Unit VIII: Business Statistics and Operations Management

Data Visualization

Histogram
Frequency Polygon
Difference Between Histogram and Frequency Polygon
Relative Frequency Distribution
Cumulative Frequency Table
Contingency Table (Cross-Tabulation Table)
Box and Whiskers : IQR

Probability Distributions
Probability Distribution – Binomial, Poisson, Normal, and Exponential

Operations Management Basics

Statistics

Measures of Central Tendency: Mean, Median & Mode
Standard Deviation
Karl Pearson’s Coefficient of Variation
Correlation Coefficient
Method of Least Square : Regression Analysis
Assumptions Regarding the Error Term in Regression
Regression Coefficient
Relationship Between Correlation Coefficient and Regression Coefficient
Positional Averages (Positional Means)
Mathematical Averages (Mathematical Means)
Mean, Median, Mode, Variance, SD
Hypothesis Testing
Hypothesis Testing
Sampling Methods
Sampling Method
Kaizen
Kaizen
Six Sigma
Types of Statistical Tests
Types of Statistical Tests
Chi-Square Goodness of Fit Test
Which one of the following is correct when a null hypothesis is accepted?
Type I & Type II Errors
Demand Forecasting
Demand Forecasting
Types of Reliability in Research
ISO 9000 Series Standards
Gant Chart
Lean Manufacturing
5S Lean Methodology

Assignment

Transportation

Queuing

Project Management

ERP

Facility Location and Layout
Site Selection and Analysis, Layout Design and Process

Data Collection & Questionnaire Design

Overall Quiz

Quality Management

Course Content

Data Visualization

Histogram

Frequency Polygon

Difference Between Histogram and Frequency Polygon

Relative Frequency Distribution

Cumulative Frequency Table

Contingency Table (Cross-Tabulation Table)

Box and Whiskers : IQR

Probability Distributions Probability Distribution – Binomial, Poisson, Normal, and Exponential

Normal Distribution

Binomial Distribution

Binomial Distribution

Poisson distribution

Exponential Distribution

Operations Management Basics

Time Study

Motion Study

EOQ: Economic Order Quantity

EOQ

Process Mapping Symbols

Key Figures in Operations Management

Statistics

Measures of Central Tendency: Mean, Median & Mode

Standard Deviation

Karl Pearson’s Coefficient of Variation

Correlation Coefficient

Method of Least Square : Regression Analysis

Assumptions Regarding the Error Term in Regression

Regression Coefficient

Relationship Between Correlation Coefficient and Regression Coefficient

Positional Averages (Positional Means)

Mathematical Averages (Mathematical Means)

Mean, Median, Mode, Variance, SD

Hypothesis Testing

Hypothesis Testing

Sampling Methods

Sampling Method

Kaizen

Kaizen

Six Sigma

Types of Statistical Tests

Types of Statistical Tests

Chi-Square Goodness of Fit Test

Which one of the following is correct when a null hypothesis is accepted?

Type I & Type II Errors

Demand Forecasting

Demand Forecasting

Types of Reliability in Research

ISO 9000 Series Standards

Gant Chart

Lean Manufacturing

5S Lean Methodology

Assignment

Complete Enumeration Method

Transportation

Tranportation Foundations

LCM: Least Cost Method

North-West Corner Method

VAM: Vogel’s Approximation Method

Transportation Quiz

Queuing

Queing Theory

Queue Discipline

Queing Theory

Project Management

PERT: Program Evaluation and Review Technique

CPM: Critical Path Method

PERT VS CPM

Project Management

ERP

What is ERP (Enterprise Resource Planning)?

Facility Location and Layout Site Selection and Analysis, Layout Design and Process

Plant Layout Design

Facility Location and Layout

Line Balancing

Data Collection & Questionnaire Design

Data Collection Method

Data Collection & Questionnaire Design

Overall Quiz

Probability Distributions
Probability Distribution – Binomial, Poisson, Normal, and Exponential

Facility Location and Layout
Site Selection and Analysis, Layout Design and Process