Ministat Pro

----Methodologies and E-books---

Regression analysis:-

Multiple linear regression

Poisson log-linear regression

Binary logistic regression

ANOVA: One-Way-ANOVA

Chi-squared tests:-

Test of association

Goodness of fit test

T-tests:-

One sample t-test

Two sample t-test

Paired t-test

Variance tests:

Chi square test on variance

F-test two compare two variances

Leven's test on homogeneity of variances

Correlation test:-

Pearson correlation test

Random number Simulation from:-

Normal distribution

Exponential distribution

Beta distribution

Uniform distribution

Binomial distribution

CDF and Inverse CDFs of:-

Normal distribution

Student t-distribution

Chi-squared distribution

F-distribution

Re-sampling:-

sampling without replacement

Sampling with replacement

Graphs:-

Bar-Chart

Pie-Chart

Scatter plot

Normal probability plot

Timeseries plot

Frequency distribution:-

Grouped

Ungrouped

Summary measures:-

Mean, Median, Mode

Variance and standard deviations

Skewness, kurtosis , quartiles

Min, Max and range

E-books full course :-

Basic Statistics

Probability theory

Statistical Methods

Statistical inference:

Linear regression analysis

Statistical Methods

Survival analysis

Data management tools.