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Welcome to Introduction to Business Statistics Welcome to Introduction to Business Statistics 1

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Attachment

[Syllabus] BUSI 111 Business Statistics_Spring 2025_C.Kim_01.03.2025 v5.docx [Syllabus] BUSI 111 Business Statistics_Spring 2025_C.Kim_01.03.2025 v5.docx 2

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Chapter 1. Sampling and Data

Chapter 1. Sampling and Data Chapter 1. Sampling and Data

Attachment

[BUSI 111 - Spring 2025] Announcements for Week 1_Jan 6 (Mon) – Jan 10 (Fri)_v1.docx [BUSI 111 - Spring 2025] Announcements for Week 1_Jan 6 (Mon) – Jan 10 (Fri)_v1.docx 1

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Context Module Sub Header

Chapter 1 Readings 6

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External Url

Introduction Introduction 7

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External Url

1.1 Definitions of Statistics, Probability, and Key Terms 1.1 Definitions of Statistics, Probability, and Key Terms 8

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External Url

1.2 Data, Sampling, and Variation in Data and Sampling 1.2 Data, Sampling, and Variation in Data and Sampling 9

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External Url

1.3 Levels of Measurement 1.3 Levels of Measurement 10

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External Url

1.4 Experimental Design and Ethics 1.4 Experimental Design and Ethics 11

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Attachment

[PPT Slides] BUSI.111 Biz Stat_Ch01_Introduction to Business Stat.pptx [PPT Slides] BUSI.111 Biz Stat_Ch01_Introduction to Business Stat.pptx 13

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Attachment

Week#1. Ch 01 Summary.docx Week#1. Ch 01 Summary.docx 14

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Attachment

[Class Activity - Group Project] BUSI 111_Data Analysis Team Project_Week#1 Handout 1. Team Building.docx [Class Activity - Group Project] BUSI 111_Data Analysis Team Project_Week#1 Handout 1. Team Building.docx 16

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Chapter 2. Descriptive Statistics

Chapter 2. Descriptive Statistics Chapter 2. Descriptive Statistics

Context Module Sub Header

Chapter 2 Readings 1

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External Url

Introduction Introduction 2

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External Url

2.1 Display Data 2.1 Display Data 3

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External Url

2.2 Measures of the Location of the Data 2.2 Measures of the Location of the Data 4

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External Url

2.3 Measures of the Center of the Data 2.3 Measures of the Center of the Data 5

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External Url

2.4 Sigma Notation and Calculating the Arithmetic Mean 2.4 Sigma Notation and Calculating the Arithmetic Mean 6

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External Url

2.6 Skewness and the Mean, Median, and Mode 2.6 Skewness and the Mean, Median, and Mode 8

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External Url

2.7 Measures of the Spread of the Data 2.7 Measures of the Spread of the Data 9

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Context Module Sub Header

Learning Activities 10

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Attachment

[PPT Slides] BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Part I_v2.pptx [PPT Slides] BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Part I_v2.pptx 11

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Attachment

[Class Example] BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example (# of Sibligs) on 01.16.2024_v1.xlsx [Class Example] BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example (# of Sibligs) on 01.16.2024_v1.xlsx 12

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Attachment

[Data Collection& Analysis] BUSI 111 Ch 2. Data Worksheet_Class Activity_C.Kim_v1.xlsx [Data Collection& Analysis] BUSI 111 Ch 2. Data Worksheet_Class Activity_C.Kim_v1.xlsx 15

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Attachment

[Reference] How to draw Histogram & Freq. Polygon.ppt [Reference] How to draw Histogram & Freq. Polygon.ppt 16

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Attachment

BUSI 111 Ch 2 Summary.doc BUSI 111 Ch 2 Summary.doc 17

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Attachment

[Updated PPT Slides] BUSI.111 Biz Stat_Ch02_v2.pptx [Updated PPT Slides] BUSI.111 Biz Stat_Ch02_v2.pptx 18

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Attachment

[Updated Data File] BUSI 111 Ch 2. Data Worksheet_Class Activity_v2.xlsx [Updated Data File] BUSI 111 Ch 2. Data Worksheet_Class Activity_v2.xlsx 19

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Attachment

[Tutorials] BUSI 111 Week#2 Tutorials for the Installation of EXCEL & SPSS.docx [Tutorials] BUSI 111 Week#2 Tutorials for the Installation of EXCEL & SPSS.docx 20

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Attachment

After Class Meeting_BUSI 111 (Tue.Thu) Chapter 2. Sample Data for Descriptive Statistics.xlsx After Class Meeting_BUSI 111 (Tue.Thu) Chapter 2. Sample Data for Descriptive Statistics.xlsx 23

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Attachment

BUSI 111_Week#2_Class Example_Comparisons of Salary by Biz major_ v1.docx.xlsx BUSI 111_Week#2_Class Example_Comparisons of Salary by Biz major_ v1.docx.xlsx 24

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Attachment

BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example_# of Siblings_v1.xlsx BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example_# of Siblings_v1.xlsx 26

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Attachment

BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example_# of Siblings w CLASS NOTES_v2.xlsx BUSI.111 Biz Stat_Ch02_Descriptive Statistics_Class Example_# of Siblings w CLASS NOTES_v2.xlsx 27

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Assignment

BUSI 111 Weekly Concept Review Quiz #1 (Week #2) BUSI 111 Weekly Concept Review Quiz #1 (Week #2) 10 29

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Assignment

BUSI 111 Problem Solving Assignment #1 (Week #2) BUSI 111 Problem Solving Assignment #1 (Week #2) 20 30

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Chapter 3. Probability

Chapter 3. Probability Chapter 3. Probability

Context Module Sub Header

Chapter 3 Readings 1

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External Url

Introduction Introduction 2

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External Url

3.1 Terminology 3.1 Terminology 3

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External Url

3.2 Independent and Mutually Exclusive Events 3.2 Independent and Mutually Exclusive Events 4

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External Url

3.3 Two Basic Rules of Probability 3.3 Two Basic Rules of Probability 5

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External Url

3.4 Contingency Tables and Probability Trees 3.4 Contingency Tables and Probability Trees 6

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External Url

3.5 Venn Diagrams 3.5 Venn Diagrams 7

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Attachment

[PPT Slides] BUSI.111 Biz Stat_Ch03 Intro to Probability_v5.pptx [PPT Slides] BUSI.111 Biz Stat_Ch03 Intro to Probability_v5.pptx 8

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Attachment

[Class Examples] BUSI 111 Business Statistics Class Examples Ch 3. Probability on Jan 30 2024 v1.xlsx [Class Examples] BUSI 111 Business Statistics Class Examples Ch 3. Probability on Jan 30 2024 v1.xlsx 10

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Attachment

[Class Example] BUSI 111 Business Statistics_Fall 2024_Week#4_Class Example_Calculation of Probability_09.19.2024 v1.docx.xlsx [Class Example] BUSI 111 Business Statistics_Fall 2024_Week#4_Class Example_Calculation of Probability_09.19.2024 v1.docx.xlsx 11

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Attachment

[Class Discussion] BUSI 111 Weekly Class&Case Discussion – Week#3.pptx [Class Discussion] BUSI 111 Weekly Class&Case Discussion – Week#3.pptx 13

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Context Module Sub Header

SUBMIT 18

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Assignment

BUSI 111 Weekly Concept Review Quiz #2 (Week #4) BUSI 111 Weekly Concept Review Quiz #2 (Week #4) 10 19

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Assignment

BUSI 111 Problem Solving Assignment #2 (Week #4) BUSI 111 Problem Solving Assignment #2 (Week #4) 20 20

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Chapter 4 Discrete Distributions

Chapter 4 Discrete Distributions Chapter 4 Discrete Distributions

Context Module Sub Header

Chapter 4 Readings 1

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External Url

Introduction Introduction 2

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External Url

4.1 Hypergeometric Distribution 4.1 Hypergeometric Distribution 3

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4.2 Binomial Distribution 4.2 Binomial Distribution 4

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4.3 Geometric Distribution 4.3 Geometric Distribution 5

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4.4 Poisson Distribution 4.4 Poisson Distribution 6

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Attachment

[PPT Slides] BUSI 111 Week#4-#5 Ch 4. Discrete Prob Distributions_v3.ppt [PPT Slides] BUSI 111 Week#4-#5 Ch 4. Discrete Prob Distributions_v3.ppt 7

