| Type: | Package |
| Title: | Fitting and Predict Time Series Interactive Laboratory |
| Version: | 1.2.7 |
| Author: | Alberto Lopez Moreno |
| Maintainer: | Alberto Lopez Moreno <bertolomo@gmail.com> |
| Description: | Interactive laboratory of Time Series based in Box-Jenkins methodology. |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)] |
| Depends: | methods, grDevices, graphics, stats, tools, MASS |
| Encoding: | UTF-8 |
| LazyData: | true |
| NeedsCompilation: | no |
| Packaged: | 2023-09-04 14:25:44 UTC; SSM |
| Repository: | CRAN |
| Date/Publication: | 2023-09-04 15:10:06 UTC |
Time Series Tutorial
Description
TSTutorial packages is an implementation for learning fitting and getting predictions of Time Series with the methology Box-Jenkins. This consist on an interactive laboratory showing differents menus which contain all the steps of the methodology. Furthemore, these menus, and its options, have some explanatory texts and suggestions (based in created tests) to facilitate the learning process.
Details
| Package: | TSTutorial |
| Type: | Package |
| Version: | 1.2.7 |
| Date: | 2023-09-04 |
| License: | GPL (>= 2) |
| LazyLoad: | yes |
| Depends: | methods, grDevices, graphics, stats, snowfall, MASS |
Overview
The use of this package is very simple, to start the tutorial only is required a time series in the method TSTutorial.
Moreover, the package includes three time series as data examples to use them with the function TSTutorial.
Author(s)
Author and maintainer: Alberto Lopez Moreno <bertolomo@gmail.com>
See Also
Overview: TSTutorial-package.
Methods : TSTutorial.
Monthly Airline Passenger Numbers 1990-2009 of Barcelona
Description
Monthly totals of international airline passengers of Barcelona, 1990 to 2009.
Usage
AirBcnFormat
A monthly time series, in thousands.
Source
Ministerio de Fomento (www.fomento.es)
Examples
data(AirBcn)
plot(AirBcn)
Interactive Laboratory of Time Series
Description
TSTutorial is an interactive laboratory for learning fitting and getting predictions from Time Series.
It consist on an ordered collections of menus where it is explained the Box-Jenkins methodology. The principal objective of the function is to be a useful tool in the process of learning this methodology.
Howerver, if you are an expert user who knows the Box-Jenkins methodology, you can use TSTutorial to work with your time series because it avoids you to write all the code.
To know more how to use TSTtutorial you can read the vignette "Tutorial" of this package or directly read it executing the function and selecting the third option (3. Tutorial) of the first menu.
Usage
TSTutorial(series, student, report, contRep)
Arguments
series |
Object of clase .ts (Time Series) |
student |
A logical which indicates if you want the student mode (T) or expert mode (F). See "Details". |
report |
A logical list which indicates if you want to get a report of the session after finish it, and more options. See "Details". |
contRep |
A list containing some parameters to modify parameters of the report, introduce an .tex file modified by the user, etc. See "Details" for more information. |
Details
The student has two options:
T: the laboratory is for students. It shows help texts and suggestions to teach the Box-Jenkins method.
F: the laboratory is for expert users. Only shows the basic information avoiding all the helps and suggestions. It is an useful tool for Time Series advanced users to avoid to write their own scripts.
The report has three options:
report: a logical value indicating (with the value T) to the program to create a .pdf file with the name of the time series introduced in TStutorial and it is saved in the current working directory.
comment: a logical value inidicating (with the value T) to let to the user write comments during the session which will appear in the report. By default, and when report is F, its value is F.
files: a logical value inidicating (with the value T) to not delete the files which are created during the report building process. In this case, the only file created will be the .pdf file . By default, and when report is F, its value is F.
The contRep has three options:
fil: a logical value indicating (with the value T) whether the user set a new .tex file introduced in name. By default is F.
name: the name of the .tex file which the head of the report is to be read from. By default is NULL.
maingraph: The size of the graphics that are plotted in one column.
twograph: The size of the graphics that are plotted in two columns.
Value
None(invisible NULL).
Author(s)
Author and maintainer: Alberto Lopez Moreno
References
Box Jenkins
See Also
Overview: TSTutorial-package.
Methods : TSTutorial.
Examples
#data(AirBcn)
#TSTutorial(AirBcn)
Monthly Made Vehicles in Spain 1990-2008.
Description
Monthly made vehicles in Spain, Genuary 1990 to August 2008.
Usage
TurismesFormat
A monthly time series, in thousands.
Source
Instituto Nacional de Estadistica (www.ine.es).
Examples
data(Turismes)
plot(Turismes)
Monthly Traffic Deads Number 1993-2008 of Spain.
Description
Monthly totals of traffic deads in road and urban accidents of Spain, 1993 to 2008.
Usage
VictimesFormat
A monthly time series, in thousands.
Source
Direccion General de Trafico (www.dgt.es)
Examples
data(Victimes)
plot(Victimes)