Universidad de Jaén

Content Description:

     1. Introduction to Descriptive Statistics.

          1.1. Basic concepts in descriptive statistics.

          1.2. One-dimensional statistical variables.

                 1.2.1. Frequency tables and graphical representations.

                 1.2.2. Measures of position, variability and shape.

                 1.2.3. Measures of equidistribution.

          1.3. Introduction to two-dimensional descriptive statistics.

     2. Descriptive analysis of a time series.

          2.1. Introduction.

          2.2. Time series components.

          2.3.  Determination of the trend.

          2.4. Determination of seasonal variations.

          2.5.  Deseasonalisation of data

      3. Index numbers.

          3.1. Simple indexes.

          3.2. Composite indexes.

          3.3. Prices, quantities and value indexes.

          3.4. Shifting and splicing of indexes.

          3.5. Deflation.

      4. Introduction to Probability Theory.

          4.1. Definition of probability.

          4.2. Conditional probability.

          4.3. Independent events.

          4.4. Basic theorems in Probability Theory.

      5. Random variable.

          5.1. Discrete random variables. Probability mass function.

          5.2. Continuous random variables. Probability density function.

          5.3. Random vectors. Characteristics.

      6. Probability distributions models.

          6.1. Discrete probability distribution models.

          6.2. Continuous probability distribution models.       

Students with special educational needs should contact the Student Attention Service (Servicio de Atención y Ayudas al Estudiante) in order to receive the appropriate academic support

Computer practices (25%):   

Computer practices will be evaluated through a test with questions similar to those developed in the computer sessions, ensuring the student has acquired the required skill for the use of the software, ability to choose the right procedure and to draw appropriate conclusions. This evaluation will be place at the end of the term, in the last week of class. It is equivalent to 25% of the final grade of the course.

The score obtained in the part of computer practices in the second ordinary call, may be saved for the extraordinary call. If someone takes the exam in the extraordinary call, the grade obtained in the exam will be the one that counts.

Theoretical/Practical Exam (75%):

A written exam with practical exercises related to the contents of the course. They may contain short questions or multiple-choice questions to assess the degree of understanding of basic concepts. This exam supposes 75% of the final grade of this course.

Remarks

• Participation in problem solving will be evaluated positively and will complete, if necessary, the final grade.
• The student who does not take the theoretical-practical exam (75%) on the official date will be classified as "NO PRESENTADO" [NOT PRESENTED].
• In onsite exams, the use of any type of technological device (phone, tablet...) is strictly forbidden, with the exception of the calculator.

1. TEACHING METHODOLOGY AND FORMATIVE ACTIVITIES

A rotational synchronous learning model based on face-to-face sessions with 50% of the total student population, depending on the number of students enrolled in the group and the capacity of the classroom. The rest of the students may follow on-site sessions via videoconference.

If the number of students exceeds the capacity of the classroom and online transmission is not possible, an online format for the full group of students will be preferable.

Groups with a number of students above the limited classroom capacity.

2. EVALUATION SYSTEM

Groups with a number of students above the limited classroom capacity.

Ordinary call

   Remarks

• The score obtained in the part of computer practices may be saved for the extraordinary call. If someone takes the exam in the extraordinary call, the grade obtained in the exam will be the one that counts. 
• The student who does not take the theoretical-practical exam (75%) on the official date will be classified as "NO PRESENTADO" [NOT PRESENTED].
• In onsite exams, the use of any type of technological device (phone, tablet...) is strictly forbidden, with the exception of the calculator.
• In online exams, the student must be identified at all time through GSuite Meet or any other similar platform (with camera and microphone connected).

Extraordinary call

• The evaluation in the extraordinary call will be developed in a similar way to the ordinary call, taking into account the situation of presentiality or impossibility of presentiality at that moment.
• Computer practices will be optional, so that if the student does not take any of these assessment tests in this call, the grade obtained in the ordinary call will be considered. Alternatively, if someone takes the test in the extraordinary call, the grade obtained here will be the one that counts.
• The student who does not take the theoretical-practical exam (75%) on the official date will be classified as "NO PRESENTADO" [NOT PRESENTED].
• In online exams, the student must be identified at all time through GSuite Meet or any other similar platform (with camera and microphone connected).

3.  RESOURCES

For onsite and online teaching, the following resources will be used, if possible:

• Classroom with all the available resources.
• Computer room with all the available resources.
• E-mail.
• Virtual rooms
• Learning platform
• UJA virtual PCs

For online evaluation, the following resources will be used, if possible:

• Virtual rooms
• Online tests
• UJA virtual PCs

1. TEACHING METHODOLOGY AND FORMATIVE ACTIVITIES

2. EVALUATION SYSTEMS

Ordinary Call

Remarks

• The score obtained in the part of computer practices may be saved for the extraordinary call. If someone takes the exam in the extraordinary call, the grade obtained in the exam will be the one that counts. 
• The student who does not take the theoretical-practical exam (75%) on the official date will be classified as "NO PRESENTADO" [NOT PRESENTED].
• In onsite exams, the use of any type of technological device (phone, tablet...) is strictly forbidden, with the exception of the calculator.
• In online exams, the student must be identified at all time through GSuite Meet or any other similar platform (with camera and microphone connected).

  Extraordinary call

• The evaluation in the extraordinary call will be developed in a similar way to the ordinary call, taking into account the situation of presentiality or impossibility of presentiality at that moment.
• Computer practices will be optional, so that if the student does not take any of these assessment tests in this call, the grade obtained in the ordinary call will be considered. Alternatively, if someone takes the test in the extraordinary call, the grade obtained here will be the one that counts.
• The student who does not take the theoretical-practical exam (75%) on the official date will be classified as "NO PRESENTADO" [NOT PRESENTED].
• In online exams, the student must be identified at all time through GSuite Meet or any other similar platform (with camera and microphone connected).

3. RESOURCES

     For face-to-face and online teaching, the following resources will be used, if possible:

• Classroom with all the available resources.
• Computer room with all the available resources.
• E-mail.
• Virtual rooms
• Learning platform
• UJA virtual PCs

For online evaluation, the following resources will be used, if possible:

• Virtual rooms
• Online tests
• UJA virtual PCs

Institution in charge of data processing: Universidad de Jaén, Campus Las Lagunillas, s/n, 23071 Jaén

Data Protection Delegate: dpo@ujaen.es

Purpose: In accordance with the Universities Law and other national and regional regulations in force, carrying out exams and assessment tests corresponding to the courses students are registered in. In order to avoid frauds while sitting the exam, the exam will be answered using a videoconference system, being able the academic staff of the University of Jaén to compare and contrast the image of the person who is answering the exam with the student's photographic files. Likewise, in order to provide the exam with evidential content for revisions or claims, in accordance with current regulation frameworks, the exam will be recorded and stored.

Legitimacy: compliance with legal obligations (Universities Law) and other national and regional regulations currently in force.

Addressees: service providers who are the owners of the platforms where the exams are carried out and with whom the University of Jaén has signed the corresponding data access contracts.

Storage periods: those established in current in force regulations. In the specific case of exam videoconference recordings, not before the examination records and transcripts are closed or the exam can still be reviewed or challenged.

Rights: you can exercise your right of access, amendment, cancellation, opposition, suppression, limitation and portability by sending a letter to the postal or electronic address indicated above. In the event that you consider that your rights have been violated, you may submit a complaint to the Andalusian Council for Transparency and Data Protection www.ctpdandalucia.es

Person in charge: Universidad de Jaén, Paraje Las Lagunillas, s/n; Tel.953 212121; www.ujaen.es

Data protection delegate (DPO): TELEFÓNICA, S.A.U. ; Email: dpo@ujaen.es

Procedure aim: To manage proper recordings of teaching sessions with the aim of facilitating learning process under a multimodal and/or online teaching

Period for record storage: Images will be kept during legal term according to regulations in force

Legitimacy: Data will be managed according to legal regulations (Organic Law 6/2001, December 21, on Universities) and given consent provided by selecting corresponding box in legal admission documents

Data recipients (transfers or assignments): Any person allowed to get access to every teaching modality

Rights: You may exercise your rights of access, rectification, cancellation, portability, limitation of processing, deletion or, where appropriate, opposition. To exercise these rights, you must submit a written request to the Information, Registration and Electronic Administration Service of the University of Jaen at the address above, or by e-mail to the address above. You must specify which of these rights you are requesting to be satisfied and, at the same time, you must attach a photocopy of your ID card or equivalent identification document. In case you act through a representative, legal or voluntary, you must also provide a document that proves this representation and identification. Likewise, if you consider that your right to personal data protection has been violated, you may file a complaint with the Andalusian Data Protection and Transparency Council www.ctpdandalucia.es