課程信息
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第 6 門課程(共 7 門)

100% 在線

立即開始,按照自己的計劃學習。

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完成時間大約為16 小時

建議:4 weeks of study, 2-4 hours/week...

英語(English)

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您將獲得的技能

Statistical InferenceStatistical AnalysisStatistical Hypothesis Testing

第 6 門課程(共 7 門)

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16 小時

建議:4 weeks of study, 2-4 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 1 小時

Course Orientation

2 個視頻 (總計 7 分鐘), 5 個閱讀材料, 1 個測驗
2 個視頻
Excel Data Analysis Toolpak1分鐘
5 個閱讀材料
Syllabus10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

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 Quiz6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
完成時間為 6 小時

Module 2: Statistical Inference Based on Two Samples

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
完成時間為 4 小時

Module 3: Simple Linear Regression

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 Quiz4分鐘
Lesson 3-4 Practice Quiz15分鐘
Lesson 3-5 Practice Quiz15分鐘
Module 3 Quiz30分鐘
4
完成時間為 3 小時

Module 4: Multiple Linear Regression

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
4.8
61 個審閱Chevron Right

50%

通過此課程獲得實實在在的工作福利

來自Inferential and Predictive Statistics for Business的熱門評論

創建者 SGMay 20th 2017

Very good introductory Statistics course. The topic selection is very pertinent to meet the need of a manager to analyze data and to make decision. Quality of teaching is GREAT.

創建者 MCOct 6th 2016

Really great course! With a little bit of data you can explain anything! The course is really easy to understand with great and interesting examples! Thanks a lot!

講師

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Fataneh Taghaboni-Dutta

Clinical Professor of Business Administration
University of Illinois, Urbana-Champaign College of Business Department of Business Administration

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。

關於 伊利诺伊大学香槟分校

The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs. ...

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

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