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Attachment

[Class Example] BUSI 111 Business Statistics_Fall 2024_Week#5_Class Example_Calculation of Probability & Binomial Prob Distn_09.26.2024 v1.docx.xlsx [Class Example] BUSI 111 Business Statistics_Fall 2024_Week#5_Class Example_Calculation of Probability & Binomial Prob Distn_09.26.2024 v1.docx.xlsx 8

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Attachment

[Class Example] BUSI 111 Business Statistics_Fall 2024_Week#6_Class Example_Discrete Prob Distn & Binomial Prob Distn_10.01.2024 v1.docx.xlsx [Class Example] BUSI 111 Business Statistics_Fall 2024_Week#6_Class Example_Discrete Prob Distn & Binomial Prob Distn_10.01.2024 v1.docx.xlsx 9

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Attachment

Ch 4 Discrete Prob Distribution_Binomial Distn in EXCEL.pdf Ch 4 Discrete Prob Distribution_Binomial Distn in EXCEL.pdf 15

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Ch 4 Discrete Prob Distribution_Binomial Distn in SPSS.pdf Ch 4 Discrete Prob Distribution_Binomial Distn in SPSS.pdf 16

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Ch 4 Discrete Prob Distribution_Summary.doc Ch 4 Discrete Prob Distribution_Summary.doc 17

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Context Module Sub Header

SUBMIT 20

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Assignment

Week #5 Weekly Concept Review Quiz Week #5 Weekly Concept Review Quiz 5 21

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Assignment

Week#5 Problem Solving Assignment #2 (Ch 3 & Ch 4 up to 4.2) Week#5 Problem Solving Assignment #2 (Ch 3 & Ch 4 up to 4.2) 20 22

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BUSI 111 First Midterm Exam

BUSI 111 First Midterm Exam BUSI 111 First Midterm Exam

Attachment

BUSI 111 Sample Questions for the First Midterm Exam (Week #6)_Revised v2.docx BUSI 111 Sample Questions for the First Midterm Exam (Week #6)_Revised v2.docx 1

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Assignment

BUSI 111_Fall 2024_Midterm Exam#1 - Part I. Multiple Choice Questions BUSI 111_Fall 2024_Midterm Exam#1 - Part I. Multiple Choice Questions 50 5

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Assignment

BUSI 111_Fall 2024_Midterm Exam#1 - Part II. Problem Solving Questions BUSI 111_Fall 2024_Midterm Exam#1 - Part II. Problem Solving Questions 50 6

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Chapter 5

Chapter 5 Chapter 5

Context Module Sub Header

Chapter 5 Readings 1

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External Url

Introduction Introduction 2

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External Url

5.1 Properties of Continuous Probability Density Functions 5.1 Properties of Continuous Probability Density Functions 3

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5.2 The Uniform Distribution 5.2 The Uniform Distribution 4

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External Url

5.3 The Exponential Distribution 5.3 The Exponential Distribution 5

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Attachment

[PPT slides] BUSI 111 Week#6-#7 Ch 5 Continuous Distributions_v5.pptx [PPT slides] BUSI 111 Week#6-#7 Ch 5 Continuous Distributions_v5.pptx 6

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Attachment

[Class Example] BUSI 111 Business Statistics_Fall 2024_Week#7_Class Example_Continuous Prob Distn_Normal Prob Distn_10.08.2024 v1.docx.xlsx [Class Example] BUSI 111 Business Statistics_Fall 2024_Week#7_Class Example_Continuous Prob Distn_Normal Prob Distn_10.08.2024 v1.docx.xlsx 7

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Chapter 6

Chapter 6 Chapter 6

Context Module Sub Header

Chapter 6 Readings 1

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External Url

Introduction Introduction 2

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External Url

6.1 The Standard Normal Distribution 6.1 The Standard Normal Distribution 3

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External Url

6.2 Using the Normal Distribution 6.2 Using the Normal Distribution 4

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External Url

6.3 Estimating the Binomial with the Normal Distribution 6.3 Estimating the Binomial with the Normal Distribution 5

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Attachment

[PPT Slides] BUSI 111 Week#7-#8 Ch 6-7 Standard Normal Distribution & Central Limit Theorem_v3.ppt [PPT Slides] BUSI 111 Week#7-#8 Ch 6-7 Standard Normal Distribution & Central Limit Theorem_v3.ppt 6

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Attachment

BUSI 111 Business Statistics_Fall 2024_Week#8_Class Example_Standard Normal Distn_10.15.2024 v1.docx.xlsx BUSI 111 Business Statistics_Fall 2024_Week#8_Class Example_Standard Normal Distn_10.15.2024 v1.docx.xlsx 7

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Context Module Sub Header

SUBMIT 13

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Assignment

BUSI 111 Weekly Concept Review Quiz #4 (Ch 5. Continuous Probability Distributions and Ch 6. Normal Probability Distribution) BUSI 111 Weekly Concept Review Quiz #4 (Ch 5. Continuous Probability Distributions and Ch 6. Normal Probability Distribution) 10 14

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Assignment

BUSI 111 Problem Solving Assignment #4 (Ch 5. Continuous Probability Distributions and Ch 6. Normal Probability Distribution) BUSI 111 Problem Solving Assignment #4 (Ch 5. Continuous Probability Distributions and Ch 6. Normal Probability Distribution) 20 15

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Chapter 7

Chapter 7 Chapter 7

Context Module Sub Header

Chapter 7 Readings 1

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Attachment

[Revised PPT Slides] BUSI 111 Module 8. Sampling Distns and Central Limit Theorem v4.pptx [Revised PPT Slides] BUSI 111 Module 8. Sampling Distns and Central Limit Theorem v4.pptx 2

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Attachment

BUSI 111 Week#9_Module #7. Sampling Distribution for the Population Mean 10.22.2024.xlsx BUSI 111 Week#9_Module #7. Sampling Distribution for the Population Mean 10.22.2024.xlsx 4

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Attachment

BUSI 111 Business Statistics_Fall 2024_Week#9_Class Example_Sampling Distributions_10.24.2024 v1.docx.xlsx BUSI 111 Business Statistics_Fall 2024_Week#9_Class Example_Sampling Distributions_10.24.2024 v1.docx.xlsx 5

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External Url

Introduction Introduction 11

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External Url

7.1 The Central Limit Theorem for Sample Means 7.1 The Central Limit Theorem for Sample Means 12

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External Url

7.2 Using the Central Limit Theorem 7.2 Using the Central Limit Theorem 13

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External Url

7.3 The Central Limit Theorem for Proportions 7.3 The Central Limit Theorem for Proportions 14

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External Url

7.4 Finite Population Correction Factor 7.4 Finite Population Correction Factor 15

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Attachment

Data Science_Why It Matters and How It Can Make You Rich.pdf Data Science_Why It Matters and How It Can Make You Rich.pdf 17

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What's Driving the Demand for Data Scientists - Knowledge at Wharton 2019.pdf What's Driving the Demand for Data Scientists - Knowledge at Wharton 2019.pdf 18

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Data Scientist - Career Rankings, Salary, Reviews and Advice US News Best Jobs.pdf Data Scientist - Career Rankings, Salary, Reviews and Advice US News Best Jobs.pdf 19

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The Data Analytics Profession And Employment Is Exploding_Three Trends That Matter_Forbes 2021.pdf The Data Analytics Profession And Employment Is Exploding_Three Trends That Matter_Forbes 2021.pdf 20

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Context Module Sub Header

SUBMIT 21

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Assignment

BUSI 111 Weekly Concept Review Quiz #5 (Ch 7. Sampling Distributions) BUSI 111 Weekly Concept Review Quiz #5 (Ch 7. Sampling Distributions) 10 24

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Assignment

BUSI 111 Problem Solving Assignment #5 (Ch 7. Sampling Distributions) BUSI 111 Problem Solving Assignment #5 (Ch 7. Sampling Distributions) 20 25

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Chapter 8

Chapter 8 Chapter 8

Context Module Sub Header

Chapter 8 Readings 1

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External Url

Introduction Introduction 2

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External Url

8.1 A Confidence Interval for a Population Standard Deviation, Known or Large Sample Size 8.1 A Confidence Interval for a Population Standard Deviation, Known or Large Sample Size 3

