Quantitative Research using R
portes grátis
Quantitative Research using R
Bulsari, Smruti; Pandya, Kiran
Taylor & Francis Ltd
03/2026
354
Mole
Inglês
9781032827872
15 a 20 dias
Descrição não disponível.
Foreword Preface 1. Introduction to R and RStudio 2. Understanding Quantitative Data 3. Sample Size and Sample Selection Bias 4. Data Structures and Wrangling 5. Data Visualisation 6. Hypothesis Testing 7. Descriptive Statistics 8. t-Tests: One-Sample, Independent Samples and Paired Samples 9. Analysis of Variance 10. Correlation Analysis 11. Regression Analysis 12. Analysis of Covariance (ANCOVA) 13. Logistic Regression (Logit) and Probit Models 14. Discriminant Analysis 15. Non-Parametric Tests 16. Factor Analysis: Principal Components Method 17. Cluster Analysis 18. Multidimensional Scaling 19. Sensitivity Analysis 20. Survival Analysis 21. Multiresponse Analysis Appendix - A: Description of Datasets used in this book
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multivariate statistics;survey methodology;data wrangling;hypothesis testing;social science analytics;sampling techniques;advanced statistical modelling in R
Foreword Preface 1. Introduction to R and RStudio 2. Understanding Quantitative Data 3. Sample Size and Sample Selection Bias 4. Data Structures and Wrangling 5. Data Visualisation 6. Hypothesis Testing 7. Descriptive Statistics 8. t-Tests: One-Sample, Independent Samples and Paired Samples 9. Analysis of Variance 10. Correlation Analysis 11. Regression Analysis 12. Analysis of Covariance (ANCOVA) 13. Logistic Regression (Logit) and Probit Models 14. Discriminant Analysis 15. Non-Parametric Tests 16. Factor Analysis: Principal Components Method 17. Cluster Analysis 18. Multidimensional Scaling 19. Sensitivity Analysis 20. Survival Analysis 21. Multiresponse Analysis Appendix - A: Description of Datasets used in this book
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
