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MIS171 (23)

# Class Notes for MIS171 at Deakin University

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##### MIS171 Lecture Notes - Lecture 7: Exponential Smoothing, Time Series, Nonlinear Regression Premium

TOPIC 7: Time series Forecasting Trend component Does Your Time Series Have A Trend Component? A time series plot should help you to answer this question. Often it helps if you smooth the time series data to...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 7: Time Series Premium

TOPIC 7: Time series Forecasting The Importance of Forecasting Governments forecast unemployment, interest rates, and expected tax revenues for policy purposes; Marketing executives forecast demand, sales, and consumer pre...

MIS171
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##### MIS171 Lecture Notes - Lecture 6: Simple Linear Regression, Simple Random Sample, Regression Analysis Premium

Topic 6: Predictive Models Part 2: Multiple Linear Regression Simple Linear Regression The estimated simple linear regression equation, is given by: Y = b0 + b1X Where: Y is the dependent variable X is the independent var...

MIS171
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##### MIS171 Lecture Notes - Lecture 6: Regression Analysis, Multicollinearity, Confidence Interval Premium

Topic 6: Predictive Models Part 2: Multiple Linear Regression Test for individual significance Even if the F test shows the model overall is significant, we still need to check if all of independent variables individually ...

MIS171
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##### MIS171 Lecture Notes - Lecture 5: Predictive Modelling, Point Estimation, Confidence Interval Premium

Topic 5: Predictive Models Part 1: Simple Linear Regression Meaning of regression coefficients The regression coefficients b0" and "b1" can be interpreted in three ways. Geometrically (i.e. graphically) Algebraically (i.e...

MIS171
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##### MIS171 Lecture Notes - Lecture 5: Simple Linear Regression, Predictive Modelling, Linear Regression Premium

Topic 5: Predictive Models Part 1: Simple Linear Regression (Part A) Analytical Process Business Understanding: Business Problem -> Analytics problem Data Understanding: Strength and Limitation of Data/cost / reliability/...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 4: Box Plot, Categorical Variable, Level Of Measurement Premium

Topic 4:Descriptive Models Part 2: Bivariate Analysis Relationship between two variables After last week, we can now summarise a single variable (Univariate Analysis). In particular, we can describe the variation in the d...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 3: Interquartile Range, Standard Deviation, Quartile Premium

Topic 3: Descriptive Models Part 1: Univariate Analysis Measures of Variation Measures of variation describe the spread or the variability of a set of data Using measures of variation in conjunction with ...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 3: 2009 Flu Pandemic Tables, Categorical Variable, Univariate Premium

Topic 3: Descriptive Models Part 1: Univariate Analysis Business Scenario *A council is investigating the contribution to the local economy of visitors to an annual three-day music festival They have collected data from a...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 2: Mosaic Plot, Treemapping, Box Plot Premium

Topic 2: Dimension modelling and data visualisation As an exploratory tool - As an exploratory tool Visualisation provides an ability to comprehend huge amounts of data Visual exploration of data to discover patterns a...

MIS171
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##### MIS171 Lecture Notes - Lecture 2: Data Warehouse, Olap Cube, Online Analytical Processing Premium

Topic 2: Dimension modelling and data visualisation Recap: Descriptive Analytics Uses data to understand past and present performance and make informed decisions. We will use some of the most commonly used data analysis t...

MIS171
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##### MIS171 Lecture Notes - Lecture 1: Business Analytics, Categorical Variable, Level Of Measurement Premium

TOPIC 1: Introduction to Business Analytics Data and Datasets Data are facts and figures collected Information comes from analyzing data The data collected in a particular study are referred to as a Dataset. Dataset: ent...

MIS171
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##### MIS171 Lecture Notes - Lecture 1: Business Analytics, Accenture, Fraud Premium

TOPIC 1: Introduction to Business Analytics What is business analytics? Business Analytics is a process of transforming data into actions through analysis and insight in the context of organisational decision making and pr...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 8: Point Estimation, Interval Estimation, Sampling Distribution

Week 8: Confidence Intervals: Example: Male vs Female Productivity: Sample means for productivity: Males xM = 99.9 Females xF = 97.5 Are 26 males and 22 females enough to draw conclusions about ALL 300 employees at Conroba...

MIS171
All Professors
##### MIS171 Lecture Notes - Lecture 7: Royal Institute Of Technology, Standard Deviation, Point Estimation

Week 7: Sampling and Sampling Distributions: Five key words in Statistics: 1. Population 2. Census 3. Sample 4. Error 5. Probability Understanding the population is the goal our purpose even tho...

MIS171
All Professors
##### Permachart - Marketing Reference Guide: Security Interest, Consequential Damages, Parol Evidence Rule

TM permacharts S a le s&L e a s e so fG o o d s General Considerations Un...

Accounting
ACTG 2010
All Professors
##### Permachart - Marketing Reference Guide: Secured Transaction, Chattel Mortgage, Security Interest

permacharts TM S e c u r e dT r a n s a c t io n s Scope ...

Accounting
ACTG 2010
All Professors
##### Permachart - Marketing Reference Guide: Statement Of Changes In Equity, Retained Earnings, Cash Cash

permacharts MT FINANCIAL STATEMENTS • Financial statements are documents that are BALANCE SHEET (B/S) STATEMENT OF RETAINED EARNINGS (SRE) ...

Accounting
ACTG 2010
All Professors
##### Accounting II - Reference Guides

Advance your knowledge with our advanced Accounting II! This companion Guide to Accounting I develops the reader’s understanding of balance sheets before moving into an effective summary of how assets are treated for accou...

Accounting
ACTG 2010
All Professors
##### Cost Accounting - Reference Guides

Specialized Accounting quick reference information in one handy place! This Guide provides specialized reference material that flows naturally from the contents of its companion Guides Accounting I and Accounting II. The t...

Accounting
ACTG 2010
All Professors
##### Permachart - Marketing Reference Guide: New York Stock Exchange, Nyse American, Market Trend

l e a r n • r e f e r e n c e • r e v i e w permacharts TM Stocks & Bonds WHAT IS A STOCK? WHAT IS A BOND? ...

Biology
BIOL2761
All Professors
##### Permachart - Marketing Reference Guide: Net Asset Value, Mutual Fund, U.S. Securities And Exchange Commission

l e a r n • r e f e r e n c e • r e v i e w permacharts TM Mutual Funds WHAT IS A MUTUAL FUND? PURCHASING & REDEE...

Biology
BIOL2721
All Professors
##### Permachart - Marketing Reference Guide: Market Segmentation, Data Mining, Customer Relationship Management

Marketing Planning 2 Marketing Planning 3 permacharts TM ...

BUS 343
All Professors
##### Permachart - Marketing Reference Guide: Business Communication, Human Communication, Jargon

Communication Success 2 Communication Success 3 permacharts TM ...

BUS 343
All Professors
##### Permachart - Marketing Reference Guide: Predatory Pricing, Sales Promotion, Marketing Mix

Introductory Marketing 2 Introductory Marketing 3 permacharts TM ...

BUS 343
All Professors
##### Administrative Law - Reference Guides

Administrative law directly influences the life of every American citizen. All local, state and federal agencies operate pursuant to general Administrative law principles. An understanding of all administrative law functio...

MGMT 10
All Professors
##### Organizational Behavior - Reference Guides

The systematic study of individual and group behavior within organizational structures is outlined in this coordinated Guide. Theories of leadership and individual behavior are related to the foundations of group behavior ...

Psychology
PSYC 302
All Professors
##### Introduction to Business Law - Reference Guides

Business law, sometimes referred to as corporate-commercial law, is a system of governance and regulations in connection with the creation, existence and dissolution of businesses. Today, Canadian businesses are governed b...

BLAW 464
All Professors
##### Management - Reference Guides

The complex aspects of Management are made clearer in this Guide. This powerful Guide provides comprehensive assistance to anyone who desires a deeper appreciation of basic Management principles. The fundamentals of organi...

BA 2283
All Professors
##### Corporations - Reference Guides

Corporations are explained with clarity and precision in this informative Guide! This guide helps to remove some of the confusion that popularly exists concerning the purpose, the extent, and the legal effect of different ...

BA 2283
All Professors
##### Marketing - Reference Guides

An easy to follow summary of every key marketing principle. The ability to effectively match a product or service to a need requires a well rounded understanding of the selling, public relations, and advertising that makes...

MBA 643
All Professors
##### Permachart - Marketing Reference Guide: Multilateral Treaty, European Economic Community, Statute Of The International Court Of Justice

l e a r n • r e f e r e n c e • r e v i e w permacharts TM International Law APPLICATIONS TREATIES ...

Commerce
COMM 404
All Professors
##### Permachart - Marketing Reference Guide: National Environmental Policy Act, Municipal Solid Waste, Criteria Air Contaminants

l e a r n • r e f e r e n c e • r e v i e w permacharts TM EEnvironmental Law ENVIRONMENTAL REGULATION NATIONAL ENVIRONMENTAL POL...

LAW
LAW 356
All Professors
##### Permachart - Marketing Reference Guide: Defeasible Estate, Leasehold Estate, Future Interest

l e a r n • r e f e r e n c e • r e v i e w permacharts TM PProperty Law ESTATES DESTRUCTIBILITY ...

LAW
LAW 253
All Professors
##### Permachart - Marketing Reference Guide: Meeting Of The Minds, Executory Contract, Uniform Commercial Code

l e a r n • r e f e r e n c e • r e v i e w permacharts TM CContracts WHAT IS A CONTRACT? STATUTE OF FRAUDS ...

LAW 603
All Professors
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