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Statistics for International Business · LearnSpace
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Statistics for International Business

Курс от University of London
Уровень не указан≈ 12.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces core areas of statistics that will be useful in business and for several MBA modules. It covers a variety of ways to present data, probability, and statistical estimation. You can test your understanding as you progress, while more advanced content is available if you want to push yourself. This course forms part of a specialisation from the University of London designed to help you develop and build the essential business, academic, and cultural skills necessary to succeed in international business, or in further study. If completed successfully, your certificate from this specialisation can also be used as part of the application process for the University of London Global MBA programme, particularly for early career applicants. If you would like more information about the Global MBA, please visit https://mba.london.ac.uk/. This course is endorsed by CMI

Навыки, которые вы освоите

Descriptive StatisticsProbability DistributionProbability & StatisticsProbabilityData PresentationStatistical InferenceStatisticsSampling (Statistics)Statistical Hypothesis TestingEstimationStatistical MethodsData AnalysisStatistical VisualizationDecision MakingData-Driven Decision-MakingGraphingData Collection

Программа курса

4 модулей · 73 учебных материалов

01Using Graphs to Describe Data12 материалов

Welcome to the Course!

Welcome to Statistics for International BusinessВидео

Week One: Using Graphs to Describe Data

Introduction - Using graphs to describe dataВидео1. Decision Making in an Uncertain EnvironmentВидео2. Population and SampleВидео

Учитесь у экспертов

George Kapetanios

Professor of Finance and Econometrics

Statistics for International Business
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Обучение на Coursera

≈ 12.4 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
3. Parameters and StatisticsВидео
4. Descriptive and Inferential StatisticsВидео
Quiz: Categorical and Numerical VariablesЗадание
5. Graphs to Describe Numerical ValuesВидео
6. Shape of a DistributionВидео
Peer Review: Using Graphs to Describe DataВзаимная проверка
SummaryВидео
End of Week QuizЗадание
02Using Measures to Describe Data12 материалов

Week Two: Using Measures to Describe Data

Introduction- Using Measures to Describe DataВидео1. Descriptive Statistics- Using Measures to Describe DataВидео2. Measures of Central Tendency and LocationВидео3. Mean, Median, and Mode- Which is Best?Видео4. Shape of a DistributionВидео5. Measures of VariabilityВидео5.1 Measures of Variability: ExamplesВидео6. Weighted MeanВидео7. Measures of Relationships Between VariablesВидеоSummative QuestionsЗаданиеSummaryВидеоEnd of Week QuizЗадание
03Probability and Probability Distributions20 материалов

Probability and Probability Distributions

Probability and Probability Distributions - An IntroductionВидео1. IntroductionВидео2. Random ExperimentВидео3. EventsВидео4: ProbabilityВидео4.1: The Definition of ProbabilityВидео4.2: Probability RulesВидео4.3: The Addition Rule of ProbabilitiesВидео4.4: Conditional ProbabilityВидео4.5: The Multiplication Rule of ProbabilitiesВидео5: Random VariablesВидео5.1: The Probability Distribution FunctionВидео6: Properties of Discrete Random VariablesВидео6.1: The Variance of a Discrete Random VariableВидео7. Continuous Random VariablesВидео8. The Probability Density FunctionВидео9. The Expectations for Continuous Random VariablesВидеоProbability and Probability Distributions - SummaryВидео

Week Three: Probability and Probability Distributions

Summative QuestionsЗаданиеEnd of Week QuizЗадание
04Statistical Estimation29 материалов

Week Four: Statistical Estimation

Statistical Estimation - An IntroductionВидео1. Statistical EstimationВидео2. Estimator and EstimateВидео2.1. Point Estimator and Point EstimateВидео2.2. UnbiasedВидео2.3. EfficiencyВидео3. Confidence Interval EstimationВидео3.1 Confidence Intervals, Part 1Видео3.1 Confidence Intervals, Part 2Видео4. Testing HypothesisВидео4.1. Formulation of the Null Hypothesis and the Alternative HypothesisВидео4.2. Test StatisticВидео4.2.1. The Decision RuleВидео4.2.2. Types of ErrorsВидео4.2.3. Performing the Test and the Decision RuleВидео4.2.3.1 Hypothesis Testing: ExamplesВидеоPractice exerciseЧтениеSolution to practice exerciseЧтение5. Regression ModelВидеоPractice exerciseЧтениеSolutions to practice exerciseЧтениеStatistical Estimation - SummaryВидео

Statistical Estimation: End of Week Quiz

End of WeekЗадание

End of Course Quiz

Summative AssignmentВзаимная проверкаEnd of Course QuizЗадание

Optional Content- Statistical Estimation

1. Further on the Linear Regression ModelВидео2. Deriving the OLS bВидео3.The Statistical Properties of the OLS bВидео4. Gauss-Marcov Theorem ProofВидео