|
أ.1 |
Understandable the concept of components of time series |
|
أ.2 |
Understandable basic concepts of using time series models |
|
أ.3 |
Define the class of ARIMA and SARIMA probability models |
|
أ.4 |
Define what it means for a time series to be stationary |
ب. (Mental skills)
|
ب.1 |
Distinguishing between Deterministic and stochastic model , |
|
ب.2 |
Distinguishing between Stationary and non-stationary stochastic models, |
|
ب.3 |
determine whether a particular model from the class of ARIMA models is stationary and invertible |
|
ب.4 |
determine an appropriate model for a data set from the class of ARIMA or SARIMA models |
ت. (Practical & professional skills)
|
ج.1 |
Predict future values for a given time series; |
|
ج.2 |
Derive the mean, variance and autocorrelation function for a particular model from the class of ARIMA models; |
|
ج.3 |
Built an appropriate model for a data set from the class of ARIMA or SARIMA models |
|
ج.4 |
Evaluate an appropriate model accuracy in R using a validation data set |
ث. (Generic and transferable skills)
|
د.1 |
The student can communicate in writing and orally and express a sound opinion in addressing the research reality |
|
د.2 |
The student has weight in dealing with the work team and consulting in ways to solve problems and study related phenomena |
|
د.3 |
The student communicates with interested teams on both theoretical and practical aspects in the field of the course |