Bishnu, Partha Sarathi
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
9789387472655 695
DATA ANALYSIS
COMPUTER SCIENCE
519.5 BIS(DAT)
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
9789387472655 695
DATA ANALYSIS
COMPUTER SCIENCE
519.5 BIS(DAT)