Statistics with R
Descriptive Stats
Distributions
Regression
Time Series
Hypothesis Testing
A series of tutorials and worked examples covering statistical concepts with R and Indian economic data.
Learning
Statistics with R
A series of tutorials and worked examples covering statistical concepts with R and Indian economic data.
Descriptive StatsDistributionsRegressionTime SeriesHypothesis Testing
| Title | Description | Date | Categories |
|---|---|---|---|
| Chapter 1: Descriptive Statistics | Measures of central tendency, dispersion, shape, and exploratory data analysis with R. | 10 Jan 2025 | |
| Chapter 2: Probability & Distributions | Probability theory, common distributions, and their applications in statistical analysis using R. | 20 Jan 2025 | |
| Time Series Models | A time series is a sequence of data points collected at successive points in time, typically at equally spaced intervals. Time series analysis is used to understand past… | 13 May 2026 | |
| Basic Statistics | Basic statistics is the foundation of all data analysis. It provides tools to summarize, describe, and understand data before performing any advanced modelling. It answers… | 13 May 2026 | |
| Chapter 3: Regression Analysis | Simple and multiple linear regression, OLS, diagnostics, and interpretation using R. | 5 Feb 2025 | |
| Survival Analysis in R: From Theory to Practice | “The question is not whether you will die, but when — and survival analysis is the statistics that answers it.” | 10 Apr 2026 | |
| The Central Limit Theorem | The Central Limit Theorem (CLT) is arguably the most important result in all of statistics. It explains why the normal distribution appears everywhere in practice and forms… | 13 May 2026 | |
| Chapter 4: Time Series Analysis | Decomposition, autocorrelation, ARIMA modeling, and forecasting with R. | 20 Feb 2025 | |
| Regression Analysis | Regression analysis is a statistical method used to understand and quantify the relationship between variables. It helps us: | 13 May 2026 | |
| Statistical Graphics | Statistical graphics are visual representations of data that help us explore distributions, relationships, patterns, and anomalies that are impossible to see in tables of… | 13 May 2026 |
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