini‐fluid challenge may be misleading: Methodological considerations and simulations
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55. Association between the COVID-19 pandemic and mental health in very old people in Sweden
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56. Drivers of bias in diagnostic test accuracy estimates when using expert panels as a reference standard: a simulation study
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57. Quality control in deep learning and confidence quantification: Seismic velocity regression through classification
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58. Benchmarking B-Cell Epitope Prediction with Quantitative Dose-Response Data on Antipeptide Antibodies: Towards Novel Pharmaceutical Product Development
    Salvador Eugenio C. Caoili · 2014 · BioMed Research International
59. Disruptive Behavior Disorders and Marijuana Use: The Role of Depressive Symptoms
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60. Parental factors predicting unnecessary ambulance use for their child with acute illness: A cross‐sectional study
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61. Analysing malnutrition status of urban children in Bangladesh: quantile regression modelling
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62. Effects of Statistical Practices for Longitudinal Group Comparison of the Penetration-Aspiration Scale on Power and Effect Size Estimation: A Monte Carlo Simulation Study
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63. Structural Variation Detection with Read Pair Information: An Improved Null Hypothesis Reduces Bias
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64. Comparing health-related quality of life in modified Rankin Scale grades: 15D results from 323 patients with brain arteriovenous malformation and population controls
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65. Association of serum 25-hydroxy vitamin D with gait speed and handgrip strength in patients on hemodialysis
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66. B-cell epitope prediction for peptide-based vaccine design
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67. A unified and flexible modelling framework for the analysis of malaria serology data
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68. The number needed to treat adjusted for explanatory variables in regression and survival analysis: Theory and application
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69. Shigella-Controlled Human Infection Models: Current and Future Perspectives
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70. Tuberculosis: laboratory diagnosis and treatment strategies
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71. Direct use of clinical tolerance limits for assessing agreement: A robust nonparametric approach
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72. Predicting dichotomised outcomes from high-dimensional data in biomedicine
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73. Exploring Trial Endpoints in Geographic Atrophy Based on Localized Functional Changes in Microperimetry and AI-Quantified OCT Biomarkers
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77. Nonparametric Tests of the Causal Null With Nondiscrete Exposures
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78. New ECG algorithms with improved accuracy for prediction of culprit vessel in inferior ST-segment elevation myocardial infarction
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80. Genome-wide association study of post COVID-19 syndrome in a population-based cohort in Germany
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82. What Drives the Reuse of Municipal Wastewater? A County-Level Analysis of Florida
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84. The Importance of Illness Severity and Multimorbidity in the Association Between Mental Health and Body Weight in Psoriasis: Cross-Sectional and Longitudinal Analysis
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97. Likelihood‐based analysis of outcome‐dependent sampling designs with longitudinal data
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98. SArKS: de novo discovery of gene expression regulatory motif sites and domains by suffix array kernel smoothing
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99. Does a self-report questionnaire predict strategy use in mathematical problem solving among elementary school children? Importance of question format depending on the grade
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