Educational guide
IDENTIFYING DATA							2020_21
Subject	DATA ANALYSIS					Code	01736007
Study programme	1736 - MASTER UNIVERSITARIO EN INVESTIGACION EN BIOLOGIA FUNDAMENTALY BIOMEDICINA
Descriptors	Credit.	Type	Year	Period
	5	Optional	First	Annual
Language	Castellano Ingles
Prerequisites
Department	MATEMATICAS
Coordinador	QUIROS CARRETERO , ALICIA				E-mail	aquic@unileon.es darim@unileon.es
Lecturers	ARIAS MOSQUERA , DANIEL QUIROS CARRETERO , ALICIA
Web	http://
General description
Tribunales de Revisión	Tribunal titular Cargo Departamento Profesor Presidente MATEMATICAS CARRIEGOS VIEIRA , MIGUEL Secretario MATEMATICAS TROBAJO DE LAS MATAS , MARIA TERESA Vocal MATEMATICAS GARCIA FERNANDEZ , ROSA MARTA Tribunal suplente Cargo Departamento Profesor Presidente MATEMATICAS GOMEZ PEREZ , JAVIER Secretario MATEMATICAS LOPEZ CABECEIRA , MONTSERRAT Vocal MATEMATICAS VEGA CASIELLES , SUSANA

Competencies

Type A	Code	Competences Specific
	A17411
Type B	Code	Competences Transversal
	B5400
	B5402
	B5403
	B5404
	B5405
	B5406
	B5407
	B5408
	B5409
	B5410
	B5411
	B5412
	B5413
	B5414
	B5415
	B5416
Type C	Code	Competences Nuclear
	C1
	C2
	C3
	C4
	C5

Learning aims

	Competences
	A17411	B5400 B5402 B5403 B5404 B5405 B5407 B5408 B5409 B5411 B5412 B5413 B5414 B5415 B5416	C1 C2 C3 C4 C5
	A17411	B5400 B5402 B5403 B5404 B5405 B5406 B5407 B5408 B5409 B5410 B5411 B5412 B5413 B5414 B5415 B5416	C1 C2 C3 C4 C5
	A17411	B5400 B5402 B5403 B5404 B5405 B5406 B5407 B5408 B5409 B5410 B5411 B5412 B5413 B5414 B5415 B5416	C1 C2 C3 C4 C5

Contents

Topic	Sub-topic

Planning

Methodologies  ::  Tests
	Class hours	Hours outside the classroom	Total hours
Practicals using information and communication technologies (ICTs) in computer rooms	30	30	60
Personal tuition	15	0	15
Seminars	20	0	20
Lecture	10	20	30
(*)The information in the planning table is for guidance only and does not take into account the heterogeneity of the students.

Methodologies

Methodologies   ::  

	Description
Practicals using information and communication technologies (ICTs) in computer rooms
Personal tuition
Seminars
Lecture

Personalized attention

Personal tuition Practicals using information and communication technologies (ICTs) in computer rooms

Description

Assessment

	Description	Qualification
Practicals using information and communication technologies (ICTs) in computer rooms		70%
Seminars		15% (trabajo) 15% (presentación)
Other comments and second call

ADDENDUM

Contingency plan due to COVID-19 emergency conditions that prevents from presence based teaching

COVID-19 Teaching Guide Addendum Access Link

Sources of information

Access to Recommended Bibliography in the Catalog ULE

Basic	Everitt, Brian S. & Hothorn, Torsten , A Handbook of Statistical Analyses Using R, CRC Press, 2009 W.K. Hardle & L. Simar, Applied multivariate statistical analysis, fourth edition, Springer, 2015 Douglas C. Montgomery, Design and Analysis of Experiments (eighth edition), Wiley, 2013 J. Susan Milton, Estadística para Biología y Ciencias de la Salud (3ª edición ampliada), McGraw-Hill, 2007 Quinn, Gerry P. & Keough, Michael J., Experimental design and data analysis for biologists, Cambridge University Press, 2002
Complementary	B.S. Everitt, An R and S-Plus companion to multivariate analysis, Springer, 2005 G.D. Ruxton, Experimental design for the life sciences, Oxford University Press, 2016 H. Motulsky, Intuitive biostatistics, Oxford University Press, 1995 M.D. Ugarte, A.F. Militino & A. Arnholt, Probability and statistics with R, CRC, 2008 D. Peña, Regresión y Diseño de Experimentos, Grupo Anaya Comercial, 2010

Recommendations