Statistics

• Basic Statistics
• Descriptive statistics (Mean, Median, Mode, Standard deviation, Range, Charts & Graphs)
• Probability (Basic theorems on probability / Conditional probability)
• Discrete Probability distributions (Binomial, Poisson, Geometric, Hyper geometric)
• Continuous probability distributions (Normal, T, Chi Square, F)
• Z score
• Confidence Interval for Mean, Standard Deviation and Proportion
• Hypothesis test about Mean and proportion
• Hypothesis test about Standard Deviation and Variance
• ANOVA (One way / Two way)
• MANOVA
• Correlation (Pearson’s correlation, Rank correlation)
• Linear Regression (Simple linear regression / Multiple linear regression)
• Non linear regression
• Logistic regression
• Non parametric test ( Chi square , Run test , Sign test , Mann Whitney U test ,Wilcoxon’s paired sign rank test, Kruskall Wallis Test)
• Statistical Quality Control [chart, R chart, C chart, P chart, NP chart]
• Decision theory
• Game Theory
• Linear Programming Problem
• Time Series Analysis (Moving average, Exponential smoothing, Fitting trend and Seasonal models)
• Index Numbers
• Business Statistics
• Biostatistics
• Econometrics

Softwares

• Excel
• Minitab
• SPSS
• Polystat

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