Rating 4.6 out of 5 (28 ratings in Udemy)

• Special Probability Distributions (Binomial - Poisson - Exponential - Uniform)
• Normal Distribution
• Descriptive Statistics (Types of Data & Histogram-Central Tendency-Variability-Symmetry)
• Statistical Inference (Guidelines Choosing the Model-Parameter Estimation-Method of Moments-Maximum Likelihood Estimator-Comparing Estimators-Goodness of Fit)
• Confidence Intervals (Sample Mean-Sample Size Selection-C.I. for mean with Unknown Variance-C.I. for the Variance-C.I. for difference between two means)
• Hypothesis Testing (Types of Error in Hypothesis Testing-Aproaches to Hypothesis Testing-One sided Test-Type II Error)