Data Analysis : using statistics and probability with R Language Partha Sarathi Bishnu & Vandana Bhattacherjee
Material type:
TextLanguage: English Publication details: Delhi PHI Learning private limited c2019Description: xvii, 573 P.BISBN: 9789387472655Subject(s): DATA ANALYSIS COMPUTER SCIENCEDDC classification: 519.5 BIS(DAT)
| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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REFERENCE STATISTICS
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St. Xavier's University, Kolkata Reference Section | Reference | R 519.5 BIS(DAT) (Browse shelf (Opens below)) | 7317 | Not For Loan | US7317 | ||
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STATISTICS
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St. Xavier's University, Kolkata Lending Section | 519.5 BIS(DAT) (Browse shelf (Opens below)) | 7318 | Available | S7318 | |||
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STATISTICS
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St. Xavier's University, Kolkata Lending Section | 519.5 BIS(DAT)C1 (Browse shelf (Opens below)) | 7319 | Available | S7319 | |||
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STATISTICS
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St. Xavier's University, Kolkata Lending Section | 519.5 BIS(DAT)C2 (Browse shelf (Opens below)) | 7320 | Available | S7320 | |||
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STATISTICS
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St. Xavier's University, Kolkata Lending Section | 519.5 BIS(DAT)C3 (Browse shelf (Opens below)) | 7321 | Available | S7321 |
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
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