The book is written to provide a strong foundation of data analysis techniques based on statistical and econometric models using STATA and R. The objective is to explain the concepts and their applications with practical illustrations. It covers topics such as data representation, statistical techniques,and regression analysis including non-linear, time series, and panel data models. All the chapters include real-life illustrations and use real-world data sets to provide examples of how to explore data, build models,find results, and evaluate using codes in STATA and R. The book attempts to provide an easier learning experience to the readers. The practical approach would enable readers to develop the required skills to perform data analysis using STATA and R.
- Data Management and Data Source
- Basic Data Analysis
- Getting Started with MS-Excel
- An Introduction to STATA
- An Introduction to R
- Distribution Functions
- Sampling Techniques and Survey Design
- Index Number
- Hypothesis Testing and Statistical Inference
- Linear Correlation and Regression
- Time Series, Panel and Non-Linear Regression Model
- Analysis of National Accounts Statistics in RStudio
- Analysis of National Sample Survey Data Using STATA
- Reserve Bank of India Data Analysis in STATA
- Analysis of Census Data Using RStudio
Index
ISBN13:
978-93-91820-89-3
Weight:
0.00
Edition:
1st Edition
Language:
English
Title Code:
1281