|Course code: 240201||Subject title: STATISTICS|
|Credits: 6||Type of subject: Basic||Year: 1||Period: 2º S|
|Department: Estadística, Informática y Matemáticas|
|SANTAFE RODRIGO, GUZMAN (Resp) [Mentoring ]|
R1.- To perform descriptive statistical analysis of data sets in order to summarize effective and precise information when drafting reports and statements and understand these analyses as an important application of databases in different fields of management and knowledge.
R2.- To apply appropriate statistical treatments according to the nature of the statistical variables included in a database.
R3.- To use a statistical package for statistical data base processing and simulation of random phenomena.
R4.- To model problems in environment of uncertainty by assigning probability event, the calculation of the conditional probability and the use of independent events.
R5. - To recognize the main stochastic models, both discrete and continuous, together with general methods of probability that can adapt to new models not specifically listed.
R6.- To model stochastic relationships between variables.
R7.- To implement and understand the basis and scope of probability applications incomputer science for teh analysis of computational complexity, the methods of random
number generation, simulation techniques, coding methods in the transmission of information, the Internet topology, treatment of transmission errors, the evolution of certain
data structures and operation of communication networks.
R8.- Using statistical tools to adequately estimate the unknown parameters of statistical models posed in engineering by methods of point estimation and interval.
R9.- Learning statistical techniques to facilitate the process of decision making in uncertain environment: hypothesis testing
|Methodology - Activity||Attendance||Self-study|
|A-1 Theoretical clases||44|
|A-2 Computer Labs||14|
|A-3 Debates, group work, etc||1|
|A-4 Monitoring proofs||8|
|A-7 Exam, evalutaion proofs||4|
|G8||A-1, A-2, A-4, A-6, A-8|
|G9||A-1, A-2, A-4, A-6, A-8|
|FB1||A-1, A-2, A-4, A-6, A-7, A-8|
|FB3||A-1, A-2, A-4, A-6, A-8|
|T1||A-1, A-2, A-3, A-4, A-6, A-8|
|T3||A-1, A-2, A-3, A-4, A-7|
|T4||A-2, A-4, A-7, A-8|
|T8||A-2, A-4, A-6|
|Weight (%)||It allows
|R1,R2,R3,R4,R5,R6,R7,R8,R9||Second exam||60||Yes||5 out of 10|
Descriptive statistics and statistical software -R- will be dealt with through the whole course.
Displaying Qualitative and Quantitative Data
Measures of Location and Spread
Bivariate and Multivariate data
2.- General Probability and Random Variables
Counting Techniques (a review)
Discrete and Continuous Random Variables
3.- Univariate probability distribution
Discrete and Continuous Univariate Probability Distributions
6 Sampling and Sampling Distributions
Sampling Distribution of the Sample Mean, Sample Variance and Sample Proportion
Sampling Distributions Associated with the Normal Distribution
7.- Point Estimation and Confidence Intervals
Properties of Point Estimators
Type I and Type II Errors
Uniformly Most Powerful Test
p-Value or Critical Level
Tests of Significance
9. Introduction to modeling in statistics
Ugarte, M. D., Militino, A. F., Arnholt, A. T. (2016). Probability and Statistics with R. Second Edition. CRC Press/Chapman and Hall.
Devore, J. (2005) Applied statistics for engineers and scientists. Thomson