Data Analysis: Using Statistics and Probability with R. Language
Bishnu, Partha Sarathi
Data Analysis: Using Statistics and Probability with R. Language - 1st ed. - Delhi PHI Learning 2019 - 573p.
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
9789387472655
Data Analysis: Using Statistics and Probability with R. Language
Data Analysis: Using Statistics and Probability with R. Language - 1st ed. - Delhi PHI Learning 2019 - 573p.
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
9789387472655
Data Analysis: Using Statistics and Probability with R. Language