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Обычная версия сайта
Бакалавриат 2020/2021

# Экономическая статистика

Направление: 38.03.02. Менеджмент
Когда читается: 2-й курс, 3, 4 модуль
Формат изучения: без онлайн-курса
Язык: английский
Кредиты: 6
Контактные часы: 60

### Course Syllabus

#### Abstract

This course equips students with basic skills in statistical analysis in economics and management. Student learn principles of sampe design, testing hypotheses, estimation of correlations. Exercises are based on business cases and datasets from business.

#### Learning Objectives

• be able to design sample for the survey or data collection
• be able to use distributions for analytical purposes
• be able to create statistical distributions
• be able to test hypotheses
• be able to estimate correlation coefs
• be able to draw conclusions based on statistical analysis

#### Expected Learning Outcomes

• to be able to apply quantitative research methods in the field of business studies
• be able to demonstrate knowledge of descriptive statistics and data visualization
• be able to calculate confidence intervals
• be able to find probability distributions for discrete events
• be able to estimate probability distributions for continuous events
• be able to estimate parameters of proportions
• be able to apply ANOVA to solve data analysis problems
• be able to test hypotheses
• be able to estimate confidence interval
• be able to design sample for the further analysis

#### Course Contents

• Introduction
• Descriptive Statistics
• Confidence Intervals
• Testing Hypotheses
• Compare Two Populations
• ANOVA
• Correlation
• Descriptive Statistics of Proportions
• Hypothesis Testing for Population Proportions
• Goodness-of-Fit Tests and Contingency Analysis
• Nonparametric Methods
• Surveys

#### Assessment Elements

• Seminar Activity
• Home Assignments
We don't accept home assignments when the student sends us do- and log-file by email.
• Oral Exam

#### Interim Assessment

• Interim assessment (4 module)
0.2 * Home Assignments + 0.7 * Oral Exam + 0.1 * Seminar Activity

#### Recommended Core Bibliography

• Fraser C. Business statistics for competitive advantage with Excel 2016: basics, model building, simulation and cases. New York, NY: Springer Science+Business Media, 2016. 475 с.
• Denis, D. J. (2016). Applied Univariate, Bivariate, and Multivariate Statistics. Hoboken, New Jersey: Wiley. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1091881
• Denis, Daniel J. (2015). Applied Univariate, Bivariate and Multivariate Statistics, John Wiley & Sons, Inc. https://ebookcentral.proquest.com/lib/hselibrary-ebooks/detail.action?docID=4338227
• Statistics and Causality : Methods for Applied Empirical Research, edited by Wolfgang Wiedermann, and Eye, Alexander von, John Wiley & Sons, Incorporated, 2016. ProQuest Ebook Central, https://ebookcentral.proquest.com/lib/hselibrary-ebooks/detail.action?docID=4530803.
• Stowell, Sarah (2014). Using R for Statistics. Apress. https://link.springer.com/book/10.1007%2F978-1-4842-0139-8