課程信息

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學生職業成果

50%

通過此課程獲得實實在在的工作福利
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。
第 6 門課程(共 7 門)
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19 小時
英語(English)
字幕:英語(English), 韓語

您將獲得的技能

Statistical InferenceStatistical AnalysisStatistical Hypothesis Testing

學生職業成果

50%

通過此課程獲得實實在在的工作福利
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。
第 6 門課程(共 7 門)
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19 小時
英語(English)
字幕:英語(English), 韓語

提供方

伊利诺伊大学香槟分校 徽標

伊利诺伊大学香槟分校

立即開始攻讀碩士學位

此 課程 隸屬於 伊利诺伊大学香槟分校 提供的 100% 在線 Master of Business Administration (iMBA)。如果您被錄取參加全部課程,您的課程將計入您的學位學習進程。

教學大綱 - 您將從這門課程中學到什麼

內容評分Thumbs Up96%(1,455 個評分)Info
1

1

完成時間為 1 小時

Course Orientation

完成時間為 1 小時
2 個視頻 (總計 7 分鐘), 6 個閱讀材料, 1 個測驗
2 個視頻
Excel Data Analysis Toolpak1分鐘
6 個閱讀材料
Syllabus10分鐘
ePub10分鐘
About the Discussion Forums4分鐘
Glossary15分鐘
Using Excel for this Course10分鐘
Updating Your Profile10分鐘
1 個練習
Orientation Quiz10分鐘
完成時間為 4 小時

Module 1: Hypothesis Testing

完成時間為 4 小時
11 個視頻 (總計 80 分鐘), 2 個閱讀材料, 6 個測驗
11 個視頻
1-2.1. Analyzing the Result8分鐘
1-3.1. Two-Tail Test for Mean10分鐘
1-3.2. Two-Tail Test for Mean in Excel4分鐘
1-4.1. One-Tail Test for Mean5分鐘
1-4.2. Left-Tail Test for Mean in Excel3分鐘
1-4.3. Right-Tail Test for Mean in Excel6分鐘
1-5.1. Testing the Proportion12分鐘
1-5.2. Left-Tail Test for Proportion in Excel5分鐘
1-5.3. Right-Tail Test for Proportion in Excel3分鐘
1-5.4. Two-Tail Test for Proportion in Excel5分鐘
2 個閱讀材料
Module 1 Overview3分鐘
Module 1 Readings1小時
6 個練習
Lesson 1-1 Practice Quiz15分鐘
Lesson 1-2 Practice Quiz30分鐘
Lesson 1-3 Practice Quiz15分鐘
Lesson 1-4 Practice Quiz15分鐘
Lesson 1-5 Practice Quiz15分鐘
Module 1 Quiz30分鐘
2

2

完成時間為 5 小時

Module 2: Statistical Inference Based on Two Samples

完成時間為 5 小時
11 個視頻 (總計 93 分鐘), 2 個閱讀材料, 7 個測驗
11 個視頻
2-1.2. Testing for No Difference in Means in Excel9分鐘
2-1.3. Two-Tail Mean Test for Two Samples and Calculating the Confidence Interval in Excel6分鐘
2-2.1. One-Tail Test of the Means9分鐘
2-2.2. One-Tail Test of the Means in Excel5分鐘
2-3.1. Testing for a Specific Value in Means6分鐘
2-4.1. Paired Tests9分鐘
2-4.2. Paired Test in Excel7分鐘
2-5.1. Test of Proportions11分鐘
2-5.2. One-Tail Test of Proportions for Two Samples in Excel6分鐘
2-5.3. Two-Tail Test of Proportions for Two Samples in Excel3分鐘
2 個閱讀材料
Module 2 Overview3分鐘
Module 2 Readings1小時
6 個練習
Lesson 2-1 Practice Quiz15分鐘
Lesson 2-2 Practice Quiz15分鐘
Lesson 2-3 Practice Quiz15分鐘
Lesson 2-4 Practice Quiz15分鐘
Lesson 2-5 Practice Quiz15分鐘
Module 2 Quiz30分鐘
3

3

完成時間為 4 小時

Module 3: Simple Linear Regression

完成時間為 4 小時
9 個視頻 (總計 70 分鐘), 2 個閱讀材料, 6 個測驗
9 個視頻
3-2.1. Least Square Methods7分鐘
3-2.2. Least Square Method in Excel3分鐘
3-3.1. Assessing the Regression Model10分鐘
3-3.2. Testing the Significance in Excel4分鐘
3-4.1. Using the Model10分鐘
3-4.2. Simple Linear Regression: Excel Output Analysis7分鐘
3-5.1. Model Assumptions and Limitations8分鐘
3-5.2. Residual Analysis in Excel4分鐘
2 個閱讀材料
Module 3 Overview3分鐘
Module 3 Readings1小時
6 個練習
Lesson 3-1 Practice Quiz15分鐘
Lesson 3-2 Practice Quiz15分鐘
Lesson 3-3 Practice Quiz30分鐘
Lesson 3-4 Practice Quiz15分鐘
Lesson 3-5 Practice Quiz15分鐘
Module 3 Quiz30分鐘
4

4

完成時間為 3 小時

Module 4: Multiple Linear Regression

完成時間為 3 小時
7 個視頻 (總計 56 分鐘), 2 個閱讀材料, 4 個測驗
7 個視頻
4-1.2. Developing Multiple Regression Model in Excel6分鐘
4-1.3. Multiple Regression: Excel Output Analysis5分鐘
4-2.1. Qualitative Data – Two Categories12分鐘
4-2.2. Dummy Variable in Excel – Two Categories6分鐘
4-3.1. Qualitative Data – Many Categories6分鐘
4-3.2. Dummy Variable in Excel – Many Categories5分鐘
2 個閱讀材料
Module 4 Overview3分鐘
Module 4 Readings1小時
4 個練習
Lesson 4-1 Practice Quiz15分鐘
Lesson 4-2 Practice Quiz15分鐘
Lesson 4-3 Practice Quiz15分鐘
Module 4 Quiz30分鐘

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來自INFERENTIAL AND PREDICTIVE STATISTICS FOR BUSINESS的熱門評論

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關於 管理经济学和商业分析 專項課程

In order to effectively manage and operate a business, managers and leaders need to understand the market characteristics and economic environment they operate in. In this Specialization, you will build a solid understanding of the operation of markets and the macro-economic environment with real-world examples. You will be able to identify firm and country-level economic factors that impact business decisions, develop an analytical framework using statistical tools, and apply economic theory and data in the analysis of business environment and trends to make effective business decisions. The capstone project involves an in-depth analysis of an actual business situation in which you will examine the global economic environment of a business. The final project will be a business plan that uses statistical tools and economic theory to create a comprehensive analysis of the microeconomic and macroeconomic environment in which the focal company operates. This Specialization is part of the University of Illinois Masters of Business Administration degree program, the iMBA. Learn more about the admission into the program here and how your Coursera work can be leveraged if accepted into the program. You can also start with for-credit courses within the Illinois iMBA degree program....
管理经济学和商业分析

常見問題

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.

    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project. Learn more.

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