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8.2 A Confidence Interval for a Population Standard Deviation Unknown, Small Sample Case 8.2 A Confidence Interval for a Population Standard Deviation Unknown, Small Sample Case 4

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8.3 A Confidence Interval for A Population Proportion 8.3 A Confidence Interval for A Population Proportion 5

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8.4 Calculating the Sample Size n: Continuous and Binary Random Variables 8.4 Calculating the Sample Size n: Continuous and Binary Random Variables 6

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Attachment

[PPT Slides] BUSI 111 Ch 8 Confidence Interval Estimation_v5.pptx [PPT Slides] BUSI 111 Ch 8 Confidence Interval Estimation_v5.pptx 8

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Attachment

[Handout] BUSI 111 Module 8. Handout_Examples for Confidence Interval Estimation.docx [Handout] BUSI 111 Module 8. Handout_Examples for Confidence Interval Estimation.docx 11

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Attachment

Future of the Big Data Job Market Post-Pandemic.pdf Future of the Big Data Job Market Post-Pandemic.pdf 16

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Is Data Science Still a Rising Career in 2021 by Chris Zaire Towards Data Science.pdf Is Data Science Still a Rising Career in 2021 by Chris Zaire Towards Data Science.pdf 17

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Is Data Scientist Still the Sexiest Job of the 21st Century_HBR 2022.pdf Is Data Scientist Still the Sexiest Job of the 21st Century_HBR 2022.pdf 18

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Chapter 9

Chapter 9 Chapter 9

Context Module Sub Header

Chapter 9 Readings 1

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Introduction Introduction 2

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9.1 Null and Alternative Hypotheses 9.1 Null and Alternative Hypotheses 3

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9.2 Outcomes and the Type I and Type II Errors 9.2 Outcomes and the Type I and Type II Errors 4

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9.3 Distribution Needed for Hypothesis Testing 9.3 Distribution Needed for Hypothesis Testing 5

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9.4 Full Hypothesis Test Examples 9.4 Full Hypothesis Test Examples 6

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Attachment

[PPT Slides] BUSI 111 Ch 9 Hypothesis Testing_v3.pptx [PPT Slides] BUSI 111 Ch 9 Hypothesis Testing_v3.pptx 7

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Context Module Sub Header

SUBMIT 9

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Quiz

BUSI 111 Weekly Concept Review Quiz #6 (Ch 9. Confidence Interval Estimation and Ch 10. Hypothesis Testing) BUSI 111 Weekly Concept Review Quiz #6 (Ch 9. Confidence Interval Estimation and Ch 10. Hypothesis Testing) 10 10

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Assignment

BUSI 111 Problem Solving Assignment #6 (Ch 9. Confidence Interval Estimation and Ch 10. Hypothesis Testing) BUSI 111 Problem Solving Assignment #6 (Ch 9. Confidence Interval Estimation and Ch 10. Hypothesis Testing) 20 11

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Chapter 10

Chapter 10 Chapter 10

Context Module Sub Header

Chapter 10 Readings 1

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External Url

Introduction Introduction 2

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10.1 Comparing Two Independent Population Means 10.1 Comparing Two Independent Population Means 3

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10.2 Cohen's Standards for Small, Medium, and Large Effect Sizes 10.2 Cohen's Standards for Small, Medium, and Large Effect Sizes 4

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10.3 Test for Differences in Means: Assuming Equal Population Variances 10.3 Test for Differences in Means: Assuming Equal Population Variances 5

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10.4 Comparing Two Independent Population Proportions 10.4 Comparing Two Independent Population Proportions 6

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10.5 Two Population Means with Known Standard Deviations 10.5 Two Population Means with Known Standard Deviations 7

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10.6 Matched or Paired Samples 10.6 Matched or Paired Samples 8

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Attachment

BUSI 111 Ch 9 Hypothesis Testing_v4.pptx BUSI 111 Ch 9 Hypothesis Testing_v4.pptx 9

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Chapter 11

Chapter 11 Chapter 11

Context Module Sub Header

Chapter 11 Readings 1

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Introduction Introduction 2

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11.1 Facts About the Chi-Square Distribution 11.1 Facts About the Chi-Square Distribution 3

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11.2 Test of a Single Variance 11.2 Test of a Single Variance 4

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11.3 Goodness-of-Fit Test 11.3 Goodness-of-Fit Test 5

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11.4 Test of Independence 11.4 Test of Independence 6

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11.5 Test for Homogeneity 11.5 Test for Homogeneity 7

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11.6 Comparison of the Chi-Square Tests 11.6 Comparison of the Chi-Square Tests 8

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Attachment

BUSI 111 Week#12 Ch 10 Hypothesis Testing_Part II Two Sample Tests_11.15.2022.ppt BUSI 111 Week#12 Ch 10 Hypothesis Testing_Part II Two Sample Tests_11.15.2022.ppt 9

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02-1 Two_samples_t_test_different_n.xlsx 02-1 Two_samples_t_test_different_n.xlsx 10

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02-2 Two_samples_t_test_same_n.xlsx 02-2 Two_samples_t_test_same_n.xlsx 11

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03 Hypothesis Testing on Mean_demo.xls 03 Hypothesis Testing on Mean_demo.xls 12

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Chapter 13

Chapter 13 Chapter 13

Context Module Sub Header

Chapter 13 Readings 1

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External Url

Introduction Introduction 2

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13.1 The Correlation Coefficient r 13.1 The Correlation Coefficient r 3

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13.2 Testing the Significance of the Correlation Coefficient 13.2 Testing the Significance of the Correlation Coefficient 4

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13.3 Linear Equations 13.3 Linear Equations 5

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13.4 The Regression Equation 13.4 The Regression Equation 6

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13.5 Interpretation of Regression Coefficients: Elasticity and Logarithmic Transformation 13.5 Interpretation of Regression Coefficients: Elasticity and Logarithmic Transformation 7

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13.6 Predicting with a Regression Equation 13.6 Predicting with a Regression Equation 8

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13.7 How to Use Microsoft Excel® for Regression Analysis 13.7 How to Use Microsoft Excel® for Regression Analysis 9

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Attachment

BUSI 111 Week#14-15 Ch 13 Correlation & Regression Analysis..ppt BUSI 111 Week#14-15 Ch 13 Correlation & Regression Analysis..ppt 10

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BUSI 111 Week#14 Ch 13 Class Example#2 for Correlation and Regression Analysis.docx BUSI 111 Week#14 Ch 13 Class Example#2 for Correlation and Regression Analysis.docx 11

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BUSI 111 Week#14 Correlation&Regression Example#1_BaseballStat.xlsx BUSI 111 Week#14 Correlation&Regression Example#1_BaseballStat.xlsx 12

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BUSI 111 Week#14 Correlation&Regression Example#2_MEDIC.xlsx BUSI 111 Week#14 Correlation&Regression Example#2_MEDIC.xlsx 13

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Statistical Tables

Statistical Tables Statistical Tables

External Url

Statistical Tables Statistical Tables 1

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Mathematical Phrases, Symbols, and Formulas

Mathematical Phrases, Symbols, and Formulas Mathematical Phrases, Symbols, and Formulas

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Mathematical Phrases, Symbols, and Formulas Mathematical Phrases, Symbols, and Formulas 1

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Course Modules

Start Here!

Chapter 1. Sampling and Data

Chapter 1 Readings 6

Chapter 2. Descriptive Statistics

Chapter 2 Readings 1

Learning Activities 10

Chapter 3. Probability

Chapter 3 Readings 1

SUBMIT 18

Chapter 4 Discrete Distributions

Chapter 4 Readings 1

SUBMIT 20

BUSI 111 First Midterm Exam

Chapter 5

Chapter 5 Readings 1

Chapter 6

Chapter 6 Readings 1

SUBMIT 13

Chapter 7

Chapter 7 Readings 1

SUBMIT 21

Chapter 8

Chapter 8 Readings 1

Chapter 9

Chapter 9 Readings 1

SUBMIT 9

Chapter 10

Chapter 10 Readings 1

Chapter 11

Chapter 11 Readings 1

Chapter 13

Chapter 13 Readings 1

Statistical Tables

Mathematical Phrases, Symbols, and Formulas