Prediction statistics for psychological assessment /

"As statistical prediction becomes ubiquitous in many areas of psychology, a comprehensive guide to navigating these tools is needed, one that covers topics pertinent to those in psychology and the social sciences. Prediction Statistics for Psychological Assessment, by R. Karl Hanson, is the fi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Hanson, R. Karl (Robert Karl), 1957- (Autor)
Autor Corporativo: American Psychological Association
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Washington, DC : American Psychological Association, [2022]
Temas:
Psychological tests > Statistical methods.
Risk assessment.
Psychological Tests > statistics & numerical data
Risk Assessment
Tests psychologiques > Méthodes statistiques.
Évaluation du risque.
risk assessment.
PSYCHOLOGY / Statistics.
PSYCHOLOGY / Assessment, Testing & Measurement.
Psychological tests > Statistical methods
Risk assessment
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Part I. Background and overview. Introduction to prediction statistics in psychology
  • The nature of probability
  • Overview of the statistics chapters
  • Part II. Statistics for describing likelihoods. Proportions
  • Discrete-time survival analysis
  • Kaplan-Meier survival analysis
  • Part III. Discrimination and relative risk. Dichotomous predictors
  • Area under the curve
  • Cohen's d
  • Cox regression
  • Logistic regression
  • Part IV. Calibration. Chi-square goodness-of-fit
  • The E/O index
  • Meta-analysis
  • Calibration plots
  • Part V. Percentile ranks. Percentiles
  • Part VI. Practice considerations. Estimating the quality of prediction tools
  • Standardizing risk communication
  • Going even further.

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