Graphs and Measures of Central Tendency Prepared by: Bhakti Joshi Date: November 18, 2011.

Slides:



Advertisements
Similar presentations
© 2002 Prentice-Hall, Inc.Chap 2-1 Basic Business Statistics (8 th Edition) Chapter 2 Presenting Data in Tables and Charts.
Advertisements

Introduction to Summary Statistics
Introduction to Data – Tabulation & Frequency Distributions Prepared by: Bhakti Joshi Date: November 14, 2011.
Organizing Numerical Data Numerical Data Ordered Array Stem and Leaf Display Frequency Distributions Cumulative Distributions Histograms.
Copyright 2006 – Biz/ed Business Analysis.
Statistics Intro Univariate Analysis Central Tendency Dispersion.
Statistics Intro Univariate Analysis Central Tendency Dispersion.
Dr. Michael R. Hyman, NMSU Statistics for a Single Measure (Univariate)
Descriptive statistics (Part I)
Quantitative Data Analysis Definitions Examples of a data set Creating a data set Displaying and presenting data – frequency distributions Grouping and.
QM 1 - Intro to Quant Methods Graphical Descriptive Statistics Charts and Tables Dr. J. Affisco.
Statistics - Descriptive statistics 2013/09/23. Data and statistics Statistics is the art of collecting, analyzing, presenting, and interpreting data.
First Quiz Answers Undergraduate Stats Course. Thinking about Question 1 [1] The “trick” to thinking about Question 1 is to be sure we can identify 
1 CUMULATIVE FREQUENCY AND OGIVES. 2 AS (a) Collect, organise and interpret univariate numerical data in order to determine measures of dispersion,
With Statistics Workshop with Statistics Workshop FunFunFunFun.
Business Statistics Chapter 2 Charts & Graphs by Ken Black.
Statistics for Managers Using Microsoft Excel, 5e © 2008 Pearson Prentice-Hall, Inc.Chap 2-1 Statistics for Managers Using Microsoft® Excel 5th Edition.
Chapter Introduction 2-2 Organizing Data
Descriptive Statistics
ITEC6310 Research Methods in Information Technology Instructor: Prof. Z. Yang Course Website: c6310.htm Office:
Measures of Central Tendency Prepared by: Bhakti Joshi Date: November 21, 2011.
BUS250 Seminar 4. Mean: the arithmetic average of a set of data or sum of the values divided by the number of values. Median: the middle value of a data.
Introduction to Summary Statistics. Statistics The collection, evaluation, and interpretation of data Statistical analysis of measurements can help verify.
1 Course review, syllabus, etc. Chapter 1 – Introduction Chapter 2 – Graphical Techniques Quantitative Business Methods A First Course
Measures of Dispersion… Prepared by: Bhakti Joshi Date: December 05, 2011.
AP Stats Chapter 1 Review. Q1: The midpoint of the data MeanMedianMode.
Business Statistics Outline Dealing with decision problem when the face of uncertainty are important. Descriptive Statistics Sampling and Sampling Distributions.
Descriptive Statistics1 LSSG Green Belt Training Descriptive Statistics.
Graphs, Charts and Tables Describing Your Data. Frequency Distributions.
1 Elementary Statistics Larson Farber Descriptive Statistics Chapter 2.
Larson/Farber Ch 2 1 Elementary Statistics Larson Farber 2 Descriptive Statistics.
Introduction of Data Prepared by: Bhakti Joshi Date: November 11, 2011.
BUSINESS STATISTICS I Descriptive Statistics & Data Collection.
Quiz 2a  Graphing and Charting. 1. When data are ratio and are spread over a wide range use the following distribution? a) grouped frequency distribution.
Testing Regression Coefficients Prepared by: Bhakti Joshi February 06, 2012.
Introduction to Time Series Prepared by: Bhakti Joshi February 13, 2012.
Chapter SixteenChapter Sixteen. Figure 16.1 Relationship of Frequency Distribution, Hypothesis Testing and Cross-Tabulation to the Previous Chapters and.
2 Kinds of Statistics: 1.Descriptive: listing and summarizing data in a practical and efficient way 2.Inferential: methods used to determine whether data.
Data Summary Using Descriptive Measures Sections 3.1 – 3.6, 3.8
Measures of Central Tendency (Contd…) Prepared by: Bhakti Joshi Date: November 28, 2011.
Sampling ‘Scientific sampling’ is random sampling Simple random samples Systematic random samples Stratified random samples Random cluster samples What?
S urvey Question #1: How many pairs of shoes do you own? S urvey Question #2: How many times a month do you go to the mall? Name Class Period Date.
Presenting Data in Charts, Graphs and Tables #1-8-1.
AP Statistics Wednesday, 09 September 2015 OBJECTIVE TSW review for Friday’s test over Chapter 1 – 3.
Descriptive Statistics – Graphic Guidelines
Larson/Farber Ch 2 1 Elementary Statistics Larson Farber 2 Descriptive Statistics.
Statistics with TI-Nspire™ Technology Module E Lesson 1: Elementary concepts.
Pre-Algebra Chapter 8 Review. Question #1 In which quadrant or on which axis does each point fall? a)(0,2) b)(-4,8) c)(7,1)
Measures of Dispersion Prepared by: Bhakti Joshi Date: November 30, 2011.
More Graphs — But What Type Are These?.  Divide the range of data into equal widths.  Every number can only be placed in one class (bar).  Using.
Graphs with SPSS Aravinda Guntupalli. Bar charts  Bar Charts are used for graphical representation of Nominal and Ordinal data  Height of the bar is.
©The McGraw-Hill Companies, Inc. 2008McGraw-Hill/Irwin Describing Data: Numerical Measures Chapter 3.
What is Statistics?. Statistics 4 Working with data 4 Collecting, analyzing, drawing conclusions.
* Getting you thinking: Extension: What are the advantages and disadvantages of each type of data? 1)Discuss with somebody else the difference between.
BUSINESS MATHEMATICS & STATISTICS. LECTURE 26 Review Lecture 25 Statistical Representation Measures of Dispersion and Skewness Part 1.
Descriptive Statistics – Graphic Guidelines Pie charts – qualitative variables, nominal data, eg. ‘religion’ Bar charts – qualitative or quantitative variables,
Lesson #19: Other Graphs— But What Type Are They?.
Section 2.1 Visualizing Distributions: Shape, Center, and Spread.
Statistics and Probability Shelby Ferreira. Descriptive Statistics Data: Values in a set Discrete data: clear cut scores Ex: (1, 2, 3) Interval data:
© 2006 by The McGraw-Hill Companies, Inc. All rights reserved. 1 Chapter 10 Descriptive Statistics Numbers –One tool for collecting data about communication.
Sujata Desai ECONOMICS.
BUSINESS MATHEMATICS & STATISTICS.
Frequency Distributions and Graphs
NUMERICAL DESCRIPTIVE MEASURES
Descriptive Statistics
Statistics for Business and Economics
Types of Distributions
Presentation of Data.
PENGOLAHAN DAN PENYAJIAN Presenting Data
PENGOLAHAN DAN PENYAJIAN Presenting Data
Presentation transcript:

Graphs and Measures of Central Tendency Prepared by: Bhakti Joshi Date: November 18, 2011

Type of Data UNIVARIATE

Type of Data COMPLEX

Graphs y-axis x-axis st Quadrant 2 nd Quadrant 3 rd Quadrant 4 th Quadrant (+, +)(-, +) (-, -) (+, -) (x, y)

Types of Graphs Lines Histograms Pie Charts

Ages of Students Across Roll Numbers Source: Class Survey Conducted on November 11, 2011

Ages of Students Across Roll Numbers Students distributed around the age of 17? Students distributed around the age of 19? Which graph is visibly clear and why?

Mobile Brand Ownership Among Boys and Girls Source: Class Survey Conducted on November 11, 2011

Mobile Brand Ownership Among Boys and Girls Source: Class Survey Conducted on November 11, 2011

Mobile Brand Ownership Among Boys and Girls Which graph explicitly shows the total number of mobile brands owned by students? What are major differences in both the graphs in terms of : – Data presented – Interpretation What kind of questions can be answered by the graphs?

Market Share of Vehicles During FY11 Source: Society of Indian Automobile Manufacturers (SIAM)

Market Share of Vehicles During FY11 Which type of vehicles in India have the least market share? If the total sales (in numbers) during FY11 was 15,513,156, how many passenger vehicles were sold? If the market share of commercial vehicles is expected to increase from 4.36% to 5% during FY12, while other vehicles’ shares remained the same what will be the expected total sales in FY12?

SENSEX - Movement on Daily Basis Source: Bombay Stock Exchange (BSE) -

SENSEX - Movement on Daily Basis Identify the dates when the SENSEX peaked What is the nature of the graph? Cyclical, steady, or fluctuating? During which time period were there limited fluctuations?

Wholesale Price Index (WPI) – Monthly Data Series Source: Ministry of Commerce, Office of Economic Adviser, Government of India (GoI) – eaindustry.nic.ineaindustry.nic.in

Wholesale Price Index (WPI) – Monthly Data Series What is WPI? Is it increasing? By what rate did WPI decline during Feb-11? Which time period and by what rate was the WPI the highest between Oct-10 and Oct-11?

Ogives Ages Frequency of Mobile Phones Owned Cumulative Frequency Percentage Cumulative Frequency (3/30)*100=10% = 5(5/30)*100=16.67% =11(11/30)*100= 36.67% =18(18/30)*100=60% =23(23/30)*100=76.67% =25(25/30)*100= 83.33% =30(30/30)*100=100%

Ogives (Contd…) OGIVE

Measures of Central Tendency Known as summary statistics Description of numerical information Analysis of information from the middle point of a distribution and hence the term “Central Tendency” The starting point to analyse the spread of the data (Measure of Dispersion)

Frequency and Distribution Curve

Website: