The course include comprehensive set of programs for statistical analysis.
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Statistical Programming
Binomial Distribution
Binomial Distribution – Properties
Bernoulli Trial
Binomial Distribution – Uses
Random Sample – Unbaised Experiment
Random Sample – Event & Parameter
Normal Distribution – Pre-Requisites
Standard Normal Variate
Poisson Distribution
Random Sample in Normal Distribution
Quintiles in Normal Distribution
Probability Density Function of Binomial Distribution
Histogram of Binomial Distribution
Probability Density Function of Normal Distribution
Histogram in Bell Curve
Cumulative Plot for Normal distribution
Cumulative Plot for Binomial Distribution
Probability Density Function of Exponential Distribution
Histogram of Exponential Distribution
Cumulative Plot for Exponential distribution
Probability Density Function of Chi Square Distribution
Chi square Distribution – Property
Cumulative Plot for Chi Square Distribution
Scatter Data – Plot
Regression – Plot
Scatter Data – 3d Plot
Skewness – Plot
Kurtosis Curve
Correlation – Heat Map
Correlation – Coloured Map
t-distribution : Quantile
t distribution – Properties
Wilcoxon Signed Rank test
Kruskal Wallis Test
ANOVA – Plot
Residual and Fitted Plot
Normality Density Plot and Normality Quantile
Mann Whitney Test
Mann Whitney Plot : Histogram
F Distribution : Density and Quantile Plot
F Distribution : Properties
F Distribution : CDF plot
F Value in ANOVA
RUN Chart
Stem and Leaf Plot
Post Hoc Analysis
Pairwise Mean Difference Test
Tukeys Method
Normal Distribution : Critical Region
Types of Error : Hypothesis Testing
Discrete Variables : Properties
Continuous Variables : Properties
Pie Diagram
Plot the Bar Diagram
Mean and Variance
Vector Operation
Regression Line
Bayes Theorem
Decision Tree
Karl pearson’s Coefficient of Correlation