Course Modules: Business Statistics

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Landing Page Landing Page

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

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Chapter 1. Sampling and Data

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

Attachment

[Syllabus] BUSI 111 Business Statistics (GE)_Spring 2023_C.Kim_01.07.2023 Revised v2.pdf [Syllabus] BUSI 111 Business Statistics (GE)_Spring 2023_C.Kim_01.07.2023 Revised v2.pdf 1

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Context Module Sub Header

Chapter 1 Readings 3

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External Url

Introduction Introduction 4

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External Url

1.1 Definitions of Statistics, Probability, and Key Terms 1.1 Definitions of Statistics, Probability, and Key Terms 5

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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 6

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1.3 Levels of Measurement 1.3 Levels of Measurement 7

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1.4 Experimental Design and Ethics 1.4 Experimental Design and Ethics 8

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Attachment

Week#1. [PPT Slides] BUSI.111 Biz Stat_Ch01_Spring 2023 v3.ppt Week#1. [PPT Slides] BUSI.111 Biz Stat_Ch01_Spring 2023 v3.ppt 11

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Week#1. Ch 01 Summary.docx Week#1. Ch 01 Summary.docx 12

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Page

Week#1. Class/Business Case Discussion (IN-CLASS) Week#1. Class/Business Case Discussion (IN-CLASS) 13

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

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Attachment

[PPT Slides] BUSI.111 Biz Stat_Ch02_v1.pptx [PPT Slides] BUSI.111 Biz Stat_Ch02_v1.pptx 10

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Attachment

BUSI 111 Week#2. Class/Business Case Discussion (IN-CLASS) BUSI 111 Week#2. Class/Business Case Discussion (IN-CLASS) 11

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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 12

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Attachment

[Reference] How to draw Histogram & Freq. Polygon.ppt [Reference] How to draw Histogram & Freq. Polygon.ppt 13

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BUSI 111 Ch 2 Summary.doc BUSI 111 Ch 2 Summary.doc 14

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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 15

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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 16

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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 17

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Context Module Sub Header

SUBMIT 18

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Quiz

BUSI 111 Weekly Concept Review Quiz#1 (Week#1 and #2) BUSI 111 Weekly Concept Review Quiz#1 (Week#1 and #2) 10 19

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Assignment

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

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Chapter 3. Probability

Chapter 3. Probability Chapter 3. Probability

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 Probability_v1.pptx [PPT Slides] BUSI.111 Biz Stat_Ch03 Probability_v1.pptx 8

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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 9

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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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External Url

4.2 Binomial Distribution 4.2 Binomial Distribution 4

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External Url

4.3 Geometric Distribution 4.3 Geometric Distribution 5

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External Url

4.4 Poisson Distribution 4.4 Poisson Distribution 6

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Attachment

[PPT Slides] BUSI 111 Week#4 Ch 4. Discrete Prob Distributions.ppt [PPT Slides] BUSI 111 Week#4 Ch 4. Discrete Prob Distributions.ppt 7

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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 8

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Attachment

Ch 4 Discrete Prob Distribution_Binomial Distn in SPSS.pdf Ch 4 Discrete Prob Distribution_Binomial Distn in SPSS.pdf 9

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Attachment

Ch 4 Discrete Prob Distribution_Summary.doc Ch 4 Discrete Prob Distribution_Summary.doc 10

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Attachment

BUSI 111 Ch 4. Binominal Distribution Example - Calculation of Expected Value and Variance.xlsx BUSI 111 Ch 4. Binominal Distribution Example - Calculation of Expected Value and Variance.xlsx 11

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Attachment

BUSI 111 Biz Statistics Class Example_Binomial Distribution w EXCEL functions.xlsx BUSI 111 Biz Statistics Class Example_Binomial Distribution w EXCEL functions.xlsx 12

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Context Module Sub Header

SUBMIT 13

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Assignment

[Submission] BUSI 111 Week#4 Concept Review Quiz#2 for Chapter 3 and 4 [Submission] BUSI 111 Week#4 Concept Review Quiz#2 for Chapter 3 and 4 10 16

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Assignment

[Submission] BUSI 111 Week#4 Problem Solving Assignment#2_Ch 3 & 4 [Submission] BUSI 111 Week#4 Problem Solving Assignment#2_Ch 3 & 4 20 17

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Chapter 5

Chapter 5 Chapter 5

Context Module Sub Header

Chapter 5 Readings 1

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Introduction Introduction 2

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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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5.3 The Exponential Distribution 5.3 The Exponential Distribution 5

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Attachment

[PPT Slides] BUSI 111 Week#5 Ch 5 Continuous Distributions_v1.pptx [PPT Slides] BUSI 111 Week#5 Ch 5 Continuous Distributions_v1.pptx 6

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Attachment

BUSI 111 & FIN 300 Team Project Handout#2_One Page Project Proposal_Due_Feb 12, 2023.docx BUSI 111 & FIN 300 Team Project Handout#2_One Page Project Proposal_Due_Feb 12, 2023.docx 8

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Chapter 6

Chapter 6 Chapter 6

Context Module Sub Header

Chapter 6 Readings 2

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Introduction Introduction 3

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6.1 The Standard Normal Distribution 6.1 The Standard Normal Distribution 4

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6.2 Using the Normal Distribution 6.2 Using the Normal Distribution 5

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6.3 Estimating the Binomial with the Normal Distribution 6.3 Estimating the Binomial with the Normal Distribution 6

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Attachment

[PPT Slides] BUSI 111 Week#6 Ch 6 Standard Normal Distribution v1.ppt [PPT Slides] BUSI 111 Week#6 Ch 6 Standard Normal Distribution v1.ppt 7

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BUSI 111 Sample Questions for the First Midterm Exam (Week #6).docx BUSI 111 Sample Questions for the First Midterm Exam (Week #6).docx 8

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BUSI 111 First Midterm Exam

BUSI 111 First Midterm Exam BUSI 111 First Midterm Exam

Quiz

BUSI 111 Midterm Exam#1 - Part I. Multiple Choice Questions BUSI 111 Midterm Exam#1 - Part I. Multiple Choice Questions 50 1

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Quiz

BUSI 111 Midterm Exam#1 - Part II. Problem Solving Questions BUSI 111 Midterm Exam#1 - Part II. Problem Solving Questions 50 2

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Chapter 7

Chapter 7 Chapter 7

Context Module Sub Header

Chapter 7 Readings 1

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External Url

Introduction Introduction 2

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7.1 The Central Limit Theorem for Sample Means 7.1 The Central Limit Theorem for Sample Means 3

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7.2 Using the Central Limit Theorem 7.2 Using the Central Limit Theorem 4

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7.3 The Central Limit Theorem for Proportions 7.3 The Central Limit Theorem for Proportions 5

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7.4 Finite Population Correction Factor 7.4 Finite Population Correction Factor 6

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Attachment

[PPT Slides] BUSI 111 Week#7 Ch 7 Sampling Distns and CLT_v1.pptx [PPT Slides] BUSI 111 Week#7 Ch 7 Sampling Distns and CLT_v1.pptx 7

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Context Module Sub Header

REFERENCES 8

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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 9

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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 10

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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 11

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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 12

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Context Module Sub Header

SUBMIT 13

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Quiz

Week #7 Weekly Concept Review Quiz Week #7 Weekly Concept Review Quiz 10 14

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Assignment

Week#7 Problem Solving Assignment #3 (Ch 5, 6, & 7) Week#7 Problem Solving Assignment #3 (Ch 5, 6, & 7) 20 15

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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

[BUSI 111 Business Statistics - Spring 2023] Announcements for Week 8_Feb 27 (Mon) – Mar 3 (Fri).pdf [BUSI 111 Business Statistics - Spring 2023] Announcements for Week 8_Feb 27 (Mon) – Mar 3 (Fri).pdf 7

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[BUSI 111 Business Statistics – Spring 2023] Announcements for Week 9_Mar 13 (Mon) – Mar 17 (Fri).pdf [BUSI 111 Business Statistics – Spring 2023] Announcements for Week 9_Mar 13 (Mon) – Mar 17 (Fri).pdf 8

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Attachment

[PPT Slides] BUSI 111 Week#7-8 Ch 7 Sampling Distns and CLT_v2.pptx [PPT Slides] BUSI 111 Week#7-8 Ch 7 Sampling Distns and CLT_v2.pptx 9

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BUSI 111 Week#8 Ch 8 Confidence Interval Estimation_ v1.pptx BUSI 111 Week#8 Ch 8 Confidence Interval Estimation_ v1.pptx 10

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BUSI 111 Week#9 Handout_Examples for Confidence Interval Estimation v2.docx BUSI 111 Week#9 Handout_Examples for Confidence Interval Estimation v2.docx 11

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Future of the Big Data Job Market Post-Pandemic.pdf Future of the Big Data Job Market Post-Pandemic.pdf 15

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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 16

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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 17

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Quiz

Weekly Concept Review Quiz Weekly Concept Review Quiz 10 19

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Assignment

Problem Solving Assignment#3_for Ch. 7 & 8 Problem Solving Assignment#3_for Ch. 7 & 8 20 20

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Chapter 9

Chapter 9 Chapter 9

Context Module Sub Header

Chapter 9 Readings 1

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External Url

Introduction Introduction 2

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External Url

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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[PPT Slides] BUSI 111 Week#10 Ch 9 Hypothesis Testing_v1.pptx [PPT Slides] BUSI 111 Week#10 Ch 9 Hypothesis Testing_v1.pptx 7

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Context Module Sub Header

SUBMIT 8

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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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External Url

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

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External Url

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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External Url

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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External Url

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

[PPT Slides] BUSI 111_Ch10_Hypothesis Testing II_Stat Comparions-t-Tests.pptx [PPT Slides] BUSI 111_Ch10_Hypothesis Testing II_Stat Comparions-t-Tests.pptx 9

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Attachment

[PPT Sides] BUSI 111 Week#11 Ch 9-10 Hypothesis Testing_Part II.ppt [PPT Sides] BUSI 111 Week#11 Ch 9-10 Hypothesis Testing_Part II.ppt 10

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Attachment

BUSI 111 Statistical Test Diagram.pptx BUSI 111 Statistical Test Diagram.pptx 11

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Attachment

BUSI 111 Class Examples&Practices for Hypothesis Testing – Two Sample Tests.docx BUSI 111 Class Examples&Practices for Hypothesis Testing – Two Sample Tests.docx 12

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Attachment

[Review for the 2nd Exam] BUSI 111 Sample Review Questions for the Second Midterm Exam (Week #11).docx [Review for the 2nd Exam] BUSI 111 Sample Review Questions for the Second Midterm Exam (Week #11).docx 13

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BUSI 111 Second Midterm Exam (Due on Sunday, April 9th, 2023, 11:59PM)

BUSI 111 Second Midterm Exam (Due on Sunday, April 9th, 2023, 11:59PM) BUSI 111 Second Midterm Exam (Due on Sunday, April 9th, 2023, 11:59PM)

Quiz

BUSI 111 Midterm Exam#2 - Part I. Multiple Choice Questions BUSI 111 Midterm Exam#2 - Part I. Multiple Choice Questions 50 1

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Quiz

BUSI 111 Midterm Exam#2 - Part II. Problem Solving Questions BUSI 111 Midterm Exam#2 - Part II. Problem Solving Questions 50 2

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Chapter 11

Chapter 11 Chapter 11

Context Module Sub Header

Chapter 11 Readings 1

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External Url

Introduction Introduction 2

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External Url

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

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External Url

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

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External Url

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

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External Url

11.4 Test of Independence 11.4 Test of Independence 6

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External Url

11.5 Test for Homogeneity 11.5 Test for Homogeneity 7

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External Url

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

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Attachment

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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Attachment

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

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Attachment

BUSI 111 Week#12 Stat Lab#1 - EXCEL, SPSS Practice_v3.docx BUSI 111 Week#12 Stat Lab#1 - EXCEL, SPSS Practice_v3.docx 13

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Attachment

BUSI 111 Week#12 Stat Lab#1 - EXCEL, SPSS Practice_Data Set#1_v1.xlsx BUSI 111 Week#12 Stat Lab#1 - EXCEL, SPSS Practice_Data Set#1_v1.xlsx 14

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Attachment

BUSI 111 Stat Lab#1 DataSet_v1.sav BUSI 111 Stat Lab#1 DataSet_v1.sav 15

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Chapter 12

Chapter 12 Chapter 12

Context Module Sub Header

Chapter 12 Readings 1

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External Url

Introduction Introduction 2

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External Url

12.1 Test of Two Variances 12.1 Test of Two Variances 3

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12.2 One-Way ANOVA 12.2 One-Way ANOVA 4

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External Url

12.3 The F Distribution and the F-Ratio 12.3 The F Distribution and the F-Ratio 5

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External Url

12.4 Facts About the F Distribution 12.4 Facts About the F Distribution 6

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Attachment

BUSI 111 Week#14 Ch 13 Analysis of Variance (ANOVA)_v1.pptx BUSI 111 Week#14 Ch 13 Analysis of Variance (ANOVA)_v1.pptx 7

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Attachment

BUSI 111 Week#12_Ch 12. ANOVA_PPT_studyslides.pptx BUSI 111 Week#12_Ch 12. ANOVA_PPT_studyslides.pptx 8

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Attachment

BUSI 111 Week#14 ANOVA PPT Examples#0.xlsx BUSI 111 Week#14 ANOVA PPT Examples#0.xlsx 9

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BUSI 111 Week#14 ANOVA Examples.xlsx BUSI 111 Week#14 ANOVA Examples.xlsx 10

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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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External Url

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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External Url

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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External Url

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

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External Url

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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Attachment

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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Attachment

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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Assignment

BUSI 111 Faith Integration Paper Assignment (Extra Credit) BUSI 111 Faith Integration Paper Assignment (Extra Credit) 20 15

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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

External Url

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

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BUSI 111 Data Analysis Project Submission

BUSI 111 Data Analysis Project Submission BUSI 111 Data Analysis Project Submission

Assignment

BUSI 111 Data Analysis Project Submission BUSI 111 Data Analysis Project Submission 100 1

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BUSI 111 Final Exam

BUSI 111 Final Exam BUSI 111 Final Exam

Quiz

BUSI 111 Final Exam - Part I. Multiple Choice Questions BUSI 111 Final Exam - Part I. Multiple Choice Questions 50 1

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Quiz

BUSI 111 Final Exam - Part II. Problem Solving Questions BUSI 111 Final Exam - Part II. Problem Solving Questions 50 2

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Course Modules

Landing Page

Chapter 1. Sampling and Data

Chapter 1 Readings 3

Chapter 2. Descriptive Statistics

Chapter 2 Readings 1

SUBMIT 18

Chapter 3. Probability

Chapter 4 Discrete Distributions

Chapter 4 Readings 1

SUBMIT 13

Chapter 5

Chapter 5 Readings 1

Chapter 6

Chapter 6 Readings 2

BUSI 111 First Midterm Exam

Chapter 7

Chapter 7 Readings 1

REFERENCES 8

SUBMIT 13

Chapter 8

Chapter 8 Readings 1

Chapter 9

Chapter 9 Readings 1

SUBMIT 8

Chapter 10

Chapter 10 Readings 1