statistic modeling:(比较容易)
- To assess large amounts of data on representativeness and quality
- To express the characteristics of the data using indicators and graphs
- To calculate probabilities for events using theoretical probability distributions
- To estimate population parameters and confidence intervals from sample data
- To choose the right statistical method to test the relation between two variables and to execute these methods correctly
- To estimate a multiple regression model for the relation between one dependent variable and several independent variables
- To check whether or not the conditions for a regression analysis are satisfied and to validate the model
- To perform independently all the steps of solving a given problem using the appropriate statistical analyses and to present the results in a well written report .1point3acres- To perform these tasks using the statistical software tool SPSS.google и
- To interpret the results of SPSS .
stochastic process:(有点跟不上).1point3acres
(i) renewal processes, (ii) martingales, (iii) random walk and (iv) Brownian motion