Data Analysis Using R for Beginners

1st Week
– Introduction to R and R Studio
– Basic Operations
– Measures of Central Tendency
– Data Import and Export

2nd Week
– Introduction to Descriptive Statistics
– Basic R Programming
– Measures of Dispersion
– Measures of Position
– Handling Data sets & applying the Descriptive Statistics

3rd Week
– Introduction to Data Visualization
– Basic Plots with ggplot2
– Advanced Plot Customization
– Bar and Pie Charts
– Histograms and Density Plots

4th Week
– Introduction to Hypothesis Testing
– Z-Tests
– T-Tests
– Advanced Topics in Hypothesis Testing

5th Week
– Introduction to Experimental Designs
– Completely Randomized Design (CRD)
– Randomized Complete Block Design (RCBD)
– Comparing CRD and RCBD
– Advanced Topics in CRD and RCBD

6th Week
– Introduction to Chi-Square Tests
– Chi-Square Goodness-of-Fit Test
– Chi-Square Test of Independence
– Chi-Square Test of Homogeneity
– Advanced Topics and Practical Applications

7th Week
– Introduction to Regression Analysis
– Simple Linear Regression
– Multiple Regression Analysis
– Advanced Topics in Regression
– Time Series Analysis

8th Week
–  Introduction to Time Series Analysis
–  Basic Time Series Models
– Decomposition of Time Series
– Forecasting with Time Series
– Evaluating and Improving Forecasts