MAST10010 Data Analysis 1 Notes | Assignment Help | Syllabus
University: University Of Melbourne
“This course provides the groundwork for learning the basic principles of probability and statistics that are needed for data analysis. Students will acquire familiarity with a major statistical computer program and will gain competence in several of the statistical methods frequently used in the design and analysis of studies. They should learn how to gather random samples, describe data, perform basic statistical inference, such as parametric and nonparametric tests to compare population proportions and means, manipulate data, and compute statistics. Applications from science, engineering, and commerce will be used to demonstrate the techniques. The computer laboratory courses will emphasize descriptive statistics, data manipulation, and the application of statistical techniques taught in lectures.
Sampling; experimental design; basic probability review; estimate; confidence intervals; hypothesis testing, including kinds of mistakes and power; inferences about means and proportions based on single and independent samples; matched pairs designs, nonparametric techniques, contingency tables, regression, and analysis of variance are among of the topics covered.
Learning outcomes that are expected
Students who complete this course should:
Recognize the significance of random sampling and experimental design in scientific studies;
Understand some basic statistical inference principles such as confidence intervals and hypothesis testing.
To describe a collection of data, use quantitative and graphical techniques;
Develop proficiency in the use of a few popular statistical methods;
Learn how to use a popular statistical computing program.
Skills that are universal
Students will have the chance to acquire general abilities that will help them in any future professional path, in addition to acquiring particular skills that will help them in their future jobs in science. These are some of them:
analytical skills: the ability to construct and express logical arguments and work in abstract or general terms to increase the clarity and efficiency of analysis; collaborative skills: the ability to work in a team; time-management skills: the ability to meet regular deadlines wh ”
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