Data Analysis : using statistics and probability with R Language
Partha Sarathi Bishnu & Vandana Bhattacherjee
- Delhi PHI Learning private limited c2019
- xvii, 573 P.B
Preface Acknowledgements 1. Data Analysis—Introduction 2. Basic R Language and MS Excel 3. Descriptive Statistics and Data Visualisation 4. Correlation and Regression Analysis 5. Probability and Probability Distribution 6. Sampling, Sampling Distribution, and Estimation of Parameters 7. Hypothesis Testing and Small Sampling Concepts 8. Analysis of Variance (ANOVA) 9. Chi-Square Test and Different Non-parametric Tests 10. Statistical Quality Control and Acceptance Sampling 11. Time Series Analysis 12. Statistical Decision Analysis Bibliography Index Website Contents • Excel Implementation and R Programs • Additional Topics