Population and Sampling MTH/231 Fahad M. Gohar Statistical data dates back to as early as Ancient Greek... time, where it was introduced by John Graunt, William Petty and Pascal in the 16th century. It was then re-introduced by Gottfriend Achenwall in the 17th century. This was a very exciting time for scientists, astronomers and physicists alike as it raised the confidence and knowing that the laws of nature were not of divine intervention. As the years went on, new mathematical...
737 Words | 3 Pages
Population and Sampling MTH/231 August 29, 2012 Importance of Population and Sampling History... from Political Arithmetic to Statistics The history timeline show evidence of statistical data as early as Ancient Greece time but records show statistics in late 16th century, when it was introduced by, John Graunt, William Petty, and Pascal and later in 17th century by Gottfried Achenwall. It was an exciting time when success and discoveries raised the confidence of scientists, physicist and astronomers...
835 Words | 3 Pages
X-bar The topic of 4th seminar&lab is the average of the population that has a certain characteristic. This average is the... population parameter of interest, denoted by the greek letter mu. We estimate this parameter with the statistic x-bar, the average in the sample. Probability and statistics - Karol Flisikowski X-bar Definition 1 x xi n i 1 Probability and statistics - Karol Flisikowski n Sampling Distribution of x-bar How does x-bar behave? To study the behavior...
503 Words | 3 Pages
table's source data. Question 03: Interviewer: Is it possible to make Pivot Table using multiple sources of data? You: Yes, if the multiple sources are... different worksheets in the same workbook. Question 04: Interviewer: By any means can you repeat 'row headings' in the Pivot Table? You: Yes, however this option is available in Excel 2010 or later. Question 05: Interviewer: Is it possible to display the text in the data area of Pivot Table? You: No, it's not possible as we could only show...
654 Words | 3 Pages
CHAPTER 12 SAMPLING MECHANICS Sampling is an activity that involves the selection of individual people, data or things, from... a target population/universe. A population, or universe, is the entire set people data or things that is the subject of exploration. A census involves obtaining information, not from a sample, but rather from the entire population or universe. A sample (as opposed sampling) is a subset of the population/universe. For Marketing Research purposes, sampling usually...
991 Words | 5 Pages
Types of Sampling In applications: Probability Sampling: Simple Random Sampling, Stratified Random... Sampling, Multi-Stage Sampling * What is each and how is it done? * How do we decide which to use? * How do we analyze the results differently depending on the type of sampling? Non-probability Sampling: Why don't we use non-probability sampling schemes? Two reasons: * We can't use the mathematics of probability to analyze the results. * In general, we can't count on a non-probability...
1351 Words | 5 Pages
Population Ecology: Clover Distribution and Density Method This lab consisted of the use of various materials. We used four... orange flags in order to mark a 30x15m sampling area in which we collected our data from. To measure out the area, we used a thirty meter measuring tape and to determine the density (plants per meter squared) of clovers in the lawn, we calculated the total area of the plot (30x15meters squared). For this lab, a frisbee was used with the area of .053 meters squared as the...
774 Words | 3 Pages
Sampling Methodologies Population: Population is defined as including all items with the characteristic one... wishes to understand. Because there is seldom enough time or money to gather information from everyone or everything in a population, the goal is to find a representative sample (or subset) of that population. For example, a researcher might study the success rate of a new 'quit smoking' program on a sample group of 50 patients, in order to predict the effects of the program if it were...
1507 Words | 5 Pages
HOMEWORK 2 FROM CHAPTER 6 and 7, NORMAL DISTRIBUTION AND SAMPLING Instructor: Asiye Aydilek PART 1- Multiple Choice Questions... ____ 1. For the standard normal probability distribution, the area to the left of the mean is a. –0.5 c. any value between 0 to 1 b. 0.5 d. 1 Answer: B The total area under the curve is 1. The area on the left is the half of 1 which is 0.5. ____ 2. Which of the following is not a characteristic of the normal probability distribution? a. The mean and median are equal ...
477 Words | 4 Pages
1 More 0 Q1 Descriptive Statistics Excel Worksheet b Q2 d Q3 e Q4 b 5. For the following sample of... scores: 2, 6, 1, 4, 2, 2, 4, 3, 2 Mean variance standard deviation 2.889 2.099 1.537 Find the mean, variance and standard deviation 6. A sample of size 7 (n = 7) has a mean of M = 9. One of the sample scores is changed from x = 19 to x = 5. What is the value for the new sample mean? New Sample Mean 7 7. Using Excel create a histogram and a line graph using...
256 Words | 3 Pages
ANSWER: Sampling is that part of statistical practice concerned with the selection of an unbiased or random subset of individual... observations within a population of individuals intended to yield some knowledge about the population of concern, especially for making predictions based on the statistical inference (Ader, Mellenberg & Hand: 2008). There are quite a number of sampling methods that can be employed in research and these include simple random sampling, systematic sampling, stratified sampling...
919 Words | 3 Pages
Sampling Sampling methods are classified as either probability or nonprobability. In probability samples, each member of the... population has a known non-zero probability of being selected. Probability methods include random sampling, systematic sampling, and stratified sampling. In nonprobability sampling, members are selected from the population in some non random manner. These include convenience sampling, judgment sampling, quota sampling, and snowball sampling. The advantage of probability...
985 Words | 4 Pages
Sampling distribution The sampling distribution is the distribution of the values of... a sample statistic computed for each possible sample that could be drawn from the target population under a specified sampling plan. Because many different samples could be drawn from a population of elements, the sample statistics derived from any one sample will likely not equal the population parameters. As a result, the sampling distribution supplies an approximation of the true value’s population parameters...
395 Words | 2 Pages
The distribution of the earth’s population across the globe is uneven. The earth contains many different environments with only... few parts suitable for human habitation. Around 70% of the earth’s surface is covered in water, leaving only 30% as land; however within this portion exist many physical features that restrict human habitation. Only around 11% of the earth’s surface poses no serious threat to human settlement and 80% of the world’s 6.7 billion people live on 10% of the earth’s surface...
826 Words | 3 Pages
Population distribution is how people are dispersed over a given area. Population distribution is... measured by persons per square kilometer. An area (or country) can be densely populated, which means there is a high concentration of persons per square kilometer, or sparsely populated, which means there is a low concentration of persons per square kilometer. The distribution of population can be influenced by both physical and human factors. Physical factors include relief, climate, vegetation, soil...
852 Words | 3 Pages
Purposive sampling Purposive sampling, also known as judgmental, selective or subjective sampling, is a type... of non-probability sampling technique. Non-probability sampling focuses on sampling techniques where the units that are investigated are based on the judgement of the researcher. Purposive sampling explained Purposive sampling represents a group of different non-probability sampling techniques. Also known as judgmental, selectiveor subjective sampling, purposive sampling relies on...
1314 Words | 5 Pages
Essay Title: Describe and explain the population distribution of Brazil. Population distribution... means the pattern of where people live. The world’s population distribution is very uneven. Places which are sparsely populated contain few people and places which are densely populated contain many people. Sparsely populated places tend to be difficult places to live. These are usually places with hostile environments e.g. Antarctica. Places which are densely populated are habitable environments e.g...
1019 Words | 3 Pages
SAMPLING SAMPLING SAMPLING DISTRIBUTION (THEORETICAL) SAMPLING TECHNIQUES... (APPLIED) 8/13/2014 QM_Session 14 15 SAMPLING TERMS An unit/element is the entity on which data are collected. A population is a collection of all the units/elements of interest. A sample is a subset of the population. The sampled population is the population from which the sample is drawn. A frame is a list of the elements/units that the sample will be selected from. 8/13/2014 QM_Session 14 15 Parameter and...
2570 Words | 36 Pages
| AUTHOR 5 | AUTHOR 6 | Definition of Sampling | Tejero,E.G.(2006)p.43Sampling affords all the members of the population an... equal chance of being selected and becoming a part of the samples of the intended research. | David,F.P (2005) p.95It is the representative portion of a population or some elements in a population that will represent the entire population. | Gill and Johnson(2002)p.101All surveys are concerned with identifying the ‘research population’ which will provide all the information...
874 Words | 3 Pages
Chapter 7 Sampling and Sampling Distributions 6-1 Learning Objectives In this chapter, you learn: The... concept of the sampling distribution To compute probabilities related to the sample mean and the sample proportion The importance of the Central Limit Theorem To distinguish between different survey sampling methods To evaluate survey worthiness and survey errors 7-2 Reasons for Drawing a Sample Selecting a sample is less time-consuming than selecting every item in the population (census)...
2476 Words | 59 Pages
prepared a standard royalty statement for one author. You need to insert formulas to calculate missing values and format the worksheets. In... addition, you need to insert worksheets to prepare a royalty statement for other authors. Instructions: For the purpose of grading the project you are required to perform the following tasks: Step Instructions Points Possible 1 START EXCEL. DOWNLOAD AND OPEN THE WORKBOOK NAMED EXPLORING_E01_GRADER_EOC.XLSX. 0 2 ENTER THE TEXT ROYALTY STATEMENT IN CELL A1....
693 Words | 3 Pages
Sampling is concerned with the selection of a subset of individuals from within a statistical population to estimate... characteristics of the whole population. Acceptance sampling is used to determine if a production lot of material meets the governing specifications. Two advantages of sampling are that the cost is lower and data collection is faster than measuring the entire population. Sampling is the process of selecting units (e.g., people, organizations) from a population of interest so that...
786 Words | 3 Pages
Question | Answer | Excel is an electronic version of what? | a spreadsheet | Excel stores documents as files called... _________ | workbooks | The contents of an active cell are displayed in the ______________ | formula bar. | Charts can be either__________ or __________ | as an embedded chart sheet, as a separate chart sheet | The default name given to an Excel workbook before it is renamed is ______________ | Book1 | By default, excel starts with _____ many worksheets? | 3 | Text data...
2429 Words | 7 Pages
SAMPLING Sampling is the act, process, or technique of selecting a suitable sample, or a representative part of a... population for the purpose of determining parameters or characteristics of the whole population. REASONS FOR SAMPLING There are six main reasons for sampling instead of doing a census. These are; * Economy * Timeliness * The large size of many populations * Inaccessibility of some of the population * Destructiveness of the observation * Accuracy or Reliability...
1514 Words | 6 Pages
The majority of Australia's population is distributed along the coastline. The current population of around 20 million is... concentrated mainly in the large coastal cities of Sydney, Melbourne, Brisbane, Perth and Adelaide. Brisbane and Sydney are located on the south-eastern coast consecutively. From the bottom right to the bottom left of the continent, located on the south-eastern to south-western coasts are Melbourne, Adelaide and Perth, respectively. These concentrated cities then branch...
735 Words | 3 Pages
SAMPLING PLAN FOR UNDERSTANDING TEACHING AND LEARNING RELATIONSHIPS OF CHILDREN IN MINORITY IN CLASS ROOMS OF BOTSWANA For a research... process the main stage is sampling, which is the process of selecting a subset of population representing the whole. From the chosen sample after the research study result is taken out which is then generalized and generalizability depends upon the nature of result taken out from study and the design of the research. Concerning to Quantitative data the sampling...
677 Words | 3 Pages
1 Excel Chapter 6 - Working with Multiple Worksheets and Workbooks MULTIPLE CHOICE 1. The process of summarizing data... included on multiple worksheets on one worksheet is called _____. a. summarization c. encapsulation b. consolidation d. recapitulation ANS: B PTS: 1 REF: EX 362 2. _____ format codes allow you to specify how a cell entr y assigned a format will appear. a. Individual c. Custom b. Specific d. Duplicate ANS: C PTS: 1 REF: EX 362 3. You document a workbook by adding _____...
503 Words | 3 Pages
Running Header: RESEARCH DESIGN AND STATISTICS CONCEPTS WORKSHEET Research Design and Statistics Concepts Worksheet... University of Phoenix MBA/510 Managerial Decision Making Research Design and Statistics Concepts Worksheet Concept Application of Concept in Scenario Reference to Concept in Reading Research:  Knowable  Unknowable  Researchable USA World Bank will need to know if their new program they want to launch is possible. They know that these types...
557 Words | 3 Pages
------------------------------------------------- Excel Assignment #1 Exercise 1: Student Grade Book (expected time – less than 45 minutes)... Please download the spreadsheet Excel Assignment 1.xlsx from Blackboard. Click on worksheet E1 (you may be in Worksheet E1 by default). This spreadsheet keeps track of students’ grades. There are two exams – Exams 1 and Exam 2. Please do the following: (a) Find the total weighted score for the semester based on Exam 1 and Exam 2 and their respective weights...
1242 Words | 4 Pages
Random sampling is the purest form of probability sampling. Each member of the population has an equal and known... chance of being selected. When there are very large populations, it is often difficult or impossible to identify every member of the population, so the pool of available subjects becomes biased. Systematic sampling is often used instead of random sampling. It is also called an Nth name selection technique. After the required sample size has been calculated, every Nth record is selected...
913 Words | 3 Pages
Management Tutorial What is Sampling Q: Explain sampling and its importance in daily life? Ans: Sample is a collection... of few units of a large population which is the total target market. Like for a tooth paste market potential research the population is the all households in the country and sample is few households from selected cities and villages. If the market potential is to assess of a metro city than the whole city will be population and the few selected households are the sample...
656 Words | 3 Pages
MAUREEN L. M. INTERMEDIATE MICROECONOMICS SAMPLING TECHNIQUES INTRODUCTION A sample is a unit or subset of selection from a... larger population that is used in studying to draw conclusions regarding the whole population. A sample is usually selected from the population because it is not easy to study the entire population at once and the cost of doing so may be very high. The sample should be the best representation of the whole population to enable accurate outcomes and accurate decisions...
1206 Words | 5 Pages
Concept and basics of probability sampling methods One of the most important issues in researches is selecting an appropriate sample. Among... sampling methods, probability sample are of much importance since most statistical tests fit on to this type of sampling method. Representativeness and generalize-ability will be achieved well with probable samples from a population, although the matter of low feasibility of a probable sampling method or high cost, don’t allow us to use it and shift us to the...
741 Words | 3 Pages
Statistics: • Science of gathering, analyzing, interpreting, and presenting data • Measurement taken on a sample • Type of distribution... being used to analyze data Descriptive statistics: Using data gathered on a group to describe or reach conclusions about that same group only. Descriptive statistics are the tabular, graphical, and numerical methods used to summarize data. Collect, organize, summarize, display, analyze Eg: According to Consumer Reports, General Electric washing machine...
1093 Words | 5 Pages
Sampling and Sampling Distributions 7-1 Learning Objectives In this chapter, you learn: To distinguish... between different sampling methods The concept of the sampling distribution To compute probabilities related to the sample mean and the sample proportion The importance of the Central Limit Theorem 7-2 Why Sample? DCOVA Selecting a sample is less time-consuming than selecting every item in the population (census). An analysis of a sample is less cumbersome and more practical...
5279 Words | 33 Pages
The T-Distribution and T-Test “In probability and statistics, Student's t-distribution (or simply the... t-distribution) is a continuous probability distribution that arises when estimating the mean of a normally distributed population in situations where the sample size is small” (Narasimhan , 1996). Similar to the normal distribution, the t-distribution is symmetric and bell-shaped, but has heavier tails, meaning that it is more likely to produce values far from its mean. This makes the t-distribution...
1244 Words | 4 Pages
for us to think about are equity theory. First, we can discuss this concept, because this concept focuses on the distribution justice and... procedure justice. Let’s see the distribution justice first this concept has told us about the perceived fairness of amount and allocation of reward among individual. Second, Procedure justice is focus on the process used to determine the distribution of reward. In my opinion, this concept is just like we are. Now we are a student so I believe that we often compare...
1613 Words | 4 Pages
Week 6 Excel PF008 A14 Introduction to Spreadsheets A spreadsheet is an electronic file that contains a grid of columns and rows used to... organize related data and perform calculations. Excel is a spreadsheet program used to create and modify electronic spreadsheets. An electronic spreadsheet makes data-entry changes easy, and if the formulas are correctly constructed, the results recalculate automatically and accurately. A worksheet is a single spreadsheet that typically contains descriptive...
456 Words | 19 Pages
essentially the rapid growth of population, and thus, with this mindset, we decided to uproot the cause further so as to be able to contrast... it. B. The objectives of this research are: 1. To make people aware of the crisis of overpopulation 2. To lessen the number of people each year by making them aware of the effects C. Definitions of terms: 1. overpopulation - condition of having a larger population than normal 2. human resources-...
1430 Words | 5 Pages
worksheet Interactive Physiology Worksheet: Cardiovascular System: Cardiac Cycle differences of blood pressure 1. Valves open... in response to ______________________________________ on their two sides. 2. List the chambers/vessels that the four valves connect: Chamber Right ventricle Left ventricle Valve Pulmonary semilunar Aortic semilunar Chamber/Vessel Pulmonary trunk Aorta Left atrium Mitral Left ventricle Right atrium Tricuspid Right ventricle mid to late ...
269 Words | 4 Pages
Practical 16: estimating Population Size Using Mark and Recapture Method Raw and Processed Data Table 1: Uncertainties of apparatus used in... the experiment. Apparatus | Uncertainties | Stopwatch | ±0.01s | Table 2: Formulae and sample calculations involved in processing data in the experiment. Calculations | Formula | Sample Calculation | Mean ( x ) | x = 1n i=1naiWhere, 1. n refers to the total number of values. 2. ∑ refers to the addition of all values starting with the first value...
1699 Words | 5 Pages
Population I. INTRODUCTION A population is all the organisms of the same group or species who live in the... same geographical area and are capable of interbreeding. In ecology the population of a certain species in a certain area is estimated using the Lincoln Index. The area that is used to define a sexual population is such that inter-breeding is possible between any pair within the area and more probable than cross-breeding with individuals from other areas. Normally breeding is substantially...
700 Words | 3 Pages
ENG-105 Peer Review Worksheet: Rhetorical Analysis of a Public Document Part of your responsibility as a student in this course is to provide... quality feedback to your peers that will help them to improve their writing skills. This worksheet will assist you in providing that feedback. Name of the draft’s author:Jennifer Wildey Name of the peer reviewer:Antoinette Holly Reviewer After reading through the draft one time, write a summary (3-5 sentences) of the paper that includes your assessment...
703 Words | 3 Pages
Newsletter, Research Paper, and Mailing Labels Project Description: In the following project, you will format a newsletter by inserting pictures and... screenshots, applying two-column formatting, and adding a border to a paragraph. You will edit and format a research paper by inserting footnotes, creating citations, and formatting a bibliography. You will also create mailing labels. Instructions: For the purpose of grading the project you are required to perform the following tasks: Step ...
875 Words | 4 Pages
Associate Level Material Physical Fitness and Nutrition Worksheet In order to obtain optimal health, it is critical to be physically fit... and eat a healthy and balanced diet. Becoming knowledgeable about what it means to be physically fit and learning how to evaluate the nutritional value of what you eat may greatly increase your ability to improve your health and wellness. In this three-part worksheet, you identify the five components of health related fitness, critique a recipe for nutritional...
1003 Words | 4 Pages
Research Design and Statistics Concepts Worksheet Senthil Kumar University of Phoenix Research Design and Statistics Concepts... Worksheet Concept Application of Concept in Scenario Reference to Concept in Reading Levels of Measurement: There are four different levels of measurements: 1. Nominal 2. Ordinal 3. Ordinal. 4. Interval. 5. Ratio. These different levels of measurement useful in business. New board member and statistician Bea Hansen pointed out that the data collected...
889 Words | 4 Pages
ETHICAL WORKSHEET copyright Thomas H. Bivins, 2000 with modifications by Coleen M. Cusack, 2003 STUDENT NAME: 1.... What is the ethical issue / problem? Define in one or two sentences. 2. Most Important Facts (MIF). Which facts have the most bearing on the ethical decision presented? Include any potential economic, social or political pressures. The DDA already recivied a report from Officer Ross. The Officer Nixon...
1273 Words | 4 Pages
2013-2014 LABORATORY WORK # 2 THE BINOMIAL DISTRIBUTION Submitted by: Briones, Kristelle R. Mangrobang, Jonathane... Submitted to: Prof. Ernesto Adorio January 2014 Description: Our instructor instructed to put tabulate the Binomial Distribution for various n given the values of p which are (0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8 and 0.9). The binomial distribution is the discrete probability distribution of the number of successes in a sequence of n independent...
418 Words | 2 Pages
[pic] 4.1 Meaning of research 4.2 Marketing of research 4.3 The research process 4.4 Research design 4.5 Types of research design 4.6 Types... of data collection 4.7 Sampling plan method ❖ MEANING OF RESEARCH:- Research is common parlance refers to a search for knowledge. One can also define research as a scientific and systematic search for pertinent information on a specific topic. In fact research is an art of scientific investigation. The advance learner’s dictionary...
920 Words | 5 Pages
Microsoft Excel 2007: Create a macro by using Microsoft Visual Basic | Add to Favorites | In Microsoft Excel 2007,... macros can be created using Microsoft Visual Basic. The following will show you how to create a macro using Microsoft Visual Basic: 1. If the Developer tab is unavailable, complete the following to display it: a. Click the Microsoft Office Button, and then click Excel Options. b. In the Popular category, under Top options for working with Excel, choose...
1757 Words | 7 Pages
Single random sampling : a. Definition: Simple random sampling is the basic sampling technique where we select a... group of subjects (a sample) for study from a larger group (a population). Each individual is chosen entirely by chance and each member of the population has an equal chance of being included in the sample. Every possible sample of a given size has the same chance of selection; i.e. each member of the population is equally likely to be chosen at any stage in the sampling process. b...
1133 Words | 5 Pages
Ans.1: Non-Probability Sampling: When the units of a sample are chosen so that each unit in the population does not have a... calculable non-zero probability of being selected in the sample, this is called Non-Probability Sampling. Also, Non-probability sampling is a sampling technique where the samples are gathered in a process that does not give all the individuals in the population equal chances of being selected. In contrast with probability sampling, non-probability sample is not a product...
815 Words | 3 Pages
University of Phoenix Material Ethical Dilemma Worksheet Incident Review |What is the ethical issue or problem? Identify the issue... succinctly. | | | |The Moral agent is a probation officer with the ethical dilemma of a recommendation for the husband who is being convicted of a 3rd| |offense of DUI...
1071 Words | 6 Pages
Surf Excel Brand Management 12/18/2012 Shikhar Mehra MBA Tech (Marketing) Roll No. 364 Brand Management Table of Contents... Introduction .................................................................................................................................................. 2 Brand Mission ............................................................................................................................................... 3 Brand Vision ....................................
1471 Words | 5 Pages
Research Design and Statistics Concepts Worksheet Concept Application of Concept in Scenario Reference to Concept in Reading Research •... Knowable • Unknowable • Researchable USA World Bank will need to know if their new program they want to launch is possible. They know that these types of ventures can be successful and believe their bank is ready. They will need to know more about their customers to be able to move forward. The research firm, Best Market Research provided services to...
1215 Words | 5 Pages
SYNOPSIS A comparative analysis on the distribution network of Amul & Parag Dairy Products, in Kanpur city OBJECTIVE OF THE STUDY... The most important objective of the project is that it is obligatory on the part of the student of M.B.A. program to undergo the convention of the business administration in the partial fulfilment of M.B.A. degree besides, project study is a sort of practical training of eight weeks thus the student are benefited by undertaking such a study as it helps organization...
959 Words | 5 Pages
Receivable balances for Key West Company as of 20X1. Our team has already completed a thorough evaluation of the company’s internal control and we believe... they are excellent. Therefore, the team has decided to use the Probability-proportionate-to-size sampling theory, (PPS). We have used PPS to find the evidence required to prove there has been no materially misstatement in Key West Company’s accounts receivable accounts. The financial cycle is the cycles of business transactions, which involve the processing...
1973 Words | 7 Pages
Sampling and Measures of Central Tendency and Dispersion Introduction: Overall Job Satisfaction (OJS) was the variable selected for this... exercise because it lends itself to measures of central tendency and dispersion. The data are quantitative and continuous in nature. Data Selected: The instructions for the exercise suggested a sample of approximately 30 individuals from one of eight variables. There were 288 measures of OJS. Every ninth individual was selected resulting in thirty-two...
896 Words | 4 Pages
environment has determined to some extent, the distribution and density of Australia’s population. Discuss. People do not live... evenly spread through the world. Australia is one of the counties that considered has a low population density. This is due to approximately 23 million population were distributed unevenly. Besides the physical environment, there are also a variety of other factors that have actually worked together to distribute in the Australia’s population that cannot be neglected. These included...
598 Words | 2 Pages
Microsoft Office ® Excel 2003 Guy Hart-Davis McGraw-Hill/Osborne New York Chicago San Francisco Lisbon London Madrid Mexico City... Milan New Delhi San Juan Seoul Singapore Sydney Toronto McGraw-Hill/Osborne 2100 Powell Street, 10th Floor Emeryville, California 94608 U.S.A. To arrange bulk purchase discounts for sales promotions, premiums, or fund-raisers, please contact McGraw-Hill/Osborne at the above address. For information on translations or book distributors outside the U.S.A....
88452 Words | 302 Pages