This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. The course aim to cover statistical ideas that apply to managers. We will consider two basic themes: first, is recognizing and describing variations present in everything around us, and then modeling and making decisions in the presence of these variations. The fundamental concepts studied in this course will reappear in many other classes and business settings. Our focus will be on interpreting the meaning of the results in a business and managerial setting.
このコースはManagerial Economics and Business Analysis の専門講座に属します。
Inferential and Predictive Statistics for Business
Managerial Economics and Business Analysis の専門講座イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign）
このコースについて
20,860 最近の表示
受講生の就業成果
50%
コースが具体的なキャリアアップにつながった
習得するスキル
Statistical InferenceStatistical AnalysisStatistical Hypothesis Testing
受講生の就業成果
50%
コースが具体的なキャリアアップにつながった
100%オンライン
自分のスケジュールですぐに学習を始めてください。
柔軟性のある期限
スケジュールに従って期限をリセットします。
約17時間で修了
推奨：4 weeks of study, 2-4 hours/week
英語
字幕：英語, 韓国語
シラバス - 本コースの学習内容
1時間で修了
Course Orientation
In the course orientation, you will become familiar with the course, your classmates, and our learning environment. The orientation will also help you obtain the technical skills required for the course.
1時間で修了
2件のビデオ （合計7分）, 6 readings, 1 quiz
2件のビデオ
Excel Data Analysis Toolpak1 分
6件の学習用教材
Syllabus10 分
ePub10 分
About the Discussion Forums4 分
Glossary15 分
Using Excel for this Course10 分
Updating Your Profile10 分
1の練習問題
Orientation Quiz10 分
4時間で修了
Module 1: Hypothesis Testing
Watch any infomercial and you hear many outrageous promises. Use this cream and your skin will look 80% firmer! Use this supplement and you will lose 10 pounds in the first 10 days! Are they telling you the truth? Are they all lying? The only way to know the answer to any of these questions is to scientifically test the claim being made – that is what we call hypothesis testing and what we will learn in this module.
4時間で修了
11件のビデオ （合計80分）, 2 readings, 6 quizzes
11件のビデオ
1-2.1. Analyzing the Result8 分
1-3.1. Two-Tail Test for Mean10 分
1-3.2. Two-Tail Test for Mean in Excel4 分
1-4.1. One-Tail Test for Mean5 分
1-4.2. Left-Tail Test for Mean in Excel3 分
1-4.3. Right-Tail Test for Mean in Excel6 分
1-5.1. Testing the Proportion12 分
1-5.2. Left-Tail Test for Proportion in Excel5 分
1-5.3. Right-Tail Test for Proportion in Excel3 分
1-5.4. Two-Tail Test for Proportion in Excel5 分
2件の学習用教材
Module 1 Overview3 分
Module 1 Readings1 時間
6の練習問題
Lesson 1-1 Practice Quiz15 分
Lesson 1-2 Practice Quiz30 分
Lesson 1-3 Practice Quiz15 分
Lesson 1-4 Practice Quiz15 分
Lesson 1-5 Practice Quiz15 分
Module 1 Quiz30 分
5時間で修了
Module 2: Statistical Inference Based on Two Samples
Does the medicine a person is taking to treat his condition really work better than a sugar pill? Is the new chip-enabled credit card more secure than the magnetic card? How do you know whether the claims being made about anything being “better than” or “faster than” a competitor are true? In this module we will learn to make this comparison.
5時間で修了
11件のビデオ （合計93分）, 2 readings, 7 quizzes
11件のビデオ
2-1.2. Testing for No Difference in Means in Excel9 分
2-1.3. Two-Tail Mean Test for Two Samples and Calculating the Confidence Interval in Excel6 分
2-2.1. One-Tail Test of the Means9 分
2-2.2. One-Tail Test of the Means in Excel5 分
2-3.1. Testing for a Specific Value in Means6 分
2-4.1. Paired Tests9 分
2-4.2. Paired Test in Excel7 分
2-5.1. Test of Proportions11 分
2-5.2. One-Tail Test of Proportions for Two Samples in Excel6 分
2-5.3. Two-Tail Test of Proportions for Two Samples in Excel3 分
2件の学習用教材
Module 2 Overview3 分
Module 2 Readings1 時間
6の練習問題
Lesson 2-1 Practice Quiz15 分
Lesson 2-2 Practice Quiz15 分
Lesson 2-3 Practice Quiz15 分
Lesson 2-4 Practice Quiz15 分
Lesson 2-5 Practice Quiz15 分
Module 2 Quiz30 分
4時間で修了
Module 3: Simple Linear Regression
Does your job involve a lot of sitting? If so, you are at higher risk of coronary heart disease. How do I know this? We got to know the relationship between coronary heart disease and sitting when researchers studied a cohort of London bus drivers and bus conductors from 1947 to 1972. If you want to know more, then read on!
4時間で修了
9件のビデオ （合計70分）, 2 readings, 6 quizzes
9件のビデオ
3-2.1. Least Square Methods7 分
3-2.2. Least Square Method in Excel3 分
3-3.1. Assessing the Regression Model10 分
3-3.2. Testing the Significance in Excel4 分
3-4.1. Using the Model10 分
3-4.2. Simple Linear Regression: Excel Output Analysis7 分
3-5.1. Model Assumptions and Limitations8 分
3-5.2. Residual Analysis in Excel4 分
2件の学習用教材
Module 3 Overview3 分
Module 3 Readings1 時間
6の練習問題
Lesson 3-1 Practice Quiz15 分
Lesson 3-2 Practice Quiz15 分
Lesson 3-3 Practice Quiz30 分
Lesson 3-4 Practice Quiz15 分
Lesson 3-5 Practice Quiz15 分
Module 3 Quiz30 分
3時間で修了
Module 4: Multiple Linear Regression
You are trying to predict next month’s sales numbers. You know that dozens, maybe even hundreds, of things like the weather, competitor’s promotions, rumors, etc. can impact the number. You talk to five people and each one has an idea about what makes the biggest impact, and the only thing they offer is “trust me.” Do you wish there was a better way of doing this rather than relying on blind faith? Well, there is. We can use Multiple Regression to sort through this mess and bring the focus to factors that really do matter.
3時間で修了
7件のビデオ （合計56分）, 2 readings, 4 quizzes
7件のビデオ
4-1.2. Developing Multiple Regression Model in Excel6 分
4-1.3. Multiple Regression: Excel Output Analysis5 分
4-2.1. Qualitative Data – Two Categories12 分
4-2.2. Dummy Variable in Excel – Two Categories6 分
4-3.1. Qualitative Data – Many Categories6 分
4-3.2. Dummy Variable in Excel – Many Categories5 分
2件の学習用教材
Module 4 Overview3 分
Module 4 Readings1 時間
4の練習問題
Lesson 4-1 Practice Quiz15 分
Lesson 4-2 Practice Quiz15 分
Lesson 4-3 Practice Quiz15 分
Module 4 Quiz30 分
レビュー
4.8
INFERENTIAL AND PREDICTIVE STATISTICS FOR BUSINESS からの人気レビュー
SGによりMay 19, 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.
EKによりDec 7, 2019
Great course! Incredibly well organized and clear. I was terrified of Stats before I took this class, now I feel confident and am seeing my entire world differently. Thank you!
DFによりDec 28, 2019
Very well produced. The modules are clear and easy to follow. Maybe I missed it but it would be good to supply all the related example data in Excel to be able to practice.
NPによりJan 18, 2020
This class was great, professor Fataneh does an excellent job explaining the analysis methods in a way that you can apply them immediately to your projects at work.
提供：
イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign）
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.
修士号の取得を目指しましょう
この コース は イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign） の100%オンラインの Master of Business Administration (iMBA) の一部です。
プログラムのすべてで認定されれば、それらのコースが学位学習に加算されます。
Managerial Economics and Business Analysis 専門講座について
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.
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