課程信息

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完成時間大約為10 小時
英語(English)
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可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
完成時間大約為10 小時
英語(English)
字幕:英語(English)

提供方

伦敦大学 徽標

伦敦大学

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 3 小時

Using Graphs to Describe Data

完成時間為 3 小時
9 個視頻 (總計 42 分鐘)
9 個視頻
Introduction - Using graphs to describe data3分鐘
1. Decision Making in an Uncertain Environment3分鐘
2. Population and Sample4分鐘
3. Parameters and Statistics3分鐘
4. Descriptive and Inferential Statistics11分鐘
5. Graphs to Describe Numerical Values7分鐘
6. Shape of a Distribution2分鐘
Summary2分鐘
2 個練習
Quiz: Categorical and Numerical Variables8分鐘
End of Week Quiz10分鐘
2

2

完成時間為 1 小時

Using Measures to Describe Data

完成時間為 1 小時
10 個視頻 (總計 55 分鐘)
10 個視頻
1. Descriptive Statistics- Using Measures to Describe Data3分鐘
2. Measures of Central Tendency and Location8分鐘
3. Mean, Median, and Mode- Which is Best?3分鐘
4. Shape of a Distribution5分鐘
5. Measures of Variability12分鐘
5.1 Measures of Variability: Examples9分鐘
6. Weighted Mean1分鐘
7. Measures of Relationships Between Variables4分鐘
Summary2分鐘
2 個練習
Summative Questions12分鐘
End of Week Quiz10分鐘
3

3

完成時間為 1 小時

Probability and Probability Distributions

完成時間為 1 小時
18 個視頻 (總計 43 分鐘)
18 個視頻
1. Introduction1分鐘
2. Random Experiment2分鐘
3. Events4分鐘
4: Probability1分鐘
4.1: The Definition of Probability3分鐘
4.2: Probability Rules1分鐘
4.3: The Addition Rule of Probabilities2分鐘
4.4: Conditional Probability2分鐘
4.5: The Multiplication Rule of Probabilities49
5: Random Variables2分鐘
5.1: The Probability Distribution Function2分鐘
6: Properties of Discrete Random Variables1分鐘
6.1: The Variance of a Discrete Random Variable1分鐘
7. Continuous Random Variables3分鐘
8. The Probability Density Function1分鐘
9. The Expectations for Continuous Random Variables3分鐘
Probability and Probability Distributions - Summary2分鐘
2 個練習
Summative Questions10分鐘
End of Week Quiz10分鐘
4

4

完成時間為 5 小時

Statistical Estimation

完成時間為 5 小時
22 個視頻 (總計 84 分鐘), 4 個閱讀材料, 3 個測驗
22 個視頻
1. Statistical Estimation47
2. Estimator and Estimate1分鐘
2.1. Point Estimator and Point Estimate1分鐘
2.2. Unbiased2分鐘
2.3. Efficiency2分鐘
3. Confidence Interval Estimation4分鐘
3.1 Confidence Intervals, Part 112分鐘
3.1 Confidence Intervals, Part 24分鐘
4. Testing Hypothesis2分鐘
4.1. Formulation of the Null Hypothesis and the Alternative Hypothesis3分鐘
4.2. Test Statistic56
4.2.1. The Decision Rule2分鐘
4.2.2. Types of Errors1分鐘
4.2.3. Performing the Test and the Decision Rule3分鐘
4.2.3.1 Hypothesis Testing: Examples7分鐘
5. Regression Model5分鐘
Statistical Estimation - Summary3分鐘
1. Further on the Linear Regression Model3分鐘
2. Deriving the OLS b2分鐘
3.The Statistical Properties of the OLS b4分鐘
4. Gauss-Marcov Theorem Proof3分鐘
4 個閱讀材料
Practice exercise10分鐘
Solution to practice exercise10分鐘
Practice exercise10分鐘
Solutions to practice exercise10分鐘
2 個練習
End of Week8分鐘
End of Course Quiz56分鐘

審閱

來自STATISTICS FOR INTERNATIONAL BUSINESS的熱門評論

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關於 International Business Essentials 專項課程

This specialisation from the University of London is designed to help you develop and build the essential business, academic, and cultural skills necessary to succeed in further study and in international business. If completed successfully, you may be able to use your certificate from this specialisation as part of the application process for the University of London Global MBA. This Specialisation is endorsed by CMI....
International Business Essentials